International Conference on Information and Knowledge Management (CIKM) (2022)

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Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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Efficient Learning with Pseudo Labels for Query Cost Estimation.
Shuncheng Liu|Xu Chen|Yan Zhao|Jin Chen|Rui Zhou|Kai Zheng
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HeGA: Heterogeneous Graph Aggregation Network for Trajectory Prediction in High-Density Traffic.
Shuncheng Liu|Xu Chen|Ziniu Wu|Liwei Deng|Han Su|Kai Zheng
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Approximate and Interactive Processing of Aggregate Queries on Knowledge Graphs: A Demonstration.
Yuxiang Wang|Arijit Khan|Xiaoliang Xu|Shuzhan Ye|Shihuang Pan|Yuhan Zhou
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Cost-constrained Minimal Steiner Tree Enumeration.
Yuya Sasaki
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Graph-based Management and Mining of Blockchain Data.
Arijit Khan|Cuneyt Gurcan Akcora
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Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function.
A. B. Siddique|Muhammad Hasan Maqbool|Kshitija Taywade|Hassan Foroosh
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Building Natural Language Processing Applications with EasyNLP.
Chengyu Wang|Minghui Qiu|Jun Huang
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The Third Workshop on Data-driven Intelligent Transportation.
Hua Wei|Guni Sharon|Cathy Wu|Sanjay Chawla|Zhenhui Li
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Prediction-based One-shot Dynamic Parking Pricing.
Seoyoung Hong|Heejoo Shin|Jeongwhan Choi|Noseong Park
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Towards Fairer Classifier via True Fairness Score Path.
Bin Gu|Zhou Zhai|Xiang Li|Heng Huang
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Sharper Utility Bounds for Differentially Private Models: Smooth and Non-smooth.
Yilin Kang|Yong Liu|Jian Li|Weiping Wang
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An In-depth Interactive and Visualized Platform for Evaluating and Analyzing MRC Models.
Zhijing Wu|Jingliang Fang|Hua Xu|Kai Gao
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Tutorial on Deep Learning Interpretation: A Data Perspective.
Zhou Yang|Ninghao Liu|Xia Ben Hu|Fang Jin
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Estimating Causal Effects on Networked Observational Data via Representation Learning.
Song Jiang|Yizhou Sun
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Bridging Self-Attention and Time Series Decomposition for Periodic Forecasting.
Song Jiang|Tahin Syed|Xuan Zhu|Joshua Levy|Boris Aronchik|Yizhou Sun
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Crowdsourced Fact-Checking at Twitter: How Does the Crowd Compare With Experts?
Mohammed Saeed|Nicolas Traub|Maelle Nicolas|Gianluca Demartini|Paolo Papotti
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WDRASS: A Web-scale Dataset for Document Retrieval and Answer Sentence Selection.
Zeyu Zhang|Thuy Vu|Sunil Gandhi|Ankit Chadha|Alessandro Moschitti
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Synerise Monad - Real-Time Multimodal Behavioral Modeling.
Jacek Dabrowski|Barbara Rychalska
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Measuring Friendship Closeness: A Perspective of Social Identity Theory.
Shiqi Zhang|Jiachen Sun|Wenqing Lin|Xiaokui Xiao|Bo Tang
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MNCM: Multi-level Network Cascades Model for Multi-Task Learning.
Haotian Wu
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CAPER: Coarsen, Align, Project, Refine - A General Multilevel Framework for Network Alignment.
Jing Zhu|Danai Koutra|Mark Heimann
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From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking.
Yutao Zhu|Jian-Yun Nie|Yixuan Su|Haonan Chen|Xinyu Zhang|Zhicheng Dou
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DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments.
Jiahao Chen|Shuyan Huang|Zitao Liu|Weiqi Luo
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A Biased Sampling Method for Imbalanced Personalized Ranking.
Lu Yu|Shichao Pei|Feng Zhu|Longfei Li|Jun Zhou|Chuxu Zhang|Xiangliang Zhang
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Self-supervision Meets Adversarial Perturbation: A Novel Framework for Anomaly Detection.
Yizhou Wang|Can Qin|Rongzhe Wei|Yi Xu|Yue Bai|Yun Fu
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Fairness of Machine Learning in Search Engines.
Yi Fang|Hongfu Liu|Zhiqiang Tao|Mikhail Yurochkin
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A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning.
Li Sun|Junda Ye|Hao Peng|Philip S. Yu
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Predicting Multi-level Socioeconomic Indicators from Structural Urban Imagery.
Tong Li|Shiduo Xin|Yanxin Xi|Sasu Tarkoma|Pan Hui|Yong Li
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Numerical Feature Representation with Hybrid N-ary Encoding.
Bo Chen|Huifeng Guo|Weiwen Liu|Yue Ding|Yunzhe Li|Wei Guo|Yichao Wang|Zhicheng He|Ruiming Tang|Rui Zhang
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A Simple Meta-path-free Framework for Heterogeneous Network Embedding.
Rui Zhang|Arthur Zimek|Peter Schneider-Kamp
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Unsupervised Representation Learning on Attributed Multiplex Network.
Rui Zhang|Arthur Zimek|Peter Schneider-Kamp
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ContrastVAE: Contrastive Variational AutoEncoder for Sequential Recommendation.
Yu Wang|Hengrui Zhang|Zhiwei Liu|Liangwei Yang|Philip S. Yu
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AutoForecast: Automatic Time-Series Forecasting Model Selection.
Mustafa Abdallah|Ryan A. Rossi|Kanak Mahadik|Sungchul Kim|Handong Zhao|Saurabh Bagchi
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Scaling Up Mass-Based Clustering.
Nidhi Ahlawat|Amit Awekar
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Sequence-Driven Analytics and Prediction.
Usman Ahmed
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Rethinking Conversational Recommendations: Is Decision Tree All You Need?
A. S. M. Ahsan-Ul-Haque|Hongning Wang
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On Smoothed Explanations: Quality and Robustness.
Ahmad Ajalloeian|Seyed-Mohsen Moosavi-Dezfooli|Michalis Vlachos|Pascal Frossard
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A Case Study in Educational Recommenders: Recommending Music Partitures at Tomplay.
Ahmad Ajalloeian|Michalis Vlachos|Johannes Schneider|Alexis Steinmann
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Rank-Aware Gain-Based Evaluation of Extractive Summarization.
Mousumi Akter
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A Different VIM: Visualizing Incremental Machine Learning.
Sikder Tahsin Al-Amin|Mohammad Imtiaz Nur|Aisha Farooque|Guoning Chen|Robin Varghese|Carlos Ordonez
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SERF: Interpretable Sleep Staging using Embeddings, Rules, and Features.
Irfan Al-Hussaini|Cassie S. Mitchell
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E-Commerce Promotions Personalization via Online Multiple-Choice Knapsack with Uplift Modeling.
Javier Albert|Dmitri Goldenberg
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Intent Disambiguation for Task-oriented Dialogue Systems.
Andrea Alfieri|Ralf Wolter|Seyyed Hadi Hashemi
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Improving Imitation Learning by Merging Experts Trajectories.
Pegah Alizadeh|Aomar Osmani|Sammy Taleb
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Generative Adversarial Zero-Shot Learning for Cold-Start News Recommendation.
Manal A. Alshehri|Xiangliang Zhang
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TripJudge: A Relevance Judgement Test Collection for TripClick Health Retrieval.
Sophia Althammer|Sebastian Hofstätter|Suzan Verberne|Allan Hanbury
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Interpretability of BERT Latent Space through Knowledge Graphs.
Vito Walter Anelli|Giovanni Maria Biancofiore|Alessandro De Bellis|Tommaso Di Noia|Eugenio Di Sciascio
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Unsupervised Question Clarity Prediction through Retrieved Item Coherency.
Negar Arabzadeh|Mahsa Seifikar|Charles L. A. Clarke
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LearnShapley: Learning to Predict Rankings of Facts Contribution Based on Query Logs.
Dana Arad|Daniel Deutch|Nave Frost
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IEEE13-AdvAttack A Novel Dataset for Benchmarking the Power of Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grid.
Carmelo Ardito|Yashar Deldjoo|Tommaso Di Noia|Eugenio Di Sciascio|Fatemeh Nazary
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UnCommonSense: Informative Negative Knowledge about Everyday Concepts.
Hiba Arnaout|Simon Razniewski|Gerhard Weikum|Jeff Z. Pan
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KRAF: A Flexible Advertising Framework using Knowledge Graph-Enriched Multi-Agent Reinforcement Learning.
Jose A. Ayala-Romero|Péter Mernyei|Bichen Shi|Diego Mazón
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SoCRATe: A Recommendation System with Limited-Availability Items.
Davide Azzalini|Fabio Azzalini|Chiara Criscuolo|Tommaso Dolci|Davide Martinenghi|Sihem Amer-Yahia
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Improving Text-based Similar Product Recommendation for Dynamic Product Advertising at Yahoo.
Xiao Bai|Lei Duan|Richard Tang|Gaurav Batra|Ritesh Agrawal
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Statistical Claim Checking: StatCheck in Action.
Oana Balalau|Simon Ebel|Théo Galizzi|Ioana Manolescu|Quentin Massonnat|Antoine Deiana|Emilie Gautreau|Antoine Krempf|Thomas Pontillon|Gérald Roux|Joanna Yakin
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An Accelerated Doubly Stochastic Gradient Method with Faster Explicit Model Identification.
Runxue Bao|Bin Gu|Heng Huang
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Abstra: Toward Generic Abstractions for Data of Any Model.
Nelly Barret|Ioana Manolescu|Prajna Upadhyay
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A Multi-Domain Benchmark for Personalized Search Evaluation.
Elias Bassani|Pranav Kasela|Alessandro Raganato|Gabriella Pasi
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ranx.fuse: A Python Library for Metasearch.
Elias Bassani|Luca Romelli
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Efficient and Effective SPARQL Autocompletion on Very Large Knowledge Graphs.
Hannah Bast|Johannes Kalmbach|Theresa Klumpp|Florian Kramer|Niklas Schnelle
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Federated Data Preparation, Learning, and Debugging in Apache SystemDS.
Sebastian Baunsgaard|Matthias Boehm|Kevin Innerebner|Mito Kehayov|Florian Lackner|Olga Ovcharenko|Arnab Phani|Tobias Rieger|David Weissteiner|Sebastian Benjamin Wrede
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CS-MLGCN: Multiplex Graph Convolutional Networks for Community Search in Multiplex Networks.
Ali Behrouz|Farnoosh Hashemi
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Graph Neural Networks Pretraining Through Inherent Supervision for Molecular Property Prediction.
Roy Benjamin|Uriel Singer|Kira Radinsky
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exML: An Explainable Maximum Likelihood Tool for Proportion Estimation in DNA Data.
Amit Bergman|Viviane Slon|Daniel Deutch
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A Relevant and Diverse Retrieval-enhanced Data Augmentation Framework for Sequential Recommendation.
Shuqing Bian|Wayne Xin Zhao|Jinpeng Wang|Ji-Rong Wen
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AIMLAI: Advances in Interpretable Machine Learning and Artificial Intelligence.
Adrien Bibal|Tassadit Bouadi|Benoît Frénay|Luis Galárraga|José Oramas
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Collaborative Image Understanding.
Koby Bibas|Oren Sar Shalom|Dietmar Jannach
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Debiased Balanced Interleaving at Amazon Search.
Nan Bi|Pablo Castells|Daniel Gilbert|Slava Galperin|Patrick Tardif|Sachin Ahuja
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Fooling MOSS Detection with Pretrained Language Models.
Stella Biderman|Edward Raff
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Samba: Identifying Inappropriate Videos for Young Children on YouTube.
Le Binh|Rajat Tandon|Chingis Oinar|Jeffrey Liu|Uma Durairaj|Jiani Guo|Spencer Zahabizadeh|Sanjana Ilango|Jeremy Tang|Fred Morstatter|Simon S. Woo|Jelena Mirkovic
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CASA-Net: A Context-Aware Correlation Convolutional Network for Scale-Adaptive Crack Detection.
Xin Bi|Shining Zhang|Yu Zhang|Lei Hu|Wei Zhang|Wenjing Niu|Ye Yuan|Guoren Wang
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A Mask-based Output Layer for Multi-level Hierarchical Classification.
Tanya Boone-Sifuentes|Mohamed Reda Bouadjenek|Imran Razzak|Hakim Hacid|Asef Nazari
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Marine-tree: A Large-scale Marine Organisms Dataset for Hierarchical Image Classification.
Tanya Boone-Sifuentes|Cícero Nogueira dos Santos|Asef Nazari|Imran Razzak|Mohamed Reda Bouadjenek|Tanya Boone-Sifuentes|Cícero Nogueira dos Santos|Antonio Robles-Kelly|Daniel Ierodiaconou|Elizabeth S. Oh
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On the Mining of Time Series Data Counterfactual Explanations using Barycenters.
Soukaïna Filali Boubrahimi|Shah Muhammad Hamdi
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DocSemMap 2.0: Semantic Labeling based on Textual Data Documentations Using Seq2Seq Context Learner.
Andreas Burgdorf|Alexander Paulus|André Pomp|Tobias Meisen
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GALGO: Scalable Graph Analytics with a Parallel DBMS.
Wellington Cabrera|Xiantian Zhou|Ladjel Bellatreche|Carlos Ordonez
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Memory Graph with Message Rehearsal for Multi-Turn Dialogue Generation.
Xiaoyu Cai|Yao Fu|Hong Zhao|Weihao Jiang|Shiliang Pu
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Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models.
Yinqiong Cai|Jiafeng Guo|Yixing Fan|Qingyao Ai|Ruqing Zhang|Xueqi Cheng
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Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units.
Derun Cai|Moxian Song|Chenxi Sun|Baofeng Zhang|Shenda Hong|Hongyan Li
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Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations.
Yuanying Cai|Chuheng Zhang|Wei Shen|Xiaonan He|Xuyun Zhang|Longbo Huang
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Contrastive Cross-Domain Sequential Recommendation.
Jiangxia Cao|Xin Cong|Jiawei Sheng|Tingwen Liu|Bin Wang
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Simulation-Informed Revenue Extrapolation with Confidence Estimate for Scaleup Companies Using Scarce Time-Series Data.
Lele Cao|Sonja Horn|Vilhelm von Ehrenheim|Richard Anselmo Stahl|Henrik Landgren
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GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction.
Yi Cao|Sihao Hu|Yu Gong|Zhao Li|Yazheng Yang|Qingwen Liu|Shouling Ji
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A Context-Enhanced Transformer with Abbr-Recover Policy for Chinese Abbreviation Prediction.
Kaiyan Cao|Deqing Yang|Jingping Liu|Jiaqing Liang|Yanghua Xiao|Feng Wei|Baohua Wu|Quan Lu
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Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction.
Yue Cao|Xiaojiang Zhou|Jiaqi Feng|Peihao Huang|Yao Xiao|Dayao Chen|Sheng Chen
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Predicting Guiding Entities for Entity Aspect Linking.
Shubham Chatterjee|Laura Dietz
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Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS).
Hanxiong Chen|Yunqi Li|He Zhu|Yongfeng Zhang
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Time Lag Aware Sequential Recommendation.
Lihua Chen|Ning Yang|Philip S. Yu
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Trusted Media Challenge Dataset and User Study.
Weiling Chen|Sheng Lun Benjamin Chua|Stefan Winkler|See-Kiong Ng
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Efficient Second-Order Optimization for Neural Networks with Kernel Machines.
Yawen Chen|Yile Chen|Jian Chen|Zeyi Wen|Jin Huang
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Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search.
Haonan Chen|Zhicheng Dou|Yutao Zhu|Zhao Cao|Xiaohua Cheng|Ji-Rong Wen
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Dynamic Explicit Embedding Representation for Numerical Features in Deep CTR Prediction.
Yuan Cheng
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Knowledge Tracing Model with Learning and Forgetting Behavior.
Mingzhi Chen|Quanlong Guan|Yizhou He|Zhenyu He|Liangda Fang|Weiqi Luo
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An Empirical Cross Domain-Specific Entity Recognition with Domain Vector.
Wei Chen|Songqiao Han|Hailiang Huang
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ReLiable: Offline Reinforcement Learning for Tactical Strategies in Professional Basketball Games.
Xiusi Chen|Jyun-Yu Jiang|Kun Jin|Yichao Zhou|Mingyan Liu|P. Jeffrey Brantingham|Wei Wang
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Scalable Graph Representation Learning via Locality-Sensitive Hashing.
Xiusi Chen|Jyun-Yu Jiang|Wei Wang
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CyberWater: An Open Framework for Data and Model Integration in Water Science and Engineering.
Ranran Chen|Feng Li|Drew Bieger|Fengguang Song|Yao Liang|Daniel Luna|Ryan Young|Xu Liang|Sudhakar Pamidighantam
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Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce.
Bo Chen|Jiayi Liu|Mieradilijiang Maimaiti|Xing Gao|Ji Zhang
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GCF-RD: A Graph-based Contrastive Framework for Semi-Supervised Learning on Relational Databases.
Runjin Chen|Tong Li|Yanyan Shen|Luyu Qiu|Kaidi Li|Caleb Chen Cao
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Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation.
Rihan Chen|Bin Liu|Han Zhu|Yaoxuan Wang|Qi Li|Buting Ma|Qingbo Hua|Jun Jiang|Yunlong Xu|Hongbo Deng|Bo Zheng
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ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models.
Ziheng Chen|Fabrizio Silvestri|Jia Wang|He Zhu|Hongshik Ahn|Gabriele Tolomei
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Utilizing Contrastive Learning To Address Long Tail Issue in Product Categorization.
Lei Chen|Tianqi Wang
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CFS-MTL: A Causal Feature Selection Mechanism for Multi-task Learning via Pseudo-intervention.
Zhongde Chen|Ruize Wu|Cong Jiang|Honghui Li|Xin Dong|Can Long|Yong He|Lei Cheng|Linjian Mo
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DASH: An Agile Knowledge Graph System Disentangling Demands, Algorithms, Data Resources, and Humans.
Shaowei Chen|Haoran Wang|Jie Liu|Jiahui Wu
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Explainable Link Prediction in Knowledge Hypergraphs.
Zirui Chen|Xin Wang|Chenxu Wang|Jianxin Li
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Hierarchically Constrained Adaptive Ad Exposure in Feeds.
Dagui Chen|Qi Yan|Chunjie Chen|Zhenzhe Zheng|Yangsu Liu|Zhenjia Ma|Chuan Yu|Jian Xu|Bo Zheng
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User Recommendation in Social Metaverse with VR.
Bing-Jyue Chen|De-Nian Yang
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Learning to Generalize in Heterogeneous Federated Networks.
Cen Chen|Tiandi Ye|Li Wang|Ming Gao
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CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks.
Jiangui Chen|Ruqing Zhang|Jiafeng Guo|Yiqun Liu|Yixing Fan|Xueqi Cheng
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Discriminative Language Model via Self-Teaching for Dense Retrieval.
Lu Chen|Ruqing Zhang|Jiafeng Guo|Yixing Fan|Xueqi Cheng
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Towards Self-supervised Learning on Graphs with Heterophily.
Jingfan Chen|Guanghui Zhu|Yifan Qi|Chunfeng Yuan|Yihua Huang
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Task Publication Time Recommendation in Spatial Crowdsourcing.
Xuanlei Chen|Yan Zhao|Kai Zheng
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Finding Heterophilic Neighbors via Confidence-based Subgraph Matching for Semi-supervised Node Classification.
Yoonhyuk Choi|Jiho Choi|Taewook Ko|Hyungho Byun|Chong-Kwon Kim
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Review-Based Domain Disentanglement without Duplicate Users or Contexts for Cross-Domain Recommendation.
Yoonhyuk Choi|Jiho Choi|Min Song|Taewook Ko|Min Song|Taewook Ko|Hyungho Byun|Chong-Kwon Kim
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SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrieval.
Eunseong Choi|Sunkyung Lee|Minjin Choi|Hyeseon Ko|Young-In Song|Jongwuk Lee
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Hierarchical Capsule Prediction Network for Marketing Campaigns Effect.
Zhixuan Chu|Hui Ding|Guang Zeng|Yuchen Huang|Tan Yan|Yulin Kang|Sheng Li
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Detecting Environmental Violations with Satellite Imagery in Near Real Time: Land Application under the Clean Water Act.
Ben Chugg|Nicolas Rothbacher|Alex Feng|Xiaoqi Long|Daniel E. Ho
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Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning.
Yun-Wei Chu|Seyyedali Hosseinalipour|Elizabeth Tenorio|Laura M. Cruz Castro|Kerrie A. Douglas|Andrew S. Lan|Christopher G. Brinton
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An Empirical Study on How People Perceive AI-generated Music.
Hyeshin Chu|Joohee Kim|Seongouk Kim|Hongkyu Lim|Hyunwook Lee|Seungmin Jin|Jongeun Lee|Taehwan Kim|Sungahn Ko
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A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery.
Luca Colomba|Alessandro Farasin|Simone Monaco|Salvatore Greco|Paolo Garza|Daniele Apiletti|Elena Baralis|Tania Cerquitelli
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AutoXAI: A Framework to Automatically Select the Most Adapted XAI Solution.
Robin Cugny|Julien Aligon|Max Chevalier|Geoffrey Roman-Jimenez|Olivier Teste
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Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information.
Jian Cui|Kwanwoo Kim|Seung Ho Na|Seungwon Shin
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On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs.
Hejie Cui|Zijie Lu|Pan Li|Carl Yang
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Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities.
Yuanning Cui|Yuxin Wang|Zequn Sun|Wenqiang Liu|Yiqiao Jiang|Kexin Han|Wei Hu
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Scaling Up Maximal k-plex Enumeration.
Qiangqiang Dai|Rong-Hua Li|Hongchao Qin|Meihao Liao|Guoren Wang
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LCD: Adaptive Label Correction for Denoising Music Recommendation.
Quanyu Dai|Yalei Lv|Jieming Zhu|Junjie Ye|Zhenhua Dong|Rui Zhang|Shu-Tao Xia|Ruiming Tang
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Effective Neural Team Formation via Negative Samples.
Arman Dashti|Saeed Samet|Hossein Fani
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OpeNTF: A Benchmark Library for Neural Team Formation.
Arman Dashti|Karan Saxena|Dhwani Patel|Hossein Fani
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When Should We Use Linear Explanations?
Julien Delaunay|Luis Galárraga|Christine Largouët
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Workshop on Human-in-the-loop Data Curation.
Gianluca Demartini|Jie Yang|Shazia Sadiq
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Efficient Trajectory Similarity Computation with Contrastive Learning.
Liwei Deng|Yan Zhao|Zidan Fu|Hao Sun|Shuncheng Liu|Kai Zheng
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Weakly-Supervised Online Hashing with Refined Pseudo Tags.
Chenlu Ding|Xin Luo|Xiao-Ming Wu|Yu-Wei Zhan|Rui Li|Hui Zhang|Xin-Shun Xu
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GFlow-FT: Pick a Child Network via Gradient Flow for Efficient Fine-Tuning in Recommendation Systems.
Ke Ding|Yong He|Xin Dong|Jieyu Yang|Liang Zhang|Ang Li|Xiaolu Zhang|Linjian Mo
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GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning.
Xin Dong|Ruize Wu|Chao Xiong|Hai Li|Lei Cheng|Yong He|Shiyou Qian|Jian Cao|Linjian Mo
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MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning.
Xin Dong|Ruize Wu|Chao Xiong|Hai Li|Lei Cheng|Yong He|Shiyou Qian|Jian Cao|Linjian Mo
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THECOG 2022 - Transforms In Behavioral And Affective Computing (Revisited).
Georgios Drakopoulos|Eleanna Kafeza
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Optimal Action Space Search: An Effective Deep Reinforcement Learning Method for Algorithmic Trading.
Zhongjie Duan|Cen Chen|Dawei Cheng|Yuqi Liang|Weining Qian
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Inferring Sensitive Attributes from Model Explanations.
Vasisht Duddu|Antoine Boutet
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Contrastive Learning with Bidirectional Transformers for Sequential Recommendation.
Hanwen Du|Hui Shi|Pengpeng Zhao|Deqing Wang|Victor S. Sheng|Yanchi Liu|Guanfeng Liu|Lei Zhao
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Higher-order Clustering and Pooling for Graph Neural Networks.
Alexandre Duval|Fragkiskos D. Malliaros
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A Platform for Argumentative Zoning Annotation and Scientific Summarization.
Alaa El-Ebshihy|Annisa Maulida Ningtyas|Linda Andersson|Florina Piroi|Andreas Rauber
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Federated K-Private Set Intersection.
Ahmed Roushdy Elkordy|Yahya H. Ezzeldin|Salman Avestimehr
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From Product Searches to Conversational Agents for E-Commerce.
Giuseppe Di Fabbrizio
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Detecting Significant Differences Between Information Retrieval Systems via Generalized Linear Models.
Guglielmo Faggioli|Nicola Ferro|Norbert Fuhr
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Risk-Aware Bid Optimization for Online Display Advertisement.
Rui Fan|Erick Delage
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Smart Contract Scams Detection with Topological Data Analysis on Account Interaction.
Shuhui Fan|Shaojing Fu|Yuchuan Luo|Haoran Xu|Xuyun Zhang|Ming Xu
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Semi-Supervised Learning with Data Augmentation for Tabular Data.
Jun-Peng Fang|Caizhi Tang|Qing Cui|Feng Zhu|Longfei Li|Jun Zhou|Wei Zhu
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MonitorLight: Reinforcement Learning-based Traffic Signal Control Using Mixed Pressure Monitoring.
Hua Xu|Zekuan Fang|Fan Zhang|Ting Wang|Xiang Lian|Mingsong Chen|Zekuan Fang|Hua Xu
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DuMapper: Towards Automatic Verification of Large-Scale POIs with Street Views at Baidu Maps.
Miao Fan|Jizhou Huang|Haifeng Wang
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Few-Shot Relational Triple Extraction with Perspective Transfer Network.
Junbo Fei|Weixin Zeng|Xiang Zhao|Xuanyi Li|Weidong Xiao
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Aries: Accurate Metric-based Representation Learning for Fast Top-k Trajectory Similarity Query.
Chunhui Feng|Zhicheng Pan|Junhua Fang|Jiajie Xu|Pengpeng Zhao|Lei Zhao
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Adaptive Graph Spatial-Temporal Transformer Network for Traffic Forecasting.
Leandros Tassiulas|Aosong Feng|Jan O. Pedersen|Jan O. Pedersen|Leandros Tassiulas
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GraTO: Graph Neural Network Framework Tackling Over-smoothing with Neural Architecture Search.
Xinshun Feng|Herun Wan|Shangbin Feng|Hongrui Wang|Qinghua Zheng|Jun Zhou|Minnan Luo
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MGMAE: Molecular Representation Learning by Reconstructing Heterogeneous Graphs with A High Mask Ratio.
Jinjia Feng|Zhen Wang|Yaliang Li|Bolin Ding|Zhewei Wei|Hongteng Xu
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Subspace Co-clustering with Two-Way Graph Convolution.
Chakib Fettal|Lazhar Labiod|Mohamed Nadif
doi dblp
Simulating Complex Problems Inside a Database.
Giancarlo Fissore|Nikolaos Vasiloglou
doi dblp
MalNet: A Large-Scale Image Database of Malicious Software.
Scott Freitas|Rahul Duggal|Duen Horng Chau
doi dblp
DISCO: Comprehensive and Explainable Disinformation Detection.
Dongqi Fu|Yikun Ban|Hanghang Tong|Ross Maciejewski|Jingrui He
doi dblp
C-Cast: A Real-Time Forecasting Model for a Controlled Sequence.
Ren Fujiwara
doi dblp
DP-HORUS: Differentially Private Hierarchical Count Histograms under Untrusted Server.
Congcong Fu|Hui Li|Jian Lou|Jiangtao Cui
doi dblp
Implicit User-Generated Content in the Service of Public Health.
Evgeniy Gabrilovich
doi dblp
End-to-end Multi-task Learning Framework for Spatio-Temporal Grounding in Video Corpus.
Yingqi Gao|Zhiling Luo|Shiqian Chen|Wei Zhou
doi dblp
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems.
Chongming Gao|Shijun Li|Wenqiang Lei|Jiawei Chen|Biao Li|Peng Jiang|Xiangnan He|Jiaxin Mao|Tat-Seng Chua
doi dblp
KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos.
Chongming Gao|Shijun Li|Yuan Zhang|Jiawei Chen|Biao Li|Wenqiang Lei|Peng Jiang|Xiangnan He
doi dblp
Towards Practical Large Scale Non-Linear Semi-Supervised Learning with Balancing Constraints.
Zhengqing Gao|Huimin Wu|Martin Takác|Bin Gu
doi dblp
SmartIndex: An Index Advisor with Learned Cost Estimator.
Jianling Gao|Nan Zhao|Ning Wang|Shuang Hao
doi dblp
Consistent, Balanced, and Overlapping Label Trees for Extreme Multi-label Learning.
Zhiqi Ge|Yuanyuan Guan|Ximing Li|Pavel Senin|Bo Fu|Pavel Senin|Bo Fu
doi dblp
PromptORE - A Novel Approach Towards Fully Unsupervised Relation Extraction.
Pierre-Yves Genest|Pierre-Edouard Portier|Elöd Egyed-Zsigmond|Laurent-Walter Goix
doi dblp
Modeling Dynamic Heterogeneous Graph and Node Importance for Future Citation Prediction.
Hao Geng|Ting Jiang|Lin Chen|Deqing Wang|Haolong Guo|Kirsten Vallmuur|Fuzhen Zhuang|Rui Liu|Richi Nayak|Xuehua Ming|Chenguang Du|Ting Jiang|Lin Chen|Haolong Guo|Kirsten Vallmuur|Richi Nayak|Rui Liu
doi dblp
Robust Recurrent Classifier Chains for Multi-Label Learning with Missing Labels.
Walter Gerych|Thomas Hartvigsen|Luke Buquicchio|Emmanuel Agu|Elke A. Rundensteiner
doi dblp
Cascaded Debiasing: Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions.
Bhavya Ghai|Mihir Mishra|Klaus Mueller
doi dblp
Local Contrastive Feature Learning for Tabular Data.
Xingquan Zhu|Aparna S. Varde|Zhabiz Gharibshah|Aparna S. Varde|Xingquan Zhu
doi dblp
RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer.
Mogan Gim|Donghee Choi|Kana Maruyama|Jihun Choi|Hajung Kim|Donghyeon Park|Jaewoo Kang
doi dblp
Spatio-temporal Trajectory Learning using Simulation Systems.
Daniel Glake|Fabian Panse|Ulfia Lenfers|Thomas Clemen|Norbert Ritter
doi dblp
Will This Online Shopping Session Succeed? Predicting Customer's Purchase Intention Using Embeddings.
Miguel Alves Gomes|Richard Meyes|Philipp Meisen|Tobias Meisen
doi dblp
Real-time Short Video Recommendation on Mobile Devices.
Xudong Gong|Qinlin Feng|Yuan Zhang|Jiangling Qin|Weijie Ding|Biao Li|Peng Jiang|Kun Gai
doi dblp
Gromov-Wasserstein Multi-modal Alignment and Clustering.
Fengjiao Gong|Yuzhou Nie|Hongteng Xu
doi dblp
ITSM-GCN: Informative Training Sample Mining for Graph Convolutional Network-based Collaborative Filtering.
Kaiqi Gong|Xiao Song|Senzhang Wang|Songsong Liu|Yong Li
doi dblp
Leveraging Scalable Profiling to Learn and Visualize the Latest Trustworthy COVID-19 Medical Research Findings.
Michael N. Gubanov|Sophie Pavia|Anna Pyayt|William Goble
doi dblp
Binary Transformation Method for Multi-Label Stream Classification.
Ege Berkay Gulcan|Isin Su Ecevit|Fazli Can
doi dblp
Calibrated Conversion Rate Prediction via Knowledge Distillation under Delayed Feedback in Online Advertising.
Yuyao Guo|Haoming Li|Xiang Ao|Min Lu|Dapeng Liu|Lei Xiao|Jie Jiang|Qing He
doi dblp
UDM: A Unified Deep Matching Framework in Recommender Systems.
Long Guo|Fei Fang|Binqiang Zhao|Bin Cui
doi dblp
KiCi: A Knowledge Importance Based Class Incremental Learning Method for Wearable Activity Recognition.
Shuai Guo|Yang Gu|Shijie Wen|Yuan Ma|Yiqiang Chen|Jiwei Wang|Chunyu Hu
doi dblp
Fusing Geometric and Scene Information for Cross-View Geo-Localization.
Siyuan Guo|Tianying Liu|Wengen Li|Jihong Guan|Shuigeng Zhou
doi dblp
SpCQL: A Semantic Parsing Dataset for Converting Natural Language into Cypher.
Aibo Guo|Xinyi Li|Guanchen Xiao|Zhen Tan|Xiang Zhao
doi dblp
Bootstrap-based Causal Structure Learning.
Xianjie Guo|Yujie Wang|Xiaoling Huang|Shuai Yang|Kui Yu
doi dblp
Learning Hypersphere for Few-shot Anomaly Detection on Attributed Networks.
Qiuyu Guo|Xiang Zhao|Yang Fang|Shiyu Yang|Xuemin Lin|Dian Ouyang
doi dblp
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation.
Jiayan Guo|Peiyan Zhang|Chaozhuo Li|Xing Xie|Yan Zhang|Sunghun Kim
doi dblp
Sentaur: Sensor Observable Data Model for Smart Spaces.
Peeyush Gupta|Sharad Mehrotra|Shantanu Sharma|Roberto Yus|Nalini Venkatasubramanian
doi dblp
SciTweets - A Dataset and Annotation Framework for Detecting Scientific Online Discourse.
Salim Hafid|Sebastian Schellhammer|Sandra Bringay|Konstantin Todorov|Stefan Dietze
doi dblp
RAGUEL: Recourse-Aware Group Unfairness Elimination.
Aparajita Haldar|Teddy Cunningham|Hakan Ferhatosmanoglu
doi dblp
Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation.
Jinkun Han|Wei Li|Zhipeng Cai|Yingshu Li
doi dblp
Addressing Cold Start in Product Search via Empirical Bayes.
Cuize Han|Pablo Castells|Parth Gupta|Xu Xu|Vamsi Salaka
doi dblp
Long-tail Mixup for Extreme Multi-label Classification.
Sangwoo Han|Eunseong Choi|Chan Lim|Hyunjung Shim|Jongwuk Lee
doi dblp
MLadder: An Online Training System for Machine Learning and Data Science Education.
Siqi Han|Wanting Li|En Zhang|Jilin Shi|Wei Wang|Xuesong Lu
doi dblp
OpenHGNN: An Open Source Toolkit for Heterogeneous Graph Neural Network.
Hui Han|Tianyu Zhao|Cheng Yang|Hongyi Zhang|Yaoqi Liu|Xiao Wang|Chuan Shi
doi dblp
Stop&Hop: Early Classification of Irregular Time Series.
Thomas Hartvigsen|Walter Gerych|Jidapa Thadajarassiri|Xiangnan Kong|Elke A. Rundensteiner
doi dblp
Stochastic Optimization of Text Set Generation for Learning Multiple Query Intent Representations.
Helia Hashemi|Hamed Zamani|W. Bruce Croft
doi dblp
Change Detection for Local Explainability in Evolving Data Streams.
Johannes Haug|Alexander Braun|Stefan Zürn|Gjergji Kasneci
doi dblp
Modeling Diverse Chemical Reactions for Single-step Retrosynthesis via Discrete Latent Variables.
Huarui He|Jie Wang|Yunfei Liu|Feng Wu
doi dblp
Causal Intervention for Sentiment De-biasing in Recommendation.
Ming He|Xin Chen|Xinlei Hu|Changshu Li
doi dblp
PROPN: Personalized Probabilistic Strategic Parameter Optimization in Recommendations.
Pengfei He|Haochen Liu|Xiangyu Zhao|Hui Liu|Jiliang Tang
doi dblp
BLUTune: Query-informed Multi-stage IBM Db2 Tuning via ML.
Connor Henderson|Spencer Bryson|Vincent Corvinelli|Parke Godfrey|Piotr Mierzejewski|Jaroslaw Szlichta|Calisto Zuzarte
doi dblp
Unified Knowledge Prompt Pre-training for Customer Service Dialogues.
Keqing He|Jingang Wang|Chaobo Sun|Wei Wu
doi dblp
Query-Aware Sequential Recommendation.
Zhankui He|Handong Zhao|Zhaowen Wang|Zhe Lin|Ajinkya Kale|Julian J. McAuley
doi dblp
AutoMARS: Searching to Compress Multi-Modality Recommendation Systems.
Duc Hoang|Haotao Wang|Handong Zhao|Ryan A. Rossi|Sungchul Kim|Kanak Mahadik|Zhangyang Wang
doi dblp
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction.
Sebastian Hofstätter|Omar Khattab|Sophia Althammer|Mete Sertkan|Allan Hanbury
doi dblp
Semi-supervised Continual Learning with Meta Self-training.
Stella Ho|Ming Liu|Lan Du|Yunfeng Li|Longxiang Gao|Shang Gao
doi dblp
Can We Have Both Fish and Bear's Paw?: Improving Performance, Reliability, and both of them for Relation Extraction under Label Shift.
Yu Hong|Zhixu Li|Jianfeng Qu|Jiaqing Liang|Yi Luo|Miyu Zhang|Yanghua Xiao|Wei Wang
doi dblp
META-CODE: Community Detection via Exploratory Learning in Topologically Unknown Networks.
Yu Hou|Cong Tran|Won-Yong Shin
doi dblp
Extreme Systematic Reviews: A Large Literature Screening Dataset to Support Environmental Policymaking.
Jingwen Hou|Xiaochen Wang|Jean-Jacques Dubois|R. Byron Rice|Amanda Haddock|Yue Wang
doi dblp
Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs.
Phillip Howard|Arden Ma|Vasudev Lal|Ana Paula Simões|Daniel Korat|Oren Pereg|Moshe Wasserblat|Gadi Singer
doi dblp
A GPU-based Graph Pattern Mining System.
Lin Hu|Lei Zou
doi dblp
Memory Bank Augmented Long-tail Sequential Recommendation.
Yidan Hu|Yong Liu|Chunyan Miao|Yuan Miao
doi dblp
AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion Query.
Zepeng Huai|Zhe Wang|Yifan Zhu|Peng Zhang
doi dblp
Causal Relationship over Knowledge Graphs.
Hao Huang
doi dblp
Pattern Adaptive Specialist Network for Learning Trading Patterns in Stock Market.
Huiling Huang|Jianliang Gao|Cong Xu|Xiaoting Ying
doi dblp
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps.
Jizhou Huang|Zhengjie Huang|Xiaomin Fang|Shikun Feng|Xuyi Chen|Jiaxiang Liu|Haitao Yuan|Haifeng Wang
doi dblp
System-Auditing, Data Analysis and Characteristics of Cyber Attacks for Big Data Systems.
Liangyi Huang|Sophia Hall|Fei Shao|Arafath Nihar|Vipin Chaudhary|Yinghui Wu|Roger H. French|Xusheng Xiao
doi dblp
Deep Presentation Bias Integrated Framework for CTR Prediction.
Jianqiang Huang|Xingyuan Tang|Zhe Wang|Shaolin Jia|Yin Bai|Zhiwei Liu|Jia Cheng|Jun Lei|Yan Zhang
doi dblp
DuIVRS: A Telephonic Interactive Voice Response System for Large-Scale POI Attribute Acquisition at Baidu Maps.
Jizhou Huang|Haifeng Wang|Shaolei Wang
doi dblp
Self-Supervised Learning for Recommendation.
Chao Huang|Lianghao Xia|Xiang Wang|Xiangnan He|Dawei Yin
doi dblp
GDA-HIN: A Generalized Domain Adaptive Model across Heterogeneous Information Networks.
Tiancheng Huang|Ke Xu|Donglin Wang
doi dblp
LGP: Few-Shot Class-Evolutionary Learning on Dynamic Graphs.
Tiancheng Huang|Feng Zhao|Donglin Wang
doi dblp
An Uncertainty-Aware Imputation Framework for Alleviating the Sparsity Problem in Collaborative Filtering.
Sunghyun Hwang|Dong-Kyu Chae
doi dblp
An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models.
Jihyeon Hyeong|Jayoung Kim|Noseong Park|Sushil Jajodia
doi dblp
Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability.
Dongmin Hyun|Chanyoung Park|Junsu Cho|Hwanjo Yu
doi dblp
Best Practices for Top-N Recommendation Evaluation: Candidate Set Sampling and Statistical Inference Techniques.
Ngozi Ihemelandu
doi dblp
Incorporating Fairness in Large-scale Evacuation Planning.
Kazi Ashik Islam|Da Qi Chen|Madhav V. Marathe|Henning S. Mortveit|Samarth Swarup|Anil Vullikanti
doi dblp
NILK: Entity Linking Dataset Targeting NIL-linking Cases.
Anastasiia Iurshina|Jiaxin Pan|Rafika Boutalbi|Steffen Staab
doi dblp
Discovering Fine-Grained Semantics in Knowledge Graph Relations.
Nitisha Jain|Ralf Krestel
doi dblp
RealGraphGPU: A High-Performance GPU-Based Graph Engine toward Large-Scale Real-World Network Analysis.
Myung-Hwan Jang|Yun-Yong Ko|Dongkyu Jeong|Jeong-Min Park|Sang-Wook Kim
doi dblp
Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge.
Hyunsik Jeon|Jongjin Kim|Hoyoung Yoon|Jaeri Lee|U Kang
doi dblp
Hockey: A Hybrid PMem-SSD Storage Engine for Analytical Database.
Yuhang Jia|Huiqi Hu|Xuan Zhou|Weining Qian
doi dblp
Diverse Effective Relationship Exploration for Cooperative Multi-Agent Reinforcement Learning.
Hao Jiang|Yuntao Liu|Shengze Li|Jieyuan Zhang|Xinhai Xu|Donghong Liu
doi dblp
Adaptive Domain Interest Network for Multi-domain Recommendation.
Yuchen Jiang|Qi Li|Han Zhu|Jinbei Yu|Jin Li|Ziru Xu|Huihui Dong|Bo Zheng
doi dblp
Towards Federated Learning against Noisy Labels via Local Self-Regularization.
Xuefeng Jiang|Ullas Nambiar|Yuwei Wang|Sheng Sun|Niranjan Thirumale|Min Liu|Yuwei Wang|Ullas Nambiar|Min Liu|Niranjan Thirumale
doi dblp
A Real-time Post-processing System for Itinerary Recommendation.
Linge Jiang|Guiyang Wang|Zhibo Zhu|Binghao Wang|Runsheng Gan|Ziqi Liu|Jun Zhou
doi dblp
MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction.
Jinmyung Jung|Wangjie Jiang|Hasun Yu|Zhihao Ye|Zijing Ou|Seyeol Yoon|Ruihui Zhao|Sungji Choo|Sangwoo Kim|Jianguang Zheng|Sungji Choo|Ruihui Zhao|Doheon Lee|Yi Liu|Sangwoo Kim|Jianguang Zheng|Doheon Lee|Yi Liu|Bang Liu|Siheng Li|Yujiu Yang|Yefeng Zheng
doi dblp
Intra-session Context-aware Feed Recommendation in Live Systems.
Luo Ji|Gao Liu|Mingyang Yin|Hongxia Yang
doi dblp
Multi-Scale User Behavior Network for Entire Space Multi-Task Learning.
Jiarui Jin|Xianyu Chen|Weinan Zhang|Yuanbo Chen|Zaifan Jiang|Zekun Zhu|Zhewen Su|Yong Yu
doi dblp
AI-Augmented Art Psychotherapy through a Hierarchical Co-Attention Mechanism.
Seungwan Jin|Hoyoung Choi|Kyungsik Han
doi dblp
X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning.
Baoyu Jing|Shengyu Feng|Yuejia Xiang|Xi Chen|Yu Chen|Hanghang Tong
doi dblp
Can Adversarial Training benefit Trajectory Representation?: An Investigation on Robustness for Trajectory Similarity Computation.
Quanliang Jing|Shuo Liu|Xinxin Fan|Jingwei Li|Di Yao|Baoli Wang|Jingping Bi
doi dblp
GReS: Graphical Cross-domain Recommendation for Supply Chain Platform.
Zhiwen Jing|Ziliang Zhao|Yang Feng|Xiaochen Ma|Nan Wu|Shengqiao Kang|Cheng Yang|Yujia Zhang|Hao Guo
doi dblp
Extracting Drug-drug Interactions from Biomedical Texts using Knowledge Graph Embeddings and Multi-focal Loss.
Xin Jin|Xia Sun|Jiacheng Chen|Richard F. E. Sutcliffe
doi dblp
Efficient Optimization of Dominant Set Clustering with Frank-Wolfe Algorithms.
Carl Johnell|Morteza Haghir Chehreghani
doi dblp
Personal Entity, Concept, and Named Entity Linking in Conversations.
Hideaki Joko|Faegheh Hasibi
doi dblp
Workshop on Proactive and Agent-Supported Information Retrieval (PASIR).
Gareth J. F. Jones|Procheta Sen|Debasis Ganguly|Emine Yilmaz
doi dblp
Commonsense Knowledge Base Completion with Relational Graph Attention Network and Pre-trained Language Model.
Jinhao Ju|Deqing Yang|Jingping Liu
doi dblp
Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs.
Endri Kacupaj|Kuldeep Singh|Maria Maleshkova|Jens Lehmann
doi dblp
TrustLOG: The First Workshop on Trustworthy Learning on Graphs.
Jian Kang|Shuaicheng Zhang|Bo Li|Jingrui He|Jian Pei|Dawei Zhou
doi dblp
Flurry: A Fast Framework for Provenance Graph Generation for Representation Learning.
Maya Kapoor|Joshua Melton|Michael Ridenhour|Thomas Moyer|Siddharth Krishnan
doi dblp
RaDaR: A Real-Word Dataset for AI powered Run-time Detection of Cyber-Attacks.
Sareena Karapoola|Nikhilesh Singh|Chester Rebeiro|V. Kamakoti
doi dblp
Building Next Best Action Engines for B2C and B2B Use Cases.
Ilya Katsov
doi dblp
Convolutional Transformer Networks for Epileptic Seizure Detection.
Nan Ke|Tong Lin|Zhouchen Lin|Xiao-Hua Zhou|Taoyun Ji
doi dblp
Mining Entry Gates for Points of Interest.
Tanya Khanna|Abhinav Ganesan|Jose Mathew|Kranthi Mitra Adusimilli
doi dblp
Bootstrapped Knowledge Graph Embedding based on Neighbor Expansion.
Jun Seon Kim|Seong-Jin Ahn|Myoung Ho Kim
doi dblp
Residual Correction in Real-Time Traffic Forecasting.
Daejin Kim|Youngin Cho|Dongmin Kim|Cheonbok Park|Jaegul Choo
doi dblp
Context-aware Traffic Flow Forecasting in New Roads.
Namhyuk Kim|Dong-Kyu Chae|Jung Ah Shin|Sang-Wook Kim|Duen Horng Chau|Sunghwan Park
doi dblp
SWAG-Net: Semantic Word-Aware Graph Network for Temporal Video Grounding.
Sunoh Kim|Taegil Ha|Kimin Yun|Jin Young Choi
doi dblp
Models and Benchmarks for Representation Learning of Partially Observed Subgraphs.
Dongkwan Kim|Jiho Jin|Jaimeen Ahn|Alice Oh
doi dblp
Is It Enough Just Looking at the Title?: Leveraging Body Text To Enrich Title Words Towards Accurate News Recommendation.
Taeho Kim|Yungi Kim|Yeon-Chang Lee|Won-Yong Shin|Sang-Wook Kim
doi dblp
MARIO: Modality-Aware Attention and Modality-Preserving Decoders for Multimedia Recommendation.
Taeri Kim|Yeon-Chang Lee|Kijung Shin|Sang-Wook Kim
doi dblp
Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems.
Minseok Kim|Jinoh Oh|Jaeyoung Do|Sungjin Lee
doi dblp
FedRN: Exploiting k-Reliable Neighbors Towards Robust Federated Learning.
Sangmook Kim|Wonyoung Shin|Soohyuk Jang|Hwanjun Song|Se-Young Yun
doi dblp
EEG-Oriented Self-Supervised Learning and Cluster-Aware Adaptation.
Wonjun Ko|Heung-Il Suk
doi dblp
MM-evocat: A Tool for Modelling and Evolution Management of Multi-Model Data.
Pavel Koupil|Jáchym Bártík|Irena Holubová
doi dblp
POTATO: exPlainable infOrmation exTrAcTion framewOrk.
Ádám Kovács|Kinga Gémes|Eszter Iklódi|Gábor Recski
doi dblp
PAVE: Lazy-MDP based Ensemble to Improve Recall of Product Attribute Extraction Models.
Kushal Kumar|Anoop S. V. K. K. Saladi
doi dblp
Neuron Specific Pruning for Communication Efficient Federated Learning.
Gaurav Kumar|Durga Toshniwal
doi dblp
Named Entity-based Question-Answering Pair Generator.
Aritra Kumar Lahiri|Qinmin Vivian Hu
doi dblp
Semorph: A Morphology Semantic Enhanced Pre-trained Model for Chinese Spam Text Detection.
Kaiting Lai|Yinong Long|Bowen Wu|Ying Li|Baoxun Wang
doi dblp
Loyalty-based Task Assignment in Spatial Crowdsourcing.
Tinghao Lai|Yan Zhao|Weizhu Qian|Kai Zheng
doi dblp
Demonstrating SubStrat: A Subset-Based Strategy for Faster AutoML on Large Datasets.
Teddy Lazebnik|Amit Somech
doi dblp
Relational Self-Supervised Learning on Graphs.
Namkyeong Lee|Dongmin Hyun|Junseok Lee|Chanyoung Park
doi dblp
Efficient Data Augmentation Policy for Electrocardiograms.
ByeongTak Lee|Yong-Yeon Jo|Seon-Yu Lim|Youngjae Song|Joon-Myoung Kwon
doi dblp
Sliding Cross Entropy for Self-Knowledge Distillation.
Hanbeen Lee|Jeongho Kim|Simon S. Woo
doi dblp
Maximum Norm Minimization: A Single-Policy Multi-Objective Reinforcement Learning to Expansion of the Pareto Front.
Seonjae Lee|Myoung-Hoon Lee|Jun Moon
doi dblp
Accelerating CNN via Dynamic Pattern-based Pruning Network.
Gwanghan Lee|Saebyeol Shin|Simon S. Woo
doi dblp
A Multi-grained Dataset for News Event Triggered Knowledge Update.
Yu-Ting Lee|Ying-Jhe Tang|Yu-Chung Cheng|Pai-Lin Chen|Tsai-Yen Li|Hen-Hsen Huang
doi dblp
Mining of Real-world Hypergraphs: Patterns, Tools, and Generators.
Geon Lee|Jaemin Yoo|Kijung Shin
doi dblp
Legal Charge Prediction via Bilinear Attention Network.
Yuquan Le|Yuming Zhao|Meng Chen|Zhe Quan|Xiaodong He|Kenli Li
doi dblp
Parallel Skyline Processing Using Space Pruning on GPU.
Chuanwen Li|Yu Gu|Jianzhong Qi|Ge Yu
doi dblp
IntTower: The Next Generation of Two-Tower Model for Pre-Ranking System.
Xiangyang Li|Bo Chen|Huifeng Guo|Jingjie Li|Chenxu Zhu|Xiang Long|Sujian Li|Yichao Wang|Wei Guo|Longxia Mao|Jinxing Liu|Zhenhua Dong|Ruiming Tang
doi dblp
AdaDebunk: An Efficient and Reliable Deep State Space Model for Adaptive Fake News Early Detection.
Ke Li|Bin Guo|Siyuan Ren|Zhiwen Yu
doi dblp
Demonstration of LogicLib: An Expressive Multi-Language Interface over Scalable Datalog System.
Mingda Li|Jin Wang|Guorui Xiao|Youfu Li|Carlo Zaniolo
doi dblp
Fifty Shades of Pink: Understanding Color in e-commerce using Knowledge Graphs.
Lizzie Liang|Sneha Kamath|Petar Ristoski|Qunzhi Zhou|Zhe Wu
doi dblp
Relation-aware Blocking for Scalable Recommendation Systems.
Huizhi Liang|Zehao Liu|Thanet Markchom
doi dblp
TrajFormer: Efficient Trajectory Classification with Transformers.
Yuxuan Liang|Kun Ouyang|Yiwei Wang|Xu Liu|Hongyang Chen|Junbo Zhang|Yu Zheng|Roger Zimmermann
doi dblp
Invariance Testing and Feature Selection Using Sparse Linear Layers.
Zukang Liao|Michael Cheung
doi dblp
Heterogeneous Graph Attention Network for Drug-Target Interaction Prediction.
Mei Li|Xiangrui Cai|Linyu Li|Sihan Xu|Hua Ji
doi dblp
A Hierarchical User Behavior Modeling Framework for Cross-Domain Click-Through Rate Prediction.
Hai Li|Xin Dong|Lei Cheng|Linjian Mo
doi dblp
Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility.
Yongkang Li|Zipei Fan|Jixiao Zhang|Dengheng Shi|Tianqi Xu|Du Yin|Jinliang Deng|Xuan Song
doi dblp
Spatiotemporal-aware Session-based Recommendation with Graph Neural Networks.
Yinfeng Li|Chen Gao|Xiaoyi Du|Huazhou Wei|Hengliang Luo|Depeng Jin|Yong Li
doi dblp
Cognitive Diagnosis Focusing on Knowledge Concepts.
Sheng Li|Quanlong Guan|Liangda Fang|Fang Xiao|Zhenyu He|Yizhou He|Weiqi Luo
doi dblp
Frequent Itemset Mining with Local Differential Privacy.
Junhui Li|Wensheng Gan|Yijie Gui|Yongdong Wu|Philip S. Yu
doi dblp
MDGCF: Multi-Dependency Graph Collaborative Filtering with Neighborhood- and Homogeneous-level Dependencies.
Guohui Li|Zhiqiang Guo|Jianjun Li|Chaoyang Wang
doi dblp
An Exploratory Study of Information Cocoon on Short-form Video Platform.
Nian Li|Chen Gao|Jinghua Piao|Xin Huang|Aizhen Yue|Liang Zhou|Qingmin Liao|Yong Li
doi dblp
PRID: An Efficient Pub/Sub Ride Hitching System.
Yafei Li|Lei Gao|Haobo Sun|Huiling Li|Qingshun Wu
doi dblp
Dual-Augment Graph Neural Network for Fraud Detection.
Qiutong Li|Yanshen He|Cong Xu|Feng Wu|Jianliang Gao|Zhao Li
doi dblp
SPOT: Knowledge-Enhanced Language Representations for Information Extraction.
Jiacheng Li|Yannis Katsis|Tyler Baldwin|Ho-Cheol Kim|Andrew Bartko|Julian J. McAuley|Chun-Nan Hsu
doi dblp
Dynamic Network Embedding via Temporal Path Adjacency Matrix Factorization.
Zhuoming Li|Darong Lai
doi dblp
CNewsTS - A Large-scale Chinese News Dataset with Hierarchical Topic Category and Summary.
Quanzhi Li|Yingchi Liu|Yang Chao
doi dblp
Prototypical Contrastive Learning and Adaptive Interest Selection for Candidate Generation in Recommendations.
Ningning Li|Qunwei Li|Xichen Ding|Shaohu Chen|Wenliang Zhong
doi dblp
Query Rewriting in TaoBao Search.
Sen Li|Fuyu Lv|Taiwei Jin|Guiyang Li|Yukun Zheng|Tao Zhuang|Qingwen Liu|Xiaoyi Zeng|James T. Kwok|Qianli Ma
doi dblp
CoPatE: A Novel Contrastive Learning Framework for Patent Embeddings.
Huahang Li|Shuangyin Li|Yuncheng Jiang|Gansen Zhao
doi dblp
Cooperative Max-Pressure Enhanced Traffic Signal Control.
Lin Li|Renbo Li|Yuquan Peng|Chuanming Huang|Jingling Yuan
doi dblp
℘-MinHash Algorithm for Continuous Probability Measures: Theory and Application to Machine Learning.
Ping Li|Xiaoyun Li|Gennady Samorodnitsky
doi dblp
JavaScript&Me, A Tool to Support Research into Code Transformation and Browser Security.
Susana Lima|Ricardo Morla|João Routar
doi dblp
PlatoGL: Effective and Scalable Deep Graph Learning System for Graph-enhanced Real-Time Recommendation.
Dandan Lin|Shijie Sun|Jingtao Ding|Xuehan Ke|Hao Gu|Xing Huang|Chonggang Song|Xuri Zhang|Lingling Yi|Jie Wen|Chuan Chen
doi dblp
Quantifying and Mitigating Popularity Bias in Conversational Recommender Systems.
Allen Lin|Jianling Wang|Ziwei Zhu|James Caverlee
doi dblp
Cascade Variational Auto-Encoder for Hierarchical Disentanglement.
Fudong Lin|Xu Yuan|Lu Peng|Nian-Feng Tzeng
doi dblp
Sparse Attentive Memory Network for Click-through Rate Prediction with Long Sequences.
Qianying Lin|Wen-Ji Zhou|Yanshi Wang|Qing Da|Qing-Guo Chen|Bing Wang
doi dblp
Gromov-Wasserstein Guided Representation Learning for Cross-Domain Recommendation.
Xinhang Li|Zhaopeng Qiu|Xiangyu Zhao|Zihao Wang|Yong Zhang|Chunxiao Xing|Xian Wu
doi dblp
Do Simpler Statistical Methods Perform Better in Multivariate Long Sequence Time-Series Forecasting?
Hao Li|Jie Shao|Kewen Liao|Mingjian Tang
doi dblp
Billion-user Customer Lifetime Value Prediction: An Industrial-scale Solution from Kuaishou.
Kunpeng Li|Guangcui Shao|Naijun Yang|Xiao Fang|Yang Song
doi dblp
Improving Personality Consistency in Conversation by Persona Extending.
Yifan Liu|Wei Wei|Jiayi Liu|Xianling Mao|Rui Fang|Dangyang Chen
doi dblp
Task Assignment with Federated Preference Learning in Spatial Crowdsourcing.
Jiaxin Liu|Liwei Deng|Hao Miao|Yan Zhao|Kai Zheng
doi dblp
Ensemble Learning Methods for Dirty Data.
Ling Liu
doi dblp
Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima.
Hengyu Liu|Qiang Fu|Lun Du|Tiancheng Zhang|Ge Yu|Shi Han|Dongmei Zhang
doi dblp
High-quality Task Division for Large-scale Entity Alignment.
Bing Liu|Wen Hua|Guido Zuccon|Genghong Zhao|Xia Zhang
doi dblp
Unsupervised Hierarchical Graph Pooling via Substructure-Sensitive Mutual Information Maximization.
Ning Liu|Songlei Jian|Dongsheng Li|Hongzuo Xu
doi dblp
Multi-Faceted Hierarchical Multi-Task Learning for Recommender Systems.
Junning Liu|Xinjian Li|Bo An|Zijie Xia|Xu Wang
doi dblp
Are Gradients on Graph Structure Reliable in Gray-box Attacks?
Zihan Liu|Yun Luo|Lirong Wu|Siyuan Li|Zicheng Liu|Stan Z. Li
doi dblp
Efficient Non-sampling Expert Finding.
Hongtao Liu|Zhepeng Lv|Qing Yang|Dongliang Xu|Qiyao Peng
doi dblp
ExpertBert: Pretraining Expert Finding.
Hongtao Liu|Zhepeng Lv|Hojung Nam|Hojung Nam|Zhepeng Lv|Qing Yang|Dongliang Xu|Qiyao Peng
doi dblp
Memory Augmented Graph Learning Networks for Multivariate Time Series Forecasting.
Xiangyue Liu|Xinqi Lyu|Xiangchi Zhang|Jianliang Gao|Jiamin Chen
doi dblp
Predicting Intraoperative Hypoxemia with Hybrid Inference Sequence Autoencoder Networks.
Hanyang Liu|Michael Montana|Dingwen Li|Chase Renfroe|Thomas George Kannampallil|Chenyang Lu
doi dblp
I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning.
Yang Liu|Zequn Sun|Guangyao Li|Wei Hu
doi dblp
Embedding Global and Local Influences for Dynamic Graphs.
Meng Liu|Jiaming Wu|Yong Liu
doi dblp
TSUPY: Dynamic Climate Network Analysis Library.
Jinshu Liu|Yunlong Xu|Fatemeh Nargesian|Gourab Ghoshal
doi dblp
Deep Learning for Search and Recommendation.
Wei Liu|Kexin Xie|Linsey Pang|James Bailey|Longbing Cao|Yuxi Zhang
doi dblp
Social Graph Transformer Networks for Pedestrian Trajectory Prediction in Complex Social Scenarios.
Yao Liu|Lina Yao|Binghao Li|Xianzhi Wang|Claude Sammut
doi dblp
Knowledge Enhanced Multi-Interest Network for the Generation of Recommendation Candidates.
Danyang Liu|Yuji Yang|Mengdi Zhang|Wei Wu|Xing Xie|Guangzhong Sun
doi dblp
DA-Net: Distributed Attention Network for Temporal Knowledge Graph Reasoning.
Kangzheng Liu|Feng Zhao|Hongxu Chen|Yicong Li|Guandong Xu|Hai Jin
doi dblp
Knowledge Distillation via Hypersphere Features Distribution Transfer.
Boheng Liu|Tianrui Zhang|Ligang Miao
doi dblp
SmartQuery: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction.
Xiaoting Li|Yuhang Wu|Vineeth Rakesh|Yusan Lin|Hao Yang|Fei Wang
doi dblp
Automated Spatio-Temporal Synchronous Modeling with Multiple Graphs for Traffic Prediction.
Fuxian Li|Huan Yan|Guangyin Jin|Yue Liu|Yong Li|Depeng Jin
doi dblp
Multi-agent Transformer Networks for Multimodal Human Activity Recognition.
Jingcheng Li|Lina Yao|Binghao Li|Xianzhi Wang|Claude Sammut
doi dblp
An Extreme Semi-supervised Framework Based on Transformer for Network Intrusion Detection.
Yangmin Li|Xinhang Yuan|Wengen Li
doi dblp
Visual Exploration of Literature with Argo Scholar.
Kevin Li|Haoyang Yang|Evan Montoya|Anish Upadhayay|Zhiyan Zhou|Jon Saad-Falcon|Duen Horng Chau
doi dblp
An Adaptive Framework for Confidence-constraint Rule Set Learning Algorithm in Large Dataset.
Meng Li|Lu Yu|Ya-Lin Zhang|Xiaoguang Huang|Qitao Shi|Qing Cui|Xinxing Yang|Longfei Li|Wei Zhu|Yanming Fang|Jun Zhou
doi dblp
GCWSNet: Generalized Consistent Weighted Sampling for Scalable and Accurate Training of Neural Networks.
Ping Li|Weijie Zhao
doi dblp
SK2: Integrating Implicit Sentiment Knowledge and Explicit Syntax Knowledge for Aspect-Based Sentiment Analysis.
Jia Li|Yuyuan Zhao|Zhi Jin|Ge Li|Tao Shen|Zhengwei Tao|Chongyang Tao
doi dblp
MomNet: Gender Prediction using Mechanism of Working Memory.
Sijie Long|Lin Li|Jingling Yuan|Jianquan Liu
doi dblp
Sampling Enclosing Subgraphs for Link Prediction.
Paul Louis|Shweta Ann Jacob|Amirali Salehi-Abari
doi dblp
Meta-Reinforcement Learning for Multiple Traffic Signals Control.
Yican Lou|Jia Wu|Yunchuan Ran
doi dblp
BRIGHT - Graph Neural Networks in Real-time Fraud Detection.
Mingxuan Lu|Zhichao Han|Susie Xi Rao|Zitao Zhang|Yang Zhao|Yinan Shan|Ramesh Raghunathan|Ce Zhang|Jiawei Jiang
doi dblp
STARDOM: Semantic Aware Deep Hierarchical Forecasting Model for Search Traffic Prediction.
Yucheng Lu|Qiang Ji|Liang Wang|Tianshu Wu|Hongbo Deng|Jian Xu|Bo Zheng
doi dblp
PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python.
Haiping Lu|Xianyuan Liu|Shuo Zhou|Robert Turner|Peizhen Bai|Raivo E. Koot|Mustafa Chasmai|Lawrence Schobs|Hao Xu
doi dblp
Urban Region Profiling via Multi-Graph Representation Learning.
Yan Luo|Fu-Lai Chung|Kai Chen
doi dblp
Dual-Task Learning for Multi-Behavior Sequential Recommendation.
Jinwei Luo|Mingkai He|Xiaolin Lin|Weike Pan|Zhong Ming
doi dblp
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation.
Sichun Luo|Yuanzhang Xiao|Linqi Song
doi dblp
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations.
Sichun Luo|Xinyi Zhang|Yuanzhang Xiao|Linqi Song
doi dblp
Scalable Multiple Kernel k-means Clustering.
Yihang Lu|Haonan Xin|Rong Wang|Feiping Nie|Xuelong Li
doi dblp
Self-Paced and Discrete Multiple Kernel k-Means.
Yihang Lu|Xuan Zheng|Jitao Lu|Rong Wang|Feiping Nie|Xuelong Li
doi dblp
Learning Chinese Word Embeddings By Discovering Inherent Semantic Relevance in Sub-characters.
Wei Lu|Buzhou Tang|Pingpeng Yuan|Hongxin Cao|Zhaobo Zhang|Hai Jin|Buzhou Tang|Pingpeng Yuan|Hongxin Cao|Hai Jin|Qiang-Sheng Hua
doi dblp
OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction.
Fuyuan Lyu|Xing Tang|Hong Zhu|Huifeng Guo|Yingxue Zhang|Ruiming Tang|Xue Liu
doi dblp
See Clicks Differently: Modeling User Clicking Alternatively with Multi Classifiers for CTR Prediction.
Shiwei Lyu|Hongbo Cai|Chaohe Zhang|Shuai Ling|Yue Shen|Xiaodong Zeng|Jinjie Gu|Guannan Zhang|Haipeng Zhang
doi dblp
Faithful Abstractive Summarization via Fact-aware Consistency-constrained Transformer.
Yuanjie Lyu|Chen Zhu|Tong Xu|Zikai Yin|Enhong Chen
doi dblp
Towards Fair Workload Assessment via Homogeneous Order Grouping in Last-mile Delivery.
Wenjun Lyu|Kexin Zhang|Guang Yang|Meeyoung Park|Baoshen Guo|Zhiqing Hong|Meeyoung Park|Guang Yang|Guang Wang|Yu Yang|Yunhuai Liu|Desheng Zhang
doi dblp
Adaptive Re-Ranking with a Corpus Graph.
Sean MacAvaney|Nicola Tonellotto|Craig Macdonald
doi dblp
Hierarchical Spatio-Temporal Graph Neural Networks for Pandemic Forecasting.
Yihong Ma|Patrick Gérard|Yijun Tian|Zhichun Guo|Nitesh V. Chawla
doi dblp
Scattered or Connected? An Optimized Parameter-efficient Tuning Approach for Information Retrieval.
Xinyu Ma|Jiafeng Guo|Ruqing Zhang|Yixing Fan|Xueqi Cheng
doi dblp
Robustness of Sketched Linear Classifiers to Adversarial Attacks.
Ananth Mahadevan|Arpit Merchant|Yanhao Wang|Michael Mathioudakis
doi dblp
Towards Robust False Information Detection on Social Networks with Contrastive Learning.
Guanghui Ma|Chunming Hu|Ling Ge|Junfan Chen|Hong Zhang|Richong Zhang
doi dblp
Curriculum Contrastive Learning for Fake News Detection.
Jiachen Ma|Yong Liu|Meng Liu|Meng Han
doi dblp
Knowledge-Sensed Cognitive Diagnosis for Intelligent Education Platforms.
Crystal Chen|Haiping Ma|Jessica Lin|Manwei Li|Susan Frankenstein|Le Wu|Haifeng Zhang|Xing Wang|Crystal Chen|Haiping Ma|Yunbo Cao|Manwei Li|Jessica Lin|Xingyi Zhang|Le Wu|Susan Frankenstein|Xuemin Zhao|Xing Wang|Haifeng Zhang
doi dblp
Locality Aware Temporal FMs for Crime Prediction.
Sameen Mansha|Abdur Rehman|Shaaf Abdullah|Faisal Kamiran|Hongzhi Yin
doi dblp
Contextualized Formula Search Using Math Abstract Meaning Representation.
Behrooz Mansouri|Douglas W. Oard|Richard Zanibbi
doi dblp
Jointly Contrastive Representation Learning on Road Network and Trajectory.
Zhenyu Mao|Ziyue Li|Dedong Li|Lei Bai|Rui Zhao
doi dblp
One Rating to Rule Them All?: Evidence of Multidimensionality in Human Assessment of Topic Labeling Quality.
Amin Hosseiny Marani|Joshua Levine|Eric P. S. Baumer
doi dblp
NEST: Simulating Pandemic-like Events for Collaborative Filtering by Modeling User Needs Evolution.
Chenglong Ma|Yongli Ren|Pablo Castells|Mark Sanderson
doi dblp
Not All Neighbors are Friendly: Learning to Choose Hop Features to Improve Node Classification.
Sunil Kumar Maurya|Xin Liu|Tsuyoshi Murata
doi dblp
DEMO: Disentangled Molecular Graph Generation via an Invertible Flow Model.
Changsheng Ma|Qiang Yang|Xin Gao|Xiangliang Zhang
doi dblp
A Contrastive Pre-training Approach to Discriminative Autoencoder for Dense Retrieval.
Xinyu Ma|Ruqing Zhang|Jiafeng Guo|Yixing Fan|Xueqi Cheng
doi dblp
MORN: Molecular Property Prediction Based on Textual-Topological-Spatial Multi-View Learning.
Runze Ma|Yidan Zhang|Xinye Wang|Zhenyang Yu|Lei Duan
doi dblp
A Prerequisite Attention Model for Knowledge Proficiency Diagnosis of Students.
Haiping Ma|Jinwei Zhu|Shangshang Yang|Qi Liu|Haifeng Zhang|Xingyi Zhang|Yunbo Cao|Xuemin Zhao
doi dblp
The 2nd Workshop on Mixed-Initiative ConveRsatiOnal Systems (MICROS).
Ida Mele|Cristina Ioana Muntean|Mohammad Aliannejadi|Nikos Voskarides
doi dblp
Cascade-based Echo Chamber Detection.
Marco Minici|Federico Cinus|Corrado Monti|Francesco Bonchi|Giuseppe Manco
doi dblp
Information Extraction from Social Media: A Hands-on Tutorial on Tasks, Data, and Open Source Tools.
Shubhanshu Mishra|Rezvaneh Rezapour|Jana Diesner
doi dblp
Efficient Compression Method for Roadside LiDAR Data.
Md. Parvez Mollah|Biplob Debnath|Murugan Sankaradas|Srimat Chakradhar|Abdullah Mueen
doi dblp
MEMENTO: Neural Model for Estimating Individual Treatment Effects for Multiple Treatments.
Abhirup Mondal|Anirban Majumder|Vineet Chaoji
doi dblp
Music4All-Onion - A Large-Scale Multi-faceted Content-Centric Music Recommendation Dataset.
Marta Moscati|Emilia Parada-Cabaleiro|Yashar Deldjoo|Eva Zangerle|Markus Schedl
doi dblp
Mining Reaction and Diffusion Dynamics in Social Activities.
Taichi Murayama|Yasuko Matsubara|Yasushi Sakurai|None None
doi dblp
Towards Confidence-aware Calibrated Recommendation.
Mohammadmehdi Naghiaei|Hossein A. Rahmani|Mohammad Aliannejadi|Nasim Sonboli
doi dblp
Network Aware Forecasting for eCommerce Supply Planning.
K. V. M. Naidu|Praveen Gupta|Vaishnavi Gujjula
doi dblp
Expressions Causing Differences in Emotion Recognition in Social Networking Service Documents.
Tsubasa Nakagawa|Shunsuke Kitada|Hitoshi Iyatomi
doi dblp
Locality Sensitive Hashing with Temporal and Spatial Constraints for Efficient Population Record Linkage.
Charini Nanayakkara|Peter Christen
doi dblp
Domain-Agnostic Contrastive Representations for Learning from Label Proportions.
Jay Nandy|Rishi Saket|Prateek Jain|Jatin Chauhan|Balaraman Ravindran|Aravindan Raghuveer
doi dblp
Sensitivity Review of Large Collections by Identifying and Prioritising Coherent Documents Groups.
Hitarth Narvala|Graham McDonald|Iadh Ounis
doi dblp
Rationale Aware Contrastive Learning Based Approach to Classify and Summarize Crisis-Related Microblogs.
Thi Huyen Nguyen|Koustav Rudra
doi dblp
PyDHNet: A Python Library for Dynamic Heterogeneous Network Representation Learning and Evaluation.
Hoang Nguyen|Radin Hamidi Rad|Ebrahim Bagheri
doi dblp
CrisICSum: Interpretable Classification and Summarization Platform for Crisis Events from Microblogs.
Thi Huyen Nguyen|Miroslav Shaltev|Koustav Rudra
doi dblp
MIC: Model-agnostic Integrated Cross-channel Recommender.
Ping Nie|Yujie Lu|Shengyu Zhang|Ming Zhao|Ruobing Xie|William Yang Wang|Yi Ren
doi dblp
Ensure A/B Test Quality at Scale with Automated Randomization Validation and Sample Ratio Mismatch Detection.
Keyu Nie|Zezhong Zhang|Bingquan Xu|Ted Tao Yuan
doi dblp
Leveraging Automated Search Relevance Evaluation to Improve System Deployment: A Case Study in Healthcare.
Yizhao Ni|Ferosh Jacob|Priya Gopi Achuthan|Hui Wu|Faizan Javed
doi dblp
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation.
Wentao Ning|Reynold Cheng|Jiajun Shen|Nur Al Hasan Haldar|Ben Kao|Xiao Yan|Nan Huo|Wai Kit Lam|Tian Li|Bo Tang
doi dblp
MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization.
Hui Niu|Siyuan Li|Jian Li
doi dblp
Implicit Session Contexts for Next-Item Recommendations.
Sejoon Oh|Ankur Bhardwaj|Jongseok Han|Sungchul Kim|Ryan A. Rossi|Srijan Kumar
doi dblp
ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning.
Jaehoon Oh|Sungnyun Kim|Kartikay Khandelwal|Namgyu Ho|Sungnyun Kim|Kartikay Khandelwal|Jin-Hwa Kim|Hwanjun Song|Se-Young Yun
doi dblp
Rank List Sensitivity of Recommender Systems to Interaction Perturbations.
Sejoon Oh|Berk Ustun|Julian J. McAuley|Srijan Kumar
doi dblp
Guided Text-based Item Exploration.
Behrooz Omidvar-Tehrani|Aurélien Personnaz|Sihem Amer-Yahia
doi dblp
Asymmetrical Context-aware Modulation for Collaborative Filtering Recommendation.
Yi Ouyang|Peng Wu|Li Pan
doi dblp
Identify Relevant Entities Through Text Understanding.
Pooja Oza
doi dblp
Sequence Prediction under Missing Data: An RNN Approach without Imputation.
Soumen Pachal|Avinash Achar
doi dblp
Analysis of Knowledge Transfer in Kernel Regime.
Ashkan Panahi|Arman Rahbar|Chiranjib Bhattacharyya|Devdatt P. Dubhashi|Morteza Haghir Chehreghani
doi dblp
Multimodal Meta-Learning for Cold-Start Sequential Recommendation.
Xingyu Pan|Yushuo Chen|Changxin Tian|Zihan Lin|Jinpeng Wang|He Hu|Wayne Xin Zhao
doi dblp
Learning-to-Spell: Weak Supervision based Query Correction in E-Commerce Search with Small Strong Labels.
Madhura Pande|Vishal Kakkar|Manish Bansal|Surender Kumar|Chinmay Sharma|Himanshu Malhotra|Praneet Mehta
doi dblp
Applied Machine Learning Methods for Time Series Forecasting.
Linsey Pang|Wei Liu|Lingfei Wu|Kexin Xie|Stephen D. Guo|Raghav Chalapathy|Musen Wen
doi dblp
Cross-domain Prototype Learning from Contaminated Faces via Disentangling Latent Factors.
Meng Pang|Binghui Wang|Shengbo Chen|Yiu-ming Cheung|Rong Zou|Wei Huang
doi dblp
GradAlign+: Empowering Gradual Network Alignment Using Attribute Augmentation.
Jin-Duk Park|Cong Tran|Won-Yong Shin|Xin Cao
doi dblp
Improving Graph-based Document-Level Relation Extraction Model with Novel Graph Structure.
Seongsik Park|Dongkeun Yoon|Harksoo Kim
doi dblp
Observability of SQL Hints in Oracle.
Krishna Kantikiran Pasupuleti|Dinesh Das|Satyanarayana R. Valluri|Mohamed Zaït
doi dblp
High Availability Framework and Query Fault Tolerance for Hybrid Distributed Database Systems.
Krishna Kantikiran Pasupuleti|Boris Klots|Vijayakrishnan Nagarajan|Ananthakiran Kandukuri|Nipun Agarwal
doi dblp
Sub-Task Imputation via Self-Labelling to Train Image Moderation Models on Sparse Noisy Data.
Indraneil Paul|Sumit Negi
doi dblp
PLASMA: A Semantic Modeling Tool for Domain Experts.
Alexander Paulus|Andreas Burgdorf|Tristan Langer|André Pomp|Tobias Meisen|Sebastian Pol
doi dblp
SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation.
Shaowen Peng|Kazunari Sugiyama|Tsunenori Mine
doi dblp
How Does the Crowd Impact the Model? A Tool for Raising Awareness of Social Bias in Crowdsourced Training Data.
Periklis Perikleous|Andreas Kafkalias|Zenonas Theodosiou|Pinar Barlas|Evgenia Christoforou|Jahna Otterbacher|Gianluca Demartini|Andreas Lanitis
doi dblp
Plotly.plus, an Improved Dataset for Visualization Recommendation.
Luca Podo|Paola Velardi
doi dblp
X-Vision: Explainable Image Retrieval by Re-Ranking in Semantic Space.
Sayantan Polley|Subhajit Mondal|Venkata Srinath Mannam|Kushagra Kumar|Subhankar Patra|Andreas Nürnberger
doi dblp
GRETEL: Graph Counterfactual Explanation Evaluation Framework.
Mario Alfonso Prado-Romero|Giovanni Stilo
doi dblp
CLNews: The First Dataset of the Chilean Social Outbreak for Disinformation Analysis.
Eliana Providel|Daniel Toro|Fabián Riquelme|Marcelo Mendoza|Eduardo Puraivan
doi dblp
Do Graph Neural Networks Build Fair User Models? Assessing Disparate Impact and Mistreatment in Behavioural User Profiling.
Erasmo Purificato|Ludovico Boratto|Ernesto William De Luca
doi dblp
Malicious Repositories Detection with Adversarial Heterogeneous Graph Contrastive Learning.
Yiyue Qian|Yiming Zhang|Nitesh V. Chawla|Yanfang Ye|Chuxu Zhang
doi dblp
FwSeqBlock: A Field-wise Approach for Modeling Behavior Representation in Sequential Recommendation.
Hao Qian|Qintong Wu|Minghao Li|Zhengwei Wu|Zhiqiang Zhang|Jun Zhou|Lihong Gu|Jinjie Gu
doi dblp
Robust Semi-supervised Domain Adaptation against Noisy Labels.
Can Qin|Yizhou Wang|Yun Fu
doi dblp
A Multi-Interest Evolution Story: Applying Psychology in Query-based Recommendation for Inferring Customer Intention.
Yuqi Qin|Pengfei Wang|Biyu Ma|Zhe Zhang
doi dblp
Explainable Graph-based Fraud Detection via Neural Meta-graph Search.
Zidi Qin|Shimei Pan|Yang Liu|Shimei Pan|Yang Liu|Qing He|Xiang Ao
doi dblp
Probabilistic Model Incorporating Auxiliary Covariates to Control FDR.
Lin Qiu|Nils Murrugarra-Llerena|Vítor Silva|Lin Lin|Vernon M. Chinchilli
doi dblp
Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search.
Yiming Qiu|Chenyu Zhao|Han Zhang|Jingwei Zhuo|Tianhao Li|Xiaowei Zhang|Songlin Wang|Sulong Xu|Bo Long|Wen-Yun Yang
doi dblp
Reinforced Continual Learning for Graphs.
Appan Rakaraddi|Siew-Kei Lam|Mahardhika Pratama|Marcus de Carvalho
doi dblp
Probing the Robustness of Pre-trained Language Models for Entity Matching.
Mehdi Akbarian Rastaghi|Ehsan Kamalloo|Davood Rafiei
doi dblp
Flow-based Perturbation for Cause-effect Inference.
Shaogang Ren|Ping Li
doi dblp
From Known to Unknown: Quality-aware Self-improving Graph Neural Network For Open Set Social Event Detection.
Jiaqian Ren|Lei Jiang|Hao Peng|Yuwei Cao|Jia Wu|Philip S. Yu|Lifang He
doi dblp
Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees.
Jiaqian Ren|Lei Jiang|Hao Peng|Lingjuan Lyu|Zhiwei Liu|Chaochao Chen|Jia Wu|Xu Bai|Philip S. Yu
doi dblp
Unbiased Learning to Rank with Biased Continuous Feedback.
Yi Ren|Hongyan Tang|Siwen Zhu
doi dblp
RSD: A Reinforced Siamese Network with Domain Knowledge for Early Diagnosis.
Houxing Ren|Jingyuan Wang|Wayne Xin Zhao
doi dblp
Shoe Size Resolution in Search Queries and Product Listings using Knowledge Graphs.
Petar Ristoski|Aritra Mandal|Simon Becker|Anu Mandalam|Ethan Hart|Sanjika Hewavitharana|Zhe Wu|Qunzhi Zhou
doi dblp
DBinsight: A Tool for Interactively Understanding the Query Processing Pipeline in RDBMSs.
Ying Rong|Hui Li|Kankan Zhao|Xiyue Gao|Jiangtao Cui
doi dblp
MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy.
Benedek Rozemberczki|Anna Gogleva|Sebastian Nilsson|Gavin Edwards|Andriy Nikolov|Eliseo Papa
doi dblp
CAVE: Correcting Attribute Values in E-commerce Profiles.
Kassem Sabeh|Mouna Kacimi|Johann Gamper
doi dblp
SCC - A Test Collection for Search in Chat Conversations.
Ismail Sabei|Ahmed Mourad|Guido Zuccon
doi dblp
A Model-Centric Explainer for Graph Neural Network based Node Classification.
Sayan Saha|Monidipa Das|Sanghamitra Bandyopadhyay
doi dblp
PLAID: An Efficient Engine for Late Interaction Retrieval.
Keshav Santhanam|Omar Khattab|Christopher Potts|Matei Zaharia
doi dblp
Towards Principled User-side Recommender Systems.
Ryoma Sato
doi dblp
CLEAR: A Fully User-side Image Search System.
Ryoma Sato
doi dblp
Twin Papers: A Simple Framework of Causal Inference for Citations via Coupling.
Ryoma Sato|Makoto Yamada|Hisashi Kashima
doi dblp
Deep Extreme Mixture Model for Time Series Forecasting.
Abilasha S|Sahely Bhadra|Ahmed Zaheer Dadarkar|Deepak P
doi dblp
Measuring and Comparing the Consistency of IR Models for Query Pairs with Similar and Different Information Needs.
Procheta Sen|Sourav Saha|Debasis Ganguly|Manisha Verma|Dwaipayan Roy
doi dblp
Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.
Zezhi Shao|Zhao Zhang|Fei Wang|Wei Wei|Yongjun Xu
doi dblp
A Graph-based Spatiotemporal Model for Energy Markets.
Swati Sharma|Srinivasan Iyengar|Shun Zheng|Kshitij Kapoor|Wei Cao|Jiang Bian|Shivkumar Kalyanaraman|John Lemmon
doi dblp
Early Stage Sparse Retrieval with Entity Linking.
Dahlia Shehata|Negar Arabzadeh|Charles L. A. Clarke
doi dblp
PubMed Author-assigned Keyword Extraction (PubMedAKE) Benchmark.
Jiasheng Sheng|Zelalem Gero|Joyce C. Ho
doi dblp
A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS.
Wei Shen|Xiaonan He|Chuheng Zhang|Xuyun Zhang|Jian Xie
doi dblp
GALVIS: Visualization Construction through Example-Powered Declarative Programming.
Leixian Shen|Enya Shen|Zhiwei Tai|Yun Wang|Yuyu Luo|Jianmin Wang
doi dblp
Hierarchically Fusing Long and Short-Term User Interests for Click-Through Rate Prediction in Product Search.
Qijie Shen|Hong Wen|Jing Zhang|Qi Rao
doi dblp
e-CLIP: Large-Scale Vision-Language Representation Learning in E-commerce.
Wonyoung Shin|Jonghun Park|Taekang Woo|Yongwoo Cho|Kwangjin Oh|Hwanjun Song
doi dblp
Selective Tensorized Multi-layer LSTM for Orbit Prediction.
Youjin Shin|Eun-Ju Park|Simon S. Woo|Okchul Jung|Daewon Chung
doi dblp
Multi-task Generative Adversarial Network for Missing Mobility Data Imputation.
Meihui Shi|Jiaqi Fan|Derong Shen|Derong Shen|Lisi Jiang|Jiaqi Fan|Yue Kou|Lisi Jiang|Yue Kou|Tiezheng Nie|Weimin Pan|Tiezheng Nie|Weimin Pan|Ge Yu
doi dblp
LibEpidemic: An Open-source Framework for Modeling Infectious Disease with Bigdata.
Honghao Shi|Qijian Tian|Jingyuan Wang|Jiawei Cheng
doi dblp
CStory: A Chinese Large-scale News Storyline Dataset.
Kaijie Shi|Xiaozhi Wang|Jifan Yu|Lei Hou|Juanzi Li|Jingtong Wu|Dingyu Yong|Jinghui Xiao|Qun Liu
doi dblp
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question Answering.
Georgios Sidiropoulos|Svitlana Vakulenko|Evangelos Kanoulas
doi dblp
Perturbation Effect: A Metric to Counter Misleading Validation of Feature Attribution.
Ilija Simic|Vedran Sabol|Eduardo E. Veas
doi dblp
Data Oversampling with Structure Preserving Variational Learning.
Indu Solomon|Senthilnath Jayavelu|Md Meftahul Ferdaus|Uttam Kumar
doi dblp
A Preliminary Exploration of Extractive Multi-Document Summarization in Hyperbolic Space.
Mingyang Song|Yi Feng|Liping Jing
doi dblp
Rethinking Large-scale Pre-ranking System: Entire-chain Cross-domain Models.
Jinbo Song|Ruoran Huang|Xinyang Wang|Wei Huang|Qian Yu|Mingming Chen|Yafei Yao|Chaosheng Fan|Changping Peng|Zhangang Lin|Jinghe Hu|Jingping Shao
doi dblp
ST-GAT: A Spatio-Temporal Graph Attention Network for Accurate Traffic Speed Prediction.
Junho Song|Jiwon Son|Dong-Hyuk Seo|Kyungsik Han|Namhyuk Kim|Sang-Wook Kim
doi dblp
Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection.
Xiaomin Song|Qingsong Wen|Yan Li|Liang Sun
doi dblp
Exploring and Analyzing Change: The Janus Project.
Divesh Srivastava|Tobias Bleifuß|Leon Bornemann|Dmitri V. Kalashnikov|Felix Naumann
doi dblp
Targeted Influence with Community and Gender-Aware Seeding.
Maciej Styczen|Bing-Jyue Chen|Ya-Wen Teng|Yvonne-Anne Pignolet|Lydia Y. Chen|De-Nian Yang
doi dblp
Learning and Mining with Noisy Labels.
Masashi Sugiyama|Tongliang Liu|Bo Han|Yang Liu|Gang Niu
doi dblp
PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction.
Yuancheng Sun|Yimeng Chen|Weizhi Ma|Wenhao Huang|Kang Liu|Zhiming Ma|Wei-Ying Ma|Yanyan Lan
doi dblp
Improving Downstream Task Performance by Treating Numbers as Entities.
Dhanasekar Sundararaman|Vivek Subramanian|Guoyin Wang|Liyan Xu|Lawrence Carin
doi dblp
Multi-Aspect Embedding of Dynamic Graphs.
Aimin Sun|Zhiguo Gong
doi dblp
Serpens: Privacy-Preserving Inference through Conditional Separable of Convolutional Neural Networks.
Longlong Sun|Hui Li|Yanguo Peng|Jiangtao Cui
doi dblp
Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing.
Qingyun Sun|Jianxin Li|Haonan Yuan|Xingcheng Fu|Hao Peng|Cheng Ji|Qian Li|Philip S. Yu
doi dblp
Global and Local Feature Interaction with Vision Transformer for Few-shot Image Classification.
Mingze Sun|Weizhi Ma|Yang Liu
doi dblp
Confidence-Guided Learning Process for Continuous Classification of Time Series.
Chenxi Sun|Moxian Song|Derun Cai|Baofeng Zhang|Shenda Hong|Hongyan Li
doi dblp
DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities.
Shuo Sun|Wanqi Xue|Rundong Wang|Xu He|Junlei Zhu|Jian Li|Bo An
doi dblp
Graph Based Long-Term And Short-Term Interest Model for Click-Through Rate Prediction.
Huinan Sun|Guangliang Yu|Pengye Zhang|Bo Zhang|Xingxing Wang|Dong Wang
doi dblp
Cross-domain Recommendation via Adversarial Adaptation.
Hongzu Su|Yifei Zhang|Xuejiao Yang|Hua Hua|Shuangyang Wang|Jingjing Li
doi dblp
TinyRL: Towards Reinforcement Learning on Tiny Embedded Devices.
Tomasz Szydlo|Prem Prakash Jayaraman|Yinhao Li|Graham Morgan|Rajiv Ranjan
doi dblp
WARNER: Weakly-Supervised Neural Network to Identify Eviction Filing Hotspots in the Absence of Court Records.
Maryam Tabar|Wooyong Jung|Amulya Yadav|Owen Wilson Chavez|Ashley Flores|Dongwon Lee
doi dblp
RobustFed: A Truth Inference Approach for Robust Federated Learning.
Farnaz Tahmasebian|Jian Lou|Li Xiong
doi dblp
Geographical Address Models in the Indian e-Commerce.
Ravindra Babu Tallamraju
doi dblp
CROLoss: Towards a Customizable Loss for Retrieval Models in Recommender Systems.
Yongxiang Tang|Wentao Bai|Guilin Li|Xialong Liu|Yu Zhang
doi dblp
Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities.
Yihong Tang|Ao Qu|Andy H. F. Chow|William H. K. Lam|Sze Chun Wong|Wei Ma
doi dblp
Temporality- and Frequency-aware Graph Contrastive Learning for Temporal Network.
Shiyin Tan|Jingyi You|Dongyuan Li
doi dblp
A Dual Channel Intent Evolution Network for Predicting Period-Aware Travel Intentions at Fliggy.
Wanjie Tao|Zhang-Hua Fu|Liangyue Li|Zulong Chen|Hong Wen|Yuanyuan Liu|Qijie Shen|Peilin Chen
doi dblp
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability.
Shahroz Tariq|Binh Minh Le|Simon S. Woo
doi dblp
How Hybrid Work Will Make Work More Intelligent.
Jaime Teevan
doi dblp
On the Challenges of Podcast Search at Spotify.
Mi Tian|Claudia Hauff|Praveen Chandar
doi dblp
Temporal Contrastive Pre-Training for Sequential Recommendation.
Changxin Tian|Zihan Lin|Shuqing Bian|Jinpeng Wang|Wayne Xin Zhao
doi dblp
Dr. Can See: Towards a Multi-modal Disease Diagnosis Virtual Assistant.
Abhisek Tiwari|Manisimha Manthena|Sriparna Saha|Pushpak Bhattacharyya|Minakshi Dhar|Sarbajeet Tiwari
doi dblp
A Context-Enhanced Generate-then-Evaluate Framework for Chinese Abbreviation Prediction.
Hanwen Tong|Chenhao Xie|Jiaqing Liang|Qianyu He|Zhiang Yue|Jingping Liu|Yanghua Xiao|Wenguang Wang
doi dblp
Dense Retrieval with Entity Views.
Hai Dang Tran|Andrew Yates
doi dblp
FeReD: Federated Reinforcement Learning in the DBMS.
Sotirios Tzamaras|Radu Ciucanu|Marta Soare|Sihem Amer-Yahia
doi dblp
ML-1M++: MovieLens-Compatible Additional Preferences for More Robust Offline Evaluation of Sequential Recommenders.
Kazutoshi Umemoto
doi dblp
Leveraging the Graph Structure of Neural Network Training Dynamics.
Fatemeh Vahedian|Ruiyu Li|Puja Trivedi|Di Jin|Danai Koutra
doi dblp
Intersection of Parallels as an Early Stopping Criterion.
Ali Vardasbi|Maarten de Rijke|Mostafa Dehghani
doi dblp
Adaptive Multi-Source Causal Inference from Observational Data.
Thanh Vinh Vo|Pengfei Wei|Trong Nghia Hoang|Tze-Yun Leong
doi dblp
Towards a Learned Cost Model for Distributed Spatial Join: Data, Code & Models.
Tin Vu|Alberto Belussi|Sara Migliorini|Ahmed Eldawy
doi dblp
Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes.
Govind Waghmare|Ankur Debnath|Siddhartha Asthana|Aakarsh Malhotra
doi dblp
Modeling Turn-Based Sequences for Player Tactic Applications in Badminton Matches.
Wei-Yao Wang
doi dblp
ClozeSearch: A Collocation Retrieval Application to Assist in Scientific Writing.
Mengru Wang|Omar Alonso
doi dblp
BED: A Real-Time Object Detection System for Edge Devices.
Guanchu Wang|Zaid Pervaiz Bhat|Zhimeng Jiang|Yi-Wei Chen|Daochen Zha|Alfredo Costilla-Reyes|Afshin Niktash|Mehmet Görkem Ulkar|Osman Erman Okman|Xuanting Cai|Xia Ben Hu
doi dblp
Bandit Learning in Many-to-One Matching Markets.
Zilong Wang|Liya Guo|Junming Yin|Shuai Li
doi dblp
CTRL: Cooperative Traffic Tolling via Reinforcement Learning.
Yiheng Wang|Hexi Jin|Guanjie Zheng
doi dblp
Latent Coreset Sampling based Data-Free Continual Learning.
Zhuoyi Wang|Dingcheng Li|Ping Li
doi dblp
Multi-level Contrastive Learning Framework for Sequential Recommendation.
Ziyang Wang|Huoyu Liu|Wei Wei|Yue Hu|Xian-Ling Mao|Shaojian He|Rui Fang|Dangyang Chen
doi dblp
Hammer PDF: An Intelligent PDF Reader for Scientific Papers.
Sheng-Fu Wang|Shu-Hang Liu|Tian-Yi Che|Yi-Fan Lu|Song-Xiao Yang|Heyan Huang|Xian-Ling Mao
doi dblp
Explanation Guided Contrastive Learning for Sequential Recommendation.
Lei Wang|Ee-Peng Lim|Zhiwei Liu|Tianxiang Zhao
doi dblp
A System for Time Series Feature Extraction in Federated Learning.
Siqi Wang|Jiashu Li|Mian Lu|Zhao Zheng|Yuqiang Chen|Bingsheng He
doi dblp
Generative-Free Urban Flow Imputation.
Senzhang Wang|Jiyue Li|Hao Miao|Junbo Zhang|Junxing Zhu|Jianxin Wang
doi dblp
Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks.
Ze Wang|Guogang Liao|Xiaowen Shi|Xiaoxu Wu|Chuheng Zhang|Yongkang Wang|Xingxing Wang|Dong Wang
doi dblp
Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation.
Ze Wang|Guogang Liao|Xiaowen Shi|Xiaoxu Wu|Chuheng Zhang|Bingqi Zhu|Yongkang Wang|Xingxing Wang|Dong Wang
doi dblp
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding.
Bingning Wang|Feiyang Lv|Ting Yao|Jin Ma|Yu Luo|Haijin Liang
doi dblp
CRUX: Crowdsourced Materials Science Resource and Workflow Exploration.
Mengying Wang|Hanchao Ma|Abhishek Daundkar|Sheng Guan|Yiyang Bian|Alp Sehirlioglu|Yinghui Wu
doi dblp
Extensible Database Simulator for Fast Prototyping In-Database Algorithms.
Yifan Wang|Daisy Zhe Wang
doi dblp
Target Interest Distillation for Multi-Interest Recommendation.
Chenyang Wang|Zhefan Wang|Yankai Liu|Yang Ge|Weizhi Ma|Min Zhang|Yiqun Liu|Junlan Feng|Chao Deng|Shaoping Ma
doi dblp
Interpretable Emotion Analysis Based on Knowledge Graph and OCC Model.
Shuo Wang|Yifei Zhang|Bochen Lin|Boxun Li
doi dblp
AdaGCL: Adaptive Subgraph Contrastive Learning to Generalize Large-scale Graph Training.
Yili Wang|Kaixiong Zhou|Rui Miao|Ninghao Liu|Xin Wang
doi dblp
Imbalanced Graph Classification via Graph-of-Graph Neural Networks.
Yu Wang|Yuying Zhao|Neil Shah|Tyler Derr
doi dblp
Dynamic Hypergraph Learning for Collaborative Filtering.
Chunyu Wei|Jian Liang|Bing Bai|Di Liu
doi dblp
Dynamic Transfer Gaussian Process Regression.
Pengfei Wei|Xinghua Qu|Wen Song|Zejun Ma
doi dblp
Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation.
Haolun Wu|Chen Ma|Yingxue Zhang|Xue Liu|Ruiming Tang|Mark Coates
doi dblp
RelpNet: Relation-based Link Prediction Neural Network.
Ensen Wu|Hongyan Cui|Zunming Chen
doi dblp
FinBot: A Memory-Augmented Intelligent Financial Assistant.
Yingting Wu|Bingzhu Du|Yongliang Wang|Zihao Wang|Minghui Yang|Yuchi Zhang|Hai Zhao
doi dblp
Disentangled Contrastive Learning for Social Recommendation.
Jiahao Wu|Wenqi Fan|Jingfan Chen|Shengcai Liu|Qing Li|Ke Tang
doi dblp
A Gumbel-based Rating Prediction Framework for Imbalanced Recommendation.
Yuexin Wu|Xiaolei Huang
doi dblp
HQANN: Efficient and Robust Similarity Search for Hybrid Queries with Structured and Unstructured Constraints.
Wei Wu|Junlin He|Yu Qiao|Guoheng Fu|Li Liu|Jin Yu
doi dblp
FedCDR: Federated Cross-Domain Recommendation for Privacy-Preserving Rating Prediction.
Meihan Wu|Li Li|Chang Tao|Eric Rigall|Xiaodong Wang|Cheng-Zhong Xu
doi dblp
Leveraging Multiple Types of Domain Knowledge for Safe and Effective Drug Recommendation.
Jialun Wu|Buyue Qian|Yang Li|Zeyu Gao|Meizhi Ju|Yifan Yang|Yefeng Zheng|Tieliang Gong|Chen Li|Xianli Zhang
doi dblp
Efficiently Answering Minimum Reachable Label Set Queries in Edge-Labeled Graphs.
Yanping Wu|Renjie Sun|Chen Chen|Xiaoyang Wang|Xianming Fu
doi dblp
Nonlinear Causal Discovery in Time Series.
Tianhao Wu|Xingyu Wu|Xin Wang|Shikang Liu|Huanhuan Chen
doi dblp
Incorporating Peer Reviews and Rebuttal Counter-Arguments for Meta-Review Generation.
Po-Cheng Wu|An-Zi Yen|Hen-Hsen Huang|Hsin-Hsi Chen
doi dblp
Contrastive Label Correlation Enhanced Unified Hashing Encoder for Cross-modal Retrieval.
Hongfa Wu|Lisai Zhang|Qingcai Chen|Yimeng Deng|Joanna Siebert|Yunpeng Han|Zhonghua Li|Dejiang Kong|Zhao Cao
doi dblp
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking Models.
Chen Wu|Ruqing Zhang|Jiafeng Guo|Wei Chen|Yixing Fan|Maarten de Rijke|Xueqi Cheng
doi dblp
RISE: A Velocity Control Framework with Minimal Impacts based on Reinforcement Learning.
Yuyang Xia|Sophia Ananiadou|Xu Chen|Shuncheng Liu|Sophia Ananiadou|Xu Chen|Zhi Xu|Kai Zheng|Han Su
doi dblp
DuARUS: Automatic Geo-object Change Detection with Street-view Imagery for Updating Road Database at Baidu Maps.
Deguo Xia|Jizhou Huang|Jianzhong Yang|Xiyan Liu|Haifeng Wang
doi dblp
Balancing Utility and Exposure Fairness for Integrated Ranking with Reinforcement Learning.
Wei Xia|Weiwen Liu|Yifan Liu|Ruiming Tang
doi dblp
DuTraffic: Live Traffic Condition Prediction with Trajectory Data and Street Views at Baidu Maps.
Deguo Xia|Xiyan Liu|Wei Zhang|Hui Zhao|Chengzhou Li|Weiming Zhang|Jizhou Huang|Haifeng Wang
doi dblp
Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction.
Sheng Xiang|Dawei Cheng|Chencheng Shang|Ying Zhang|Yuqi Liang
doi dblp
Representation Matters When Learning From Biased Feedback in Recommendation.
Teng Xiao|Zhengyu Chen|Suhang Wang
doi dblp
MARINA: An MLP-Attention Model for Multivariate Time-Series Analysis.
Jiandong Xie|Yue Cui|Feiteng Huang|Chao Liu|Kai Zheng
doi dblp
Favorite+: Favorite Tuples Extraction via Regret Minimization.
Min Xie|Yang Liu
doi dblp
Multi-granularity Fatigue in Recommendation.
Ruobing Xie|Cheng Ling|Shaoliang Zhang|Feng Xia|Leyu Lin
doi dblp
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding.
Kexuan Xin|Zequn Sun|Wen Hua|Wei Hu|Jianfeng Qu|Xiaofang Zhou
doi dblp
AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL.
Guanming Xiong|Junwei Bao|Wen Zhao|Youzheng Wu|Xiaodong He
doi dblp
Drive Less but Finish More: Food Delivery based on Multi-Level Workers in Spatial Crowdsourcing.
Xiaojia Xu|An Liu|Guanfeng Liu|Zhixu Li|Lei Zhao
doi dblp
Dually Enhanced Propensity Score Estimation in Sequential Recommendation.
Chen Xu|Jun Xu|Xu Chen|Zhenhua Dong|Ji-Rong Wen
doi dblp
Evidence-aware Document-level Relation Extraction.
Tianyu Xu|Wen Hua|Jianfeng Qu|Zhixu Li|Jiajie Xu|An Liu|Lei Zhao
doi dblp
BidH: A Bidirectional Hierarchical Model for Nested Named Entity Recognition.
Wanyang Xu|Wengen Li|Jihong Guan|Shuigeng Zhou
doi dblp
Modeling Latent Autocorrelation for Session-based Recommendation.
Xianghong Xu|Kai Ouyang|Liuyin Wang|Jiaxin Zou|Yanxiong Lu|Hai-Tao Zheng|Hong-Gee Kim
doi dblp
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning.
Shicheng Xu|Liang Pang|Huawei Shen|Xueqi Cheng
doi dblp
Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training.
Qianxiong Xu|Sijie Ruan|Cheng Long|Liang Yu|Chen Zhang
doi dblp
Dynamic Causal Collaborative Filtering.
Shuyuan Xu|Juntao Tan|Zuohui Fu|Jianchao Ji|Shelby Heinecke|Yongfeng Zhang
doi dblp
Texture BERT for Cross-modal Texture Image Retrieval.
Zelai Xu|Tan Yu|Ping Li
doi dblp
Effects of Stubbornness on Opinion Dynamics.
Wanyue Xu|Liwang Zhu|Jiale Guan|Zuobai Zhang|Zhongzhi Zhang
doi dblp
Taxonomy-Enhanced Graph Neural Networks.
Lingjun Xu|Shiyin Zhang|Guojie Song|Junshan Wang|Tianshu Wu|Guojun Liu
doi dblp
Visual Encoding and Debiasing for CTR Prediction.
Guipeng Xv|Si Chen|Chen Lin|Wanxian Guan|Xingyuan Bu|Xubin Li|Hongbo Deng|Jian Xu|Bo Zheng
doi dblp
Lightweight Unbiased Multi-teacher Ensemble for Review-based Recommendation.
Guipeng Xv|Xinyi Liu|Chen Lin|Hui Li|Chenliang Li|Zhenhua Huang
doi dblp
Semi-supervised Hypergraph Node Classification on Hypergraph Line Expansion.
Chaoqi Yang|Ruijie Wang|Shuochao Yao|Tarek F. Abdelzaher
doi dblp
Hierarchical Representation for Multi-view Clustering: From Intra-sample to Intra-view to Inter-view.
Jinghua Yang|Chuan Chen|Hong-Ning Dai|Meng Ding|Lele Fu|Zibin Zheng
doi dblp
Task Similarity Aware Meta Learning for Cold-Start Recommendation.
Jieyu Yang|Zhaoxin Huan|Yong He|Ke Ding|Liang Zhang|Xiaolu Zhang|Jun Zhou|Linjian Mo
doi dblp
The 1st International Workshop on Federated Learning with Graph Data (FedGraph).
Carl Yang|Xiaoxiao Li|Nathalie Baracaldo|Neil Shah|Chaoyang He|Lingjuan Lyu|Lichao Sun|Salman Avestimehr
doi dblp
AdaSparse: Learning Adaptively Sparse Structures for Multi-Domain Click-Through Rate Prediction.
Xuanhua Yang|Xiaoyu Peng|Penghui Wei|Shaoguo Liu|Liang Wang|Bo Zheng
doi dblp
Calibrate Automated Graph Neural Network via Hyperparameter Uncertainty.
Xueying Yang|Jiamian Wang|Xujiang Zhao|Sheng Li|Zhiqiang Tao
doi dblp
gCBO: A Cost-based Optimizer for Graph Databases.
Linglin Yang|Lei Yang|Yue Pang|Lei Zou
doi dblp
A Multi-granularity Network for Emotion-Cause Pair Extraction via Matrix Capsule.
Cheng Yang|Zhongwei Zhang|Jie Ding|Wenjun Zheng|Zhiwen Jing|Ying Li
doi dblp
Dissecting Cross-Layer Dependency Inference on Multi-Layered Inter-Dependent Networks.
Yuchen Yan|Qinghai Zhou|Jinning Li|Tarek F. Abdelzaher|Hanghang Tong
doi dblp
Multi-Agent Reinforcement Learning for Network Load Balancing in Data Center.
Zhiyuan Yao|Zihan Ding|Thomas H. Clausen
doi dblp
Unanswerable Question Correction and Explanation over Personal Knowledge Base.
An-Zi Yen|Hen-Hsen Huang|Hsin-Hsi Chen
doi dblp
GROWN+UP: A "Graph Representation Of a Webpage" Network Utilizing Pre-training.
Benedict Yeoh|Huijuan Wang
doi dblp
Scalable Graph Sampling on GPUs with Compressed Graph.
Hongbo Yin|Yingxia Shao|Xupeng Miao|Yawen Li|Bin Cui
doi dblp
An Actor-critic Reinforcement Learning Model for Optimal Bidding in Online Display Advertising.
Congde Yuan|Mengzhuo Guo|Chaoneng Xiang|Shuangyang Wang|Guoqing Song|Qingpeng Zhang
doi dblp
Offline Reinforcement Learning for Mobile Notifications.
Yiping Yuan|Ajith Muralidharan|Preetam Nandy|Miao Cheng|Prakruthi Prabhakar
doi dblp
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19.
Zhenrui Yue|Huimin Zeng|Ziyi Kou|Lanyu Shang|Dong Wang
doi dblp
Cognize Yourself: Graph Pre-Training via Core Graph Cognizing and Differentiating.
Tao Yu|Yao Fu|Linghui Hu|Huizhao Wang|Weihao Jiang|Shiliang Pu
doi dblp
PAS: Privacy Algorithms in Systems.
Philip S. Yu|Olivera Kotevska|Tyler Derr
doi dblp
MetaRule: A Meta-path Guided Ensemble Rule Set Learning for Explainable Fraud Detection.
Lu Yu|Meng Li|Xiaoguang Huang|Wei Zhu|Yanming Fang|Jun Zhou|Longfei Li
doi dblp
Multi-scale Multi-modal Dictionary BERT For Effective Text-image Retrieval in Multimedia Advertising.
Tan Yu|Jie Liu|Zhipeng Jin|Yi Yang|Hongliang Fei|Ping Li
doi dblp
LTE4G: Long-Tail Experts for Graph Neural Networks.
Sukwon Yun|Kibum Kim|Kanghoon Yoon|Chanyoung Park
doi dblp
Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly.
Won Joon Yun|David Mohaisen|Soyi Jung|Jong-Kook Kim|Joongheon Kim
doi dblp
The Interaction Graph Auto-encoder Network Based on Topology-aware for Transferable Recommendation.
Ruiyun Yu|Kang Yang|Bingyang Guo
doi dblp
Interactive Contrastive Learning for Self-Supervised Entity Alignment.
Kaisheng Zeng|Zhenhao Dong|Lei Hou|Yixin Cao|Minghao Hu|Jifan Yu|Xin Lv|Lei Cao|Xin Wang|Haozhuang Liu|Yi Huang|Junlan Feng|Jing Wan|Juanzi Li|Ling Feng
doi dblp
Graph-based Weakly Supervised Framework for Semantic Relevance Learning in E-commerce.
Zhiyuan Zeng|Yuzhi Huang|Tianshu Wu|Hongbo Deng|Jian Xu|Bo Zheng
doi dblp
Joint Clothes Detection and Attribution Prediction via Anchor-free Framework with Decoupled Representation Transformer.
Fankai Zeng|Mingbo Zhao|Zhao Zhang|Shanchuan Gao|Lu Cheng
doi dblp
Causal Learning Empowered OD Prediction for Urban Planning.
Jinwei Zeng|Guozhen Zhang|Can Rong|Jingtao Ding|Jian Yuan|Yong Li
doi dblp
The SimIIR 2.0 Framework: User Types, Markov Model-Based Interaction Simulation, and Advanced Query Generation.
Saber Zerhoudi|Sebastian Günther|Kim Plassmeier|Timo Borst|Christin Seifert|Matthias Hagen|Michael Granitzer
doi dblp
Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning.
Daochen Zha|Kwei-Herng Lai|Qiaoyu Tan|Sirui Ding|Na Zou|Xia Ben Hu
doi dblp
Look Twice as Much as You Say: Scene Graph Contrastive Learning for Self-Supervised Image Caption Generation.
Chunhui Zhang|Chao Huang|Youhuan Li|Xiangliang Zhang|Yanfang Ye|Chuxu Zhang
doi dblp
Deep Contrastive Multiview Network Embedding.
Mengqi Zhang|Yanqiao Zhu|Qiang Liu|Shu Wu|Liang Wang
doi dblp
KEEP: An Industrial Pre-Training Framework for Online Recommendation via Knowledge Extraction and Plugging.
Yujing Zhang|Zhangming Chan|Shuhao Xu|Weijie Bian|Shuguang Han|Hongbo Deng|Bo Zheng
doi dblp
Contrastive Knowledge Graph Error Detection.
Qinggang Zhang|Junnan Dong|Keyu Duan|Xiao Huang|Yezi Liu|Linchuan Xu
doi dblp
SuGeR: A Subgraph-based Graph Convolutional Network Method for Bundle Recommendation.
Zhenning Zhang|Boxin Du|Hanghang Tong
doi dblp
Hierarchical Item Inconsistency Signal Learning for Sequence Denoising in Sequential Recommendation.
Chi Zhang|Yantong Du|Xiangyu Zhao|Qilong Han|Rui Chen|Li Li
doi dblp
Handling RDF Streams: Harmonizing Subgraph Matching, Adaptive Incremental Maintenance, and Matching-free Updates Together.
Qianzhen Zhang|Deke Guo|Xiang Zhao|Lailong Luo
doi dblp
Disentangled Representation for Long-tail Senses of Word Sense Disambiguation.
Junwei Zhang|Ruifang He|Fengyu Guo|Jinsong Ma|Mengnan Xiao
doi dblp
SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance.
Li Lyna Zhang|Youkow Homma|Yujing Wang|Min Wu|Mao Yang|Ruofei Zhang|Ting Cao|Wei Shen
doi dblp
Selectively Expanding Queries and Documents for News Background Linking.
Lirong Zhang|Hideo Joho|Sumio Fujita|Hai-Tao Yu
doi dblp
Control-based Bidding for Mobile Livestreaming Ads with Exposure Guarantee.
Haoqi Zhang|Junqi Jin|Zhenzhe Zheng|Fan Wu|Haiyang Xu|Jian Xu
doi dblp
Co-Training with Validation: A Generic Framework for Semi-Supervised Relation Extraction.
Shun Zhang|Xiangkui Lu|Jun Wu
doi dblp
An Enhanced Gated Graph Neural Network for E-commerce Recommendation.
Jihai Zhang|Fangquan Lin|Cheng Yang|Ziqiang Cui
doi dblp
Automating DBSCAN via Deep Reinforcement Learning.
Ruitong Zhang|Hao Peng|Yingtong Dou|Jia Wu|Qingyun Sun|Yangyang Li|Jingyi Zhang|Philip S. Yu
doi dblp
Cross-domain Cross-architecture Black-box Attacks on Fine-tuned Models with Transferred Evolutionary Strategies.
Yinghua Zhang|Yangqiu Song|Kun Bai|Qiang Yang
doi dblp
Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models.
Zhao-Yu Zhang|Xiang-Rong Sheng|Yujing Zhang|Biye Jiang|Shuguang Han|Hongbo Deng|Bo Zheng
doi dblp
Binary Classification with Positive Labeling Sources.
Jieyu Zhang|Yujing Wang|Yaming Yang|Yang Luo|Alexander Ratner
doi dblp
Dismantling Complex Networks by a Neural Model Trained from Tiny Networks.
Jiazheng Zhang|Bang Wang
doi dblp
QuickSkill: Novice Skill Estimation in Online Multiplayer Games.
Chaoyun Zhang|Kai Wang|Hao Chen|Ge Fan|Yingjie Li|Lifang Wu|Bingchao Zheng
doi dblp
Revisiting Cold-Start Problem in CTR Prediction: Augmenting Embedding via GAN.
Xuxin Zhang|Di Wang|Dehong Gao|Wen Jiang|Wei Ning|Yang Zhou|Chen Wang
doi dblp
Scenario-Adaptive and Self-Supervised Model for Multi-Scenario Personalized Recommendation.
Yuanliang Zhang|Xiaofeng Wang|Jinxin Hu|Ke Gao|Chenyi Lei|Fei Fang
doi dblp
A Hyperbolic-to-Hyperbolic User Representation with Multi-aspect for Social Recommendation.
Hang Zhang|Hao Wang|Guifeng Wang|Jiayu Liu|Qi Liu
doi dblp
RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation.
Yao Zhang|Yun Xiong|Yiheng Sun|Caihua Shan|Tian Lu|Hui Song|Yangyong Zhu
doi dblp
Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks.
Hengyu Zhang|Enming Yuan|Wei Guo|Zhicheng He|Jiarui Qin|Huifeng Guo|Bo Chen|Xiu Li|Ruiming Tang
doi dblp
Graph Representation Learning via Adaptive Multi-layer Neighborhood Diffusion Contrast.
Jijie Zhang|Yan Yang|Yong Liu|Meng Han|Shaowei Yin
doi dblp
DeepVT: Deep View-Temporal Interaction Network for News Recommendation.
Xuanyu Zhang|Qing Yang|Dongliang Xu
doi dblp
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion.
Fuwei Zhang|Zhao Zhang|Xiang Ao|Fuzhen Zhuang|Yongjun Xu|Qing He
doi dblp
GBERT: Pre-training User representations for Ephemeral Group Recommendation.
Song Zhang|Nan Zheng|Danli Wang
doi dblp
TFAD: A Decomposition Time Series Anomaly Detection Architecture with Time-Frequency Analysis.
Chaoli Zhang|Tian Zhou|Qingsong Wen|Liang Sun
doi dblp
Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models.
Jingtao Zhan|Xiaohui Xie|Jiaxin Mao|Yiqun Liu|Jiafeng Guo|Min Zhang|Shaoping Ma
doi dblp
RecBole 2.0: Towards a More Up-to-Date Recommendation Library.
Wayne Xin Zhao|Yupeng Hou|Xingyu Pan|Chen Yang|Zeyu Zhang|Zihan Lin|Jingsen Zhang|Shuqing Bian|Jiakai Tang|Wenqi Sun|Yushuo Chen|Lanling Xu|Gaowei Zhang|Zhen Tian|Changxin Tian|Shanlei Mu|Xinyan Fan|Xu Chen|Ji-Rong Wen
doi dblp
Two-Level Graph Path Reasoning for Conversational Recommendation with User Realistic Preference.
Rongmei Zhao|Shenggen Ju|Jian Peng|Ning Yang|Fanli Yan|Siyu Sun
doi dblp
CPEE: Civil Case Judgment Prediction centering on the Trial Mode of Essential Elements.
Lili Zhao|Linan Yue|Yanqing An|Yuren Zhang|Jun Yu|Qi Liu|Enhong Chen
doi dblp
Multiple Instance Learning for Uplift Modeling.
Yao Zhao|Haipeng Zhang|Shiwei Lyu|Ruiying Jiang|Jinjie Gu|Guannan Zhang
doi dblp
KSG: Knowledge and Skill Graph.
Feng Zhao|Ziqi Zhang|Donglin Wang
doi dblp
MAE4Rec: Storage-saving Transformer for Sequential Recommendations.
Kesen Zhao|Xiangyu Zhao|Zijian Zhang|Muyang Li
doi dblp
Towards Edge-Cloud Collaborative Machine Learning: A Quality-aware Task Partition Framework.
Zimu Zheng|Yunzhe Li|Han Song|Lanjun Wang|Fei Xia
doi dblp
eDental: Managing Your Dental Care in Diet Diaries.
Kaiping Zheng|Thao Nguyen|Changshuo Liu|Charlene Enhui Goh|Beng Chin Ooi
doi dblp
Network Report: A Structured Description for Network Datasets.
Xinyi Zheng|Ryan A. Rossi|Nesreen K. Ahmed|Dominik Moritz
doi dblp
ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics.
Zhuoxun Zheng|Baifan Zhou|Dongzhuoran Zhou|Ahmet Soylu|Evgeny Kharlamov
doi dblp
Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch.
Zhuoxun Zheng|Baifan Zhou|Dongzhuoran Zhou|Ahmet Soylu|Evgeny Kharlamov
doi dblp
Ledgit: A Service to Diagnose Illicit Addresses on Blockchain using Multi-modal Unsupervised Learning.
Xiaoying Zhi|Yash Satsangi|Sean J. Moran|Shaltiel Eloul
doi dblp
A Practical Distributed ADMM Solver for Billion-Scale Generalized Assignment Problems.
Jun Zhou|Feng Qi|Zhigang Hua|Daohong Jian|Ziqi Liu|Hua Wu
doi dblp
Adversarial Robustness through Bias Variance Decomposition: A New Perspective for Federated Learning.
Yao Zhou|Jun Wu|Haixun Wang|Jingrui He
doi dblp
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning.
Honglu Zhou|Advith Chegu|Samuel S. Sohn|Zuohui Fu|Gerard de Melo|Mubbasir Kapadia
doi dblp
Multi-Interest Refinement by Collaborative Attributes Modeling for Click-Through Rate Prediction.
Huachi Zhou|Jiaqi Fan|Xiao Huang|Ka Ho Li|Zhenyu Tang|Dahai Yu
doi dblp
Decoupled Hyperbolic Graph Attention Network for Modeling Substitutable and Complementary Item Relationships.
Zhiheng Zhou|Tao Wang|Linfang Hou|Xinyuan Zhou|Mian Ma|Zhuoye Ding
doi dblp
End-to-end Modularity-based Community Co-partition in Bipartite Networks.
Cangqi Zhou|Yuxiang Wang|Jing Zhang|Jiqiong Jiang|Dianming Hu
doi dblp
MentorGNN: Deriving Curriculum for Pre-Training GNNs.
Dawei Zhou|Lecheng Zheng|Dongqi Fu|Jiawei Han|Jingrui He
doi dblp
Personalized Query Suggestion with Searching Dynamic Flow for Online Recruitment.
Zile Zhou|Xiao Zhou|Mingzhe Li|Yang Song|Tao Zhang|Rui Yan
doi dblp
Multi-task Learning with Adaptive Global Temporal Structure for Predicting Alzheimer's Disease Progression.
Menghui Zhou|Yu Zhang|Tong Liu|Yun Yang|Po Yang
doi dblp
Dialogue State Tracking Based on Hierarchical Slot Attention and Contrastive Learning.
Yihao Zhou|Guoshuai Zhao|Xueming Qian
doi dblp
ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction.
Dongzhuoran Zhou|Baifan Zhou|Zhuoxun Zheng|Ahmet Soylu|Ognjen Savkovic|Egor V. Kostylev|Evgeny Kharlamov
doi dblp
Molecular Substructure-Aware Network for Drug-Drug Interaction Prediction.
Xinyu Zhu|Yongliang Shen|Weiming Lu
doi dblp
Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation.
Jun Zhuang|Mohammad Al Hasan
doi dblp
SASNet: Stage-aware Sequential Matching for Online Travel Recommendation.
Fanwei Zhu|Zulong Chen|Fan Zhang|Jiazhen Lou|Hong Wen|Shui Liu|Qi Rao|Tengfei Yuan|Shenghua Ni|Jinxin Hu|Fuzhen Sun|Quan Lu
doi dblp
Tiger: Transferable Interest Graph Embedding for Domain-Level Zero-Shot Recommendation.
Jianhuan Zhuo|Jianxun Lian|Lanling Xu|Ming Gong|Linjun Shou|Daxin Jiang|Xing Xie|Yinliang Yue
doi dblp
Spherical Graph Embedding for Item Retrieval in Recommendation System.
Wenqiao Zhu|Yesheng Xu|Xin Huang|Qiyang Min|Xun Zhou
doi dblp
Modeling Price Elasticity for Occupancy Prediction in Hotel Dynamic Pricing.
Fanwei Zhu|Wendong Xiao|Yao Yu|Ziyi Wang|Zulong Chen|Quan Lu|Zemin Liu|Minghui Wu|Shenghua Ni
doi dblp
Breast Cancer Early Detection with Time Series Classification.
Haoren Zhu|Pengfei Zhao|Yiu-Pong Chan|Hong Kang|Dik Lun Lee
doi dblp
Cross-Domain Product Search with Knowledge Graph.
Rui Zhu|Yiming Zhao|Wei Qu|Zhongyi Liu|Chenliang Li
doi dblp
SEERa: A Framework for Community Prediction.
Soroush Ziaeinejad|Saeed Samet|Hossein Fani
doi dblp
Improving Knowledge-aware Recommendation with Multi-level Interactive Contrastive Learning.
Ding Zou|Wei Wei|Ziyang Wang|Xian-Ling Mao|Feida Zhu|Rui Fang|Dangyang Chen
doi dblp
Approximated Doubly Robust Search Relevance Estimation.
Lixin Zou|Changying Hao|Hengyi Cai|Shuaiqiang Wang|Suqi Cheng|Zhicong Cheng|Wenwen Ye|Simiu Gu|Dawei Yin
doi dblp
Hierarchical Conversational Preference Elicitation with Bandit Feedback.
Jinhang Zuo|Songwen Hu|Tong Yu|Shuai Li|Handong Zhao|Carlee Joe-Wong

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Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Atlanta, USA, October 17-21, 2022.

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Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Atlanta, USA, October 17-21, 2022.
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Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts.
Tabish Ahmed|Sahan Bulathwela
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A Child-Friendly Approach to Spoken Conversational Search.
Thomas Beelen|Khiet P. Truong|Roeland Ordelman|Ella Velner|Vanessa Evers|Theo Huibers
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Fast optimization of weighted sparse decision trees for use in optimal treatment regimes and optimal policy design.
Ali Behrouz|Mathias Lécuyer|Cynthia Rudin|Mango I. Seltzer
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Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations.
Shea Cardozo|Gabriel Islas Montero|Dmitry Kazhdan|Botty Dimanov|Maleakhi A. Wijaya|Mateja Jamnik|Pietro Liò
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Finding components of a good accuracy with XAI!
Benjamin Chamand|Olivier Risser-Maroix
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Bias mitigation in recommender systems to improve diversity.
Du Cheng|Doruk Kilitçioglu|Serdar Kadioglu
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HITL IRL: 12 Reflections on Expertise Finding and Engagement for a Large Data Curation Team.
Brendan Coon
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A human-ML collaboration framework for improving video content reviews.
Meghana Deodhar|Xiao Ma|Yixin Cai|Alex Koes|Alex Beutel|Jilin Chen
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Estimating The MBTI Of Twitter Accounts With Graph Neural Networks Over Neo4j.
Georgios Drakopoulos|Eleanna Kafeza
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Extreme Learning Machines For Efficient Speech Emotion Estimation In Julia.
Georgios Drakopoulos|Phivos Mylonas
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Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework.
Wei-Wei Du|Wei-Yao Wang|Wen-Chih Peng
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Human-AI Collaboration for Improving the Identification of Cars for Autonomous Driving.
Edwin Gamboa|Alejandro Libreros|Matthias Hirth|Dan Dubiner
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Offensive text detection across languages and datasets using rule-based and hybrid methods.
Kinga Gémes|Ádám Kovács|Gábor Recski
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Triplet losses-based matrix factorization for robust recommendations.
Flavio Giobergia
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Deepfake Audio Detection Via Feature Engineering And Machine Learning.
Farkhund Iqbal|Ahmed Abbasi|Abdul Rehman Javed|Zunera Jalil|Jamal N. Al-Karaki
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Want robust explanations? Get smoother predictions first.
Deddy Jobson
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k-Means SubClustering: A Differentially Private Algorithm with Improved Clustering Quality.
Devvrat Joshi|Janvi Thakkar
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Graph Neural Networks For Affective Social Media: A Comprehensive Overview.
Michail Karavokyris|Spyros Sioutas
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STL-DP: Differentially Private Time Series Exploring Decomposition and Compression Methods.
Kyunghee Kim|Minha Kim|Simon S. Woo
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Privacy and transparency in graph machine learning: A unified perspective.
Megha Kosla
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Privacy policy robustness to reverse engineering.
Aaron Gilad Kusne|Olivera Kotevska
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Globally local and fast explanations of t-SNE-like nonlinear embeddings.
Pierre Lambert|Rebecca Marion|Julien Albert|Emmanuel Jean|Sacha Corbugy|Cyril de Bodt
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Knowledge Management System with NLP-Assisted Annotations: A Brief Survey and Outlook.
Baihan Lin
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Diversity enhancement for collaborative filtering recommendation.
Yankai Liu
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Towards A Real-Time Emergency Response Model For Connected And Autonomous Vehicles.
Yen-Hung Liu|Otávio de Paula Albuquerque|Patrick C. K. Hung|Hossam A. Gabbar|Marcelo Fantinato|Farkhund Iqbal
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Prediction of Mobile Coupon Use: Data Analytics of Influencing Factors.
Shiqui Liu|Dickson K. W. Chiu|Kevin K. W. Ho
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Adaptive Re-Ranking as an Information-Seeking Agent.
Sean MacAvaney|Nicola Tonellotto|Craig Macdonald
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From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model.
Kameswara Bharadwaj Mantha|Ramanakumar Sankar|Yuping Zheng|Lucy Fortson|Thomas Pengo|Douglas Mashek|Mark Sanders|Trace Christensen|Jeffrey Salisbury|Laura Trouille|Jarrett E. K. Byrnes|Isaac Rosenthal|Henry Houskeeper|Kyle Cavanaugh
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Creating a framework for a Benchmark Religion Dataset.
Deepa Muralidhar|Ashwin Ashok
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Explaining Convolutional Neural Networks by Tagging Filters.
Anna Nguyen|Daniel Hagenmayer|Tobias Weller|Michael Färber
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Towards a theoretical formalization of conversational recommendation.
Tommaso Di Noia|Francesco Maria Donini|Dietmar Jannach|Fedelucio Narducci|Claudio Pomo
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Item-based variational auto-encoder for fair music recommendation.
Jinhyeok Park|Dain Kim|Dongwoo Kim
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Developing a noise-aware AI system for change risk assessment with minimal human intervention.
Subhadip Paul|Anirban Chatterjee|Binay Gupta|Kunal Banerjee
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Shortcomings of Interpretability Taxonomies for Deep Neural Networks.
Anders Søgaard
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EvalRS: a rounded evaluation of recommender systems.
Jacopo Tagliabue|Federico Bianchi|Tobias Schnabel|Giuseppe Attanasio|Ciro Greco|Gabriel de Souza P. Moreira|Patrick John Chia
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Privacy Amplification for Episodic Training Methods.
Vandy Tombs|Olivera Kotevska|Steven Young
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Human-Robot Interactions Using Affective Computing.
Anthony Tzes
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Explainability for Misinformation in Financial Statements.
Sushodhan Vaishampayan|Akshada Shinde|Aditi Pawde|Sachin Pawar|Manoj Apte|Girish Keshav Palshikar
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Conversational Information Retrieval using Knowledge Graphs.
Pruthvi Raj Venkatesh|K. Chaitanya|Rishu Kumar|P. Radha Krishna
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Interpretability in Activation Space Analysis of Transformers: A Focused Survey.
Soniya Vijayakumar
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RecFormer: personalized temporal-aware transformer for fair music recommendation.
Wei-Yao Wang|Wei-Wei Du|Wen-Chih Peng
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Towards Mixed-Initiative Conversational Information Seeking.
Hamed Zamani