Web Search and Data Mining (WSDM) (2024)

↑ up

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

doi dblp
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Unbiased Learning to Rank: On Recent Advances and Practical Applications.
Shashank Gupta|Philipp Hager|Jin Huang|Ali Vardasbi|Harrie Oosterhuis
doi dblp
Domain Level Interpretability: Interpreting Black-box Model with Domain-specific Embedding.
Ya-Lin Zhang|Caizhi Tang|Lu Yu|Jun Zhou|Longfei Li|Qing Cui|Fangfang Fan|Linbo Jiang|Xiaosong Zhao
doi dblp
TTC-QuAli: A Text-Table-Chart Dataset for Multimodal Quantity Alignment.
Haoyu Dong|Haochen Wang|Anda Zhou|Yue Hu
doi dblp
Unlocking Human Curiosity.
Elizabeth Reid
doi dblp
On the Effectiveness of Unlearning in Session-Based Recommendation.
Xin Xin|Liu Yang|Ziqi Zhao|Pengjie Ren|Zhumin Chen|Jun Ma|Zhaochun Ren
doi dblp
DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting.
Tianyu Fu|Chiyue Wei|Yu Wang|Rex Ying
doi dblp
Real-time E-bike Route Planning with Battery Range Prediction.
Zhao Li|Guoqi Ren|Yongchun Gu|Siwei Zhou|Xuanwu Liu|Jiaming Huang|Ming Li
doi dblp
Let the LLMs Talk: Simulating Human-to-Human Conversational QA via Zero-Shot LLM-to-LLM Interactions.
Zahra Abbasiantaeb|Yifei Yuan|Evangelos Kanoulas|Mohammad Aliannejadi
doi dblp
Practical Bandits: An Industry Perspective.
Bram van den Akker|Olivier Jeunen|Ying Li|Ben London|Zahra Nazari|Devesh Parekh
doi dblp
Some Useful Things to Know When Combining IR and NLP: The Easy, the Hard and the Ugly.
Omar Alonso|Kenneth Church
doi dblp
IDoFew: Intermediate Training Using Dual-Clustering in Language Models for Few Labels Text Classification.
Abdullah Alsuhaibani|Hamad Zogan|Imran Razzak|Shoaib Jameel|Guandong Xu
doi dblp
Introduction to Responsible AI.
Ricardo Baeza-Yates
doi dblp
LabelCraft: Empowering Short Video Recommendations with Automated Label Crafting.
Yimeng Bai|Yang Zhang|Jing Lu|Jianxin Chang|Xiaoxue Zang|Yanan Niu|Yang Song|Fuli Feng
doi dblp
MAD: Multi-Scale Anomaly Detection in Link Streams.
Esteban Bautista|Laurent Brisson|Cécile Bothorel|Grégory Smits
doi dblp
WSDM 2024 Workshop on Large Language Models for Individuals, Groups, and Society.
Michael Bendersky|Cheng Li|Qiaozhu Mei|Vanessa Murdock|Jie Tang|Hongning Wang|Hamed Zamani|Mingyang Zhang
doi dblp
Leveraging User Simulation to Develop and Evaluate Conversational Information Access Agents.
Nolwenn Bernard
doi dblp
IAI MovieBot 2.0: An Enhanced Research Platform with Trainable Neural Components and Transparent User Modeling.
Nolwenn Bernard|Ivica Kostric|Krisztian Balog
doi dblp
Ranking with Long-Term Constraints.
Kianté Brantley|Zhichong Fang|Sarah Dean|Thorsten Joachims
doi dblp
Delphic Costs and Benefits in Web Search: A Utilitarian and Historical Analysis.
Andrei Z. Broder
doi dblp
LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection.
Zijian Cai|Zhaoxuan Tan|Zhenyu Lei|Zifeng Zhu|Hongrui Wang|Qinghua Zheng|Minnan Luo
doi dblp
To Copy, or not to Copy; That is a Critical Issue of the Output Softmax Layer in Neural Sequential Recommenders.
Haw-Shiuan Chang|Nikhil Agarwal|Andrew McCallum
doi dblp
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models.
Wei-Cheng Chang|Jyun-Yu Jiang|Jiong Zhang|Mutasem Al-Darabsah|Choon Hui Teo|Cho-Jui Hsieh|Hsiang-Fu Yu|S. V. N. Vishwanathan
doi dblp
Professional Network Matters: Connections Empower Person-Job Fit.
Hao Chen|Lun Du|Yuxuan Lu|Qiang Fu|Xu Chen|Shi Han|Yanbin Kang|Guangming Lu|Zi Li
doi dblp
Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering.
Huiyuan Chen|Vivian Lai|Hongye Jin|Zhimeng Jiang|Mahashweta Das|Xia Hu
doi dblp
Empathetic Response Generation with Relation-aware Commonsense Knowledge.
Changyu Chen|Yanran Li|Chen Wei|Jianwei Cui|Bin Wang|Rui Yan
doi dblp
Exploiting Duality in Open Information Extraction with Predicate Prompt.
Zhen Chen|Jingping Liu|Deqing Yang|Yanghua Xiao|Huimin Xu|Zongyu Wang|Rui Xie|Yunsen Xian
doi dblp
TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models.
Yuyan Chen|Jin Zhao|Zhihao Wen|Zhixu Li|Yanghua Xiao
doi dblp
Customized and Robust Deep Neural Network Watermarking.
Tzu-Yun Chien|Chih-Ya Shen
doi dblp
What I Learned from Spending a Dozen Years in the Dark Web.
Nicolas Christin
doi dblp
Augmenting Keyword-based Search in Mobile Applications Using LLMs.
Harikrishnan C|Giridhar Sreenivasa Murthy|Kumar Rangarajan
doi dblp
Overlapping and Robust Edge-Colored Clustering in Hypergraphs.
Alex Crane|Brian Lavallee|Blair D. Sullivan|Nate Veldt
doi dblp
Automated Topic Generation for the Mexican Platform for Access to Government Public Information During the Period 2003-2020.
Hermelando Cruz-Pérez|Alejandro Molina-Villegas
doi dblp
Applications of LLMs in E-Commerce Search and Product Knowledge Graph: The DoorDash Case Study.
Sudeep Das|Raghav Saboo|Chaitanya S. K. Vadrevu|Bruce Wang|Steven Xu
doi dblp
The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom 2024).
Vachik S. Dave|Linsey Pang|Xiquan Cui|Chen Luo|Hamed Zamani|Lingfei Wu|George Karypis
doi dblp
CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking.
Shohreh Deldari|Dimitris Spathis|Mohammad Malekzadeh|Fahim Kawsar|Flora D. Salim|Akhil Mathur
doi dblp
CL4DIV: A Contrastive Learning Framework for Search Result Diversification.
Zhirui Deng|Zhicheng Dou|Yutao Zhu|Ji-Rong Wen
doi dblp
K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization.
Cheng Deng|Tianhang Zhang|Zhongmou He|Qiyuan Chen|Yuanyuan Shi|Yi Xu|Luoyi Fu|Weinan Zhang|Xinbing Wang|Chenghu Zhou|Zhouhan Lin|Junxian He
doi dblp
The 5th International Workshop on Machine Learning on Graphs (MLoG).
Tyler Derr|Yao Ma|Kaize Ding|Tong Zhao|Nesreen K. Ahmed
doi dblp
The Journey to A Knowledgeable Assistant with Retrieval-Augmented Generation (RAG).
Xin Luna Dong
doi dblp
Genomic-World Fungi Data: Synteny Part.
Pedro Escobar-Turriza|Luis Muñoz-Miranda|Alejandro Pereira-Santana
doi dblp
Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning.
Mingyuan Fan|Yang Liu|Cen Chen|Chengyu Wang|Minghui Qiu|Wenmeng Zhou
doi dblp
Scaling Use-case Based Shopping using LLMs.
Sachin Farfade|Sachin Vernekar|Vineet Chaoji|Rajdeep Mukherjee
doi dblp
Contextual MAB Oriented Embedding Denoising for Sequential Recommendation.
Zhichao Feng|Pengfei Wang|Kaiyuan Li|Chenliang Li|Shangguang Wang
doi dblp
WordGraph: A Python Package for Reconstructing Interactive Causal Graphical Models from Text Data.
Amine Ferdjaoui|Séverine Affeldt|Mohamed Nadif
doi dblp
Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights.
Junchen Fu|Fajie Yuan|Yu Song|Zheng Yuan|Mingyue Cheng|Shenghui Cheng|Jiaqi Zhang|Jie Wang|Yunzhu Pan
doi dblp
PEACE: Prototype lEarning Augmented transferable framework for Cross-domain rEcommendation.
Chunjing Gan|Bo Huang|Binbin Hu|Jian Ma|Zhiqiang Zhang|Jun Zhou|Guannan Zhang|Wenliang Zhong
doi dblp
Framework for Bias Detection in Machine Learning Models: A Fairness Approach.
Alveiro Alonso Rosado Gomez|Maritza Liliana Calderón-Benavides
doi dblp
CausalMMM: Learning Causal Structure for Marketing Mix Modeling.
Chang Gong|Di Yao|Lei Zhang|Sheng Chen|Wenbin Li|Yueyang Su|Jingping Bi
doi dblp
HealAI: A Healthcare LLM for Effective Medical Documentation.
Sagar Goyal|Eti Rastogi|Sree Prasanna Rajagopal|Dong Yuan|Fen Zhao|Jai Chintagunta|Gautam Naik|Jeff Ward
doi dblp
Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction.
Xiaoqiang Gui|Yueyao Cheng|Xiang-Rong Sheng|Yunfeng Zhao|Guoxian Yu|Shuguang Han|Yuning Jiang|Jian Xu|Bo Zheng
doi dblp
GEMRec: Towards Generative Model Recommendation.
Yuanhe Guo|Haoming Liu|Hongyi Wen
doi dblp
EvidenceQuest: An Interactive Evidence Discovery System for Explainable Artificial Intelligence.
Ambreen Hanif|Amin Beheshti|Xuyun Zhang|Steven Wood|Boualem Benatallah|EuJin Foo
doi dblp
Motif-based Prompt Learning for Universal Cross-domain Recommendation.
Bowen Hao|Chaoqun Yang|Lei Guo|Junliang Yu|Hongzhi Yin
doi dblp
Ginkgo-P: General Illustrations of Knowledge Graphs for Openness as a Platform.
Blaine Hill|Lihui Liu|Hanghang Tong
doi dblp
From Second to First: Mixed Censored Multi-Task Learning for Winning Price Prediction.
Jiani Huang|Zhenzhe Zheng|Yanrong Kang|Zixiao Wang
doi dblp
SCAD: Subspace Clustering based Adversarial Detector.
Xinrong Hu|Wushuan Chen|Jie Yang|Yi Guo|Xun Yao|Bangchao Wang|Junping Liu|Ce Xu
doi dblp
Profiling Urban Mobility Patterns with High Spatial and Temporal Resolution: A Deep Dive into Cellphone Geo-position Data.
José Ignacio Huertas|Luisa Fernanda Chaparro Sierra
doi dblp
User Behavior Enriched Temporal Knowledge Graphs for Sequential Recommendation.
Hengchang Hu|Wei Guo|Xu Liu|Yong Liu|Ruiming Tang|Rui Zhang|Min-Yen Kan
doi dblp
User Consented Federated Recommender System Against Personalized Attribute Inference Attack.
Qi Hu|Yangqiu Song
doi dblp
Mitigating Factual Inconsistency and Hallucination in Large Language Models.
Muneeswaran I|Advaith Shankar|Varun V|Saisubramaniam Gopalakrishnan|Vishal Vaddina
doi dblp
Recent Advances in Refinement Recommendations.
Akshay Jagatap|Sachin Farfade
doi dblp
Incomplete Graph Learning via Attribute-Structure Decoupled Variational Auto-Encoder.
Xinke Jiang|Zidi Qin|Jiarong Xu|Xiang Ao
doi dblp
DiffKG: Knowledge Graph Diffusion Model for Recommendation.
Yangqin Jiang|Yuhao Yang|Lianghao Xia|Chao Huang
doi dblp
Bridging Text Data and Graph Data: Towards Semantics and Structure-aware Knowledge Discovery.
Bowen Jin|Yu Zhang|Sha Li|Jiawei Han
doi dblp
Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation.
Magdalena Kaiser|Rishiraj Saha Roy|Gerhard Weikum
doi dblp
Foundation Models for Aerial Robotics.
Ashish Kapoor
doi dblp
MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation.
Yungi Kim|Taeri Kim|Won-Yong Shin|Sang-Wook Kim
doi dblp
C²DR: Robust Cross-Domain Recommendation based on Causal Disentanglement.
Menglin Kong|Jia Wang|Yushan Pan|Haiyang Zhang|Muzhou Hou
doi dblp
Towards Trustworthy Large Language Models.
Sanmi Koyejo|Bo Li
doi dblp
WSDM 2024 Workshop on Representation Learning & Clustering.
Lazhar Labiod|Mohamed Nadif|Aghiles Salah
doi dblp
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems.
Weronika Lajewska
doi dblp
Learning Opinion Dynamics from Data.
Jacopo Lenti
doi dblp
Likelihood-Based Methods Improve Parameter Estimation in Opinion Dynamics Models.
Jacopo Lenti|Corrado Monti|Gianmarco De Francisci Morales
doi dblp
Understanding User Behavior in Carousel Recommendation Systems for Click Modeling and Learning to Rank.
Santiago de Leon-Martinez
doi dblp
Multi-Intent Attribute-Aware Text Matching in Searching.
Mingzhe Li|Xiuying Chen|Jing Xiang|Qishen Zhang|Changsheng Ma|Chenchen Dai|Jinxiong Chang|Zhongyi Liu|Guannan Zhang
doi dblp
Global Heterogeneous Graph and Target Interest Denoising for Multi-behavior Sequential Recommendation.
Xuewei Li|Hongwei Chen|Jian Yu|Mankun Zhao|Tianyi Xu|Wenbin Zhang|Mei Yu
doi dblp
Pre-trained Recommender Systems: A Causal Debiasing Perspective.
Ziqian Lin|Hao Ding|Trong Nghia Hoang|Branislav Kveton|Anoop Deoras|Hao Wang
doi dblp
Mixed Attention Network for Cross-domain Sequential Recommendation.
Guanyu Lin|Chen Gao|Yu Zheng|Jianxin Chang|Yanan Niu|Yang Song|Kun Gai|Zhiheng Li|Depeng Jin|Yong Li|Meng Wang
doi dblp
Inverse Learning with Extremely Sparse Feedback for Recommendation.
Guanyu Lin|Chen Gao|Yu Zheng|Yinfeng Li|Jianxin Chang|Yanan Niu|Yang Song|Kun Gai|Zhiheng Li|Depeng Jin|Yong Li
doi dblp
Multi-Sequence Attentive User Representation Learning for Side-information Integrated Sequential Recommendation.
Xiaolin Lin|Jinwei Luo|Junwei Pan|Weike Pan|Zhong Ming|Xun Liu|Shudong Huang|Jie Jiang
doi dblp
CDRNP: Cross-Domain Recommendation to Cold-Start Users via Neural Process.
Xiaodong Li|Jiawei Sheng|Jiangxia Cao|Wenyuan Zhang|Quangang Li|Tingwen Liu
doi dblp
Text-Video Retrieval via Multi-Modal Hypergraph Networks.
Qian Li|Lixin Su|Jiashu Zhao|Long Xia|Hengyi Cai|Suqi Cheng|Hengzhu Tang|Junfeng Wang|Dawei Yin
doi dblp
ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models.
Qijiong Liu|Nuo Chen|Tetsuya Sakai|Xiao-Ming Wu
doi dblp
Generative Models for Complex Logical Reasoning over Knowledge Graphs.
Yu Liu|Yanan Cao|Shi Wang|Qingyue Wang|Guanqun Bi
doi dblp
Capturing Temporal Node Evolution via Self-supervised Learning: A New Perspective on Dynamic Graph Learning.
Lingwen Liu|Guangqi Wen|Peng Cao|Jinzhu Yang|Weiping Li|Osmar R. Zaïane
doi dblp
MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems.
Dugang Liu|Chaohua Yang|Xing Tang|Yejing Wang|Fuyuan Lyu|Weihong Luo|Xiuqiang He|Zhong Ming|Xiangyu Zhao
doi dblp
Knowledge Graph Context-Enhanced Diversified Recommendation.
Xiaolong Liu|Liangwei Yang|Zhiwei Liu|Mingdai Yang|Chen Wang|Hao Peng|Philip S. Yu
doi dblp
Interact with the Explanations: Causal Debiased Explainable Recommendation System.
Xu Liu|Tong Yu|Kaige Xie|Junda Wu|Shuai Li
doi dblp
Attribute Simulation for Item Embedding Enhancement in Multi-interest Recommendation.
Yaokun Liu|Xiaowang Zhang|Minghui Zou|Zhiyong Feng
doi dblp
An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis.
Xuexiong Luo|Guangwei Dong|Jia Wu|Amin Beheshti|Jian Yang|Shan Xue
doi dblp
Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction.
Yunshan Ma|Xiaohao Liu|Yinwei Wei|Zhulin Tao|Xiang Wang|Tat-Seng Chua
doi dblp
Source Free Graph Unsupervised Domain Adaptation.
Haitao Mao|Lun Du|Yujia Zheng|Qiang Fu|Zelin Li|Xu Chen|Shi Han|Dongmei Zhang
doi dblp
MADM: A Model-agnostic Denoising Module for Graph-based Social Recommendation.
Wenze Ma|Yuexian Wang|Yanmin Zhu|Zhaobo Wang|Mengyuan Jing|Xuhao Zhao|Jiadi Yu|Feilong Tang
doi dblp
Integrating Knowledge Graph Data with Large Language Models for Explainable Inference.
Carlos Efrain Quintero Narvaez|Raúl Monroy
doi dblp
A Linguistic Grounding-Infused Contrastive Learning Approach for Health Mention Classification on Social Media.
Usman Naseem|Jinman Kim|Matloob Khushi|Adam G. Dunn
doi dblp
Gaussian Graphical Model-Based Clustering of Time Series Data.
Kohei Obata
doi dblp
Effective and Efficient Transformer Models for Sequential Recommendation.
Aleksandr V. Petrov
doi dblp
RecJPQ: Training Large-Catalogue Sequential Recommenders.
Aleksandr V. Petrov|Craig Macdonald
doi dblp
Accelerating Pharmacovigilance using Large Language Models.
Mukkamala Venkata Sai Prakash|Ganesh Parab|Meghana Veeramalla|Siddartha Reddy|Varun V|Saisubramaniam Gopalakrishnan|Vishal Pagidipally|Vishal Vaddina
doi dblp
Integrity 2024: Integrity in Social Networks and Media.
Lluís Garcia Pueyo|Symeon Papadopoulos|Prathyusha Senthil Kumar|Aristides Gionis|Panayiotis Tsaparas|Vasilis Verroios|Giuseppe Manco|Anton Andryeyev|Stefano Cresci|Timos Sellis|Anthony McCosker
doi dblp
Scaling Up LLM Reviews for Google Ads Content Moderation.
Wei Qiao|Tushar Dogra|Otilia Stretcu|Yu-Han Lyu|Tiantian Fang|Dongjin Kwon|Chun-Ta Lu|Enming Luo|Yuan Wang|Chih-Chun Chia|Ariel Fuxman|Fangzhou Wang|Ranjay Krishna|Mehmet Tek
doi dblp
Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation.
Xiuyuan Qin|Huanhuan Yuan|Pengpeng Zhao|Guanfeng Liu|Fuzhen Zhuang|Victor S. Sheng
doi dblp
Budgeted Embedding Table For Recommender Systems.
Yunke Qu|Tong Chen|Quoc Viet Hung Nguyen|Hongzhi Yin
doi dblp
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs.
Behnam Rahdari|Hao Ding|Ziwei Fan|Yifei Ma|Zhuotong Chen|Anoop Deoras|Branislav Kveton
doi dblp
Customer Understanding for Recommender Systems.
Md. Mostafizur Rahman|Yu Hirate
doi dblp
"Maya"- A Conversational Shopping Assistant for Fashion at Myntra.
Akhil Raj|Hrishikesh Ganu|Saikat Kumar Das|R. Sandeep|Satyajeet Singh|Sreekanth Vempati
doi dblp
CharmBana: Progressive Responses with Real-Time Internet Search for Knowledge-Powered Conversations.
Revanth Gangi Reddy|Sharath Chandra Etagi Suresh|Hao Bai|Wentao Yao|Mankeerat Sidhu|Karan Aggarwal|Prathamesh Sonawane|ChengXiang Zhai
doi dblp
Future Timelines: Extraction and Visualization of Future-related Content From News Articles.
Juwal Regev|Adam Jatowt|Michael Färber
doi dblp
SSLRec: A Self-Supervised Learning Framework for Recommendation.
Xubin Ren|Lianghao Xia|Yuhao Yang|Wei Wei|Tianle Wang|Xuheng Cai|Chao Huang
doi dblp
Preserving Heritage: Developing a Translation Tool for Indigenous Dialects.
Melissa Robles|Cristian A. Martínez|Juan Camilo Prieto|Sara Palacios|Rubén Manrique
doi dblp
Strategic ML: How to Learn With Data That 'Behaves'.
Nir Rosenfeld
doi dblp
Journey of Hallucination-minimized Generative AI Solutions for Financial Decision Makers.
Sohini Roychowdhury
doi dblp
GAD-NR: Graph Anomaly Detection via Neighborhood Reconstruction.
Amit Roy|Juan Shu|Jia Li|Carl Yang|Olivier Elshocht|Jeroen Smeets|Pan Li
doi dblp
Ad-load Balancing via Off-policy Learning in a Content Marketplace.
Hitesh Sagtani|Madan Gopal Jhawar|Rishabh Mehrotra|Olivier Jeunen
doi dblp
ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees.
Sina Sajadmanesh|Daniel Gatica-Perez
doi dblp
Fly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling.
Marija Sakota|Maxime Peyrard|Robert West
doi dblp
Unveiling AI-Driven Collective Action for a Worker-Centric Future.
Saiph Savage
doi dblp
Automated Tailoring of Large Language Models for Industry-Specific Downstream Tasks.
Shreya Saxena|Siva Prasad|Muneeswaran I|Advaith Shankar|Varun V|Saisubramaniam Gopalakrishnan|Vishal Vaddina
doi dblp
Psychology-informed Information Access Systems Workshop.
Markus Schedl|Marta Moscati|Bruno Sguerra|Romain Hennequin|Elisabeth Lex
doi dblp
Proxy-based Item Representation for Attribute and Context-aware Recommendation.
Jinseok Seol|Minseok Gang|Sang-goo Lee|Jaehui Park
doi dblp
Causality Guided Disentanglement for Cross-Platform Hate Speech Detection.
Paras Sheth|Raha Moraffah|Tharindu S. Kumarage|Aman Chadha|Huan Liu
doi dblp
Temporal Graph Analysis with TGX.
Razieh Shirzadkhani|Shenyang Huang|Elahe Kooshafar|Reihaneh Rabbany|Farimah Poursafaei
doi dblp
Using Causal Inference to Solve Uncertainty Issues in Dataset Shift.
Song Shuang|Muhammad Syafiq Bin Mohd Pozi
doi dblp
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study.
Yuan Sui|Mengyu Zhou|Mingjie Zhou|Shi Han|Dongmei Zhang
doi dblp
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval.
Xiaojie Sun|Keping Bi|Jiafeng Guo|Sihui Yang|Qishen Zhang|Zhongyi Liu|Guannan Zhang|Xueqi Cheng
doi dblp
Rethinking and Simplifying Bootstrapped Graph Latents.
Wangbin Sun|Jintang Li|Liang Chen|Bingzhe Wu|Yatao Bian|Zibin Zheng
doi dblp
LEAD: Liberal Feature-based Distillation for Dense Retrieval.
Hao Sun|Xiao Liu|Yeyun Gong|Anlei Dong|Jingwen Lu|Yan Zhang|Linjun Yang|Rangan Majumder|Nan Duan
doi dblp
Long-Term Value of Exploration: Measurements, Findings and Algorithms.
Yi Su|Xiangyu Wang|Elaine Ya Le|Liang Liu|Yuening Li|Haokai Lu|Benjamin Lipshitz|Sriraj Badam|Lukasz Heldt|Shuchao Bi|Ed H. Chi|Cristos Goodrow|Su-Lin Wu|Lexi Baugher|Minmin Chen
doi dblp
SIRUP: Search-based Book Recommendation Playground.
Ghazaleh Haratinezhad Torbati|Anna Tigunova|Gerhard Weikum
doi dblp
Temporal Blind Spots in Large Language Models.
Jonas Wallat|Adam Jatowt|Avishek Anand
doi dblp
NeuralReconciler for Hierarchical Time Series Forecasting.
Shiyu Wang
doi dblp
Follow the LIBRA: Guiding Fair Policy for Unified Impression Allocation via Adversarial Rewarding.
Xiaoyu Wang|Yonghui Guo|Bin Tan|Tao Yang|Dongbo Huang|Lan Xu|Hao Zhou|Xiangyang Li
doi dblp
Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction.
Yakun Wang|Binbin Hu|Shuo Yang|Meiqi Zhu|Zhiqiang Zhang|Qiyang Zhang|Jun Zhou|Guo Ye|Huimei He
doi dblp
Diff-MSR: A Diffusion Model Enhanced Paradigm for Cold-Start Multi-Scenario Recommendation.
Yuhao Wang|Ziru Liu|Yichao Wang|Xiangyu Zhao|Bo Chen|Huifeng Guo|Ruiming Tang
doi dblp
Fresh Content Recommendation at Scale: A Multi-funnel Solution and the Potential of LLMs.
Jianling Wang|Haokai Lu|Minmin Chen
doi dblp
CityCAN: Causal Attention Network for Citywide Spatio-Temporal Forecasting.
Chengxin Wang|Yuxuan Liang|Gary Tan
doi dblp
Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function.
Binghui Wang|Minhua Lin|Tianxiang Zhou|Pan Zhou|Ang Li|Meng Pang|Hai Helen Li|Yiran Chen
doi dblp
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation.
Shuyao Wang|Yongduo Sui|Jiancan Wu|Zhi Zheng|Hui Xiong
doi dblp
FairIF: Boosting Fairness in Deep Learning via Influence Functions with Validation Set Sensitive Attributes.
Haonan Wang|Ziwei Wu|Jingrui He
doi dblp
Cost-Effective Active Learning for Bid Exploration in Online Advertising.
Zixiao Wang|Zhenzhe Zheng|Yanrong Kang|Jiani Huang
doi dblp
Towards Better Chinese Spelling Check for Search Engines: A New Dataset and Strong Baseline.
Yue Wang|Zilong Zheng|Zecheng Tang|Juntao Li|Zhihui Liu|Kunlong Chen|Jinxiong Chang|Qishen Zhang|Zhongyi Liu|Min Zhang
doi dblp
Distribution Consistency based Self-Training for Graph Neural Networks with Sparse Labels.
Fali Wang|Tianxiang Zhao|Suhang Wang
doi dblp
LLMRec: Large Language Models with Graph Augmentation for Recommendation.
Wei Wei|Xubin Ren|Jiabin Tang|Qinyong Wang|Lixin Su|Suqi Cheng|Junfeng Wang|Dawei Yin|Chao Huang
doi dblp
AutoPooling: Automated Pooling Search for Multi-valued Features in Recommendations.
He Wei|Yuekui Yang|Shaoping Ma|Haiyang Wu|Yangyang Tang|Meixi Liu|Yang Zhang
doi dblp
Unified Visual Preference Learning for User Intent Understanding.
Yihua Wen|Si Chen|Yu Tian|Wanxian Guan|Pengjie Wang|Hongbo Deng|Jian Xu|Bo Zheng|Zihao Li|Lixin Zou|Chenliang Li
doi dblp
Continuous-time Autoencoders for Regular and Irregular Time Series Imputation.
Hyowon Wi|Yehjin Shin|Noseong Park
doi dblp
Neural Kalman Filtering for Robust Temporal Recommendation.
Jiafeng Xia|Dongsheng Li|Hansu Gu|Tun Lu|Peng Zhang|Li Shang|Ning Gu
doi dblp
Vector Search with OpenAI Embeddings: Lucene Is All You Need.
Jasper Xian|Tommaso Teofili|Ronak Pradeep|Jimmy Lin
doi dblp
Deep Evolutional Instant Interest Network for CTR Prediction in Trigger-Induced Recommendation.
Zhibo Xiao|Luwei Yang|Tao Zhang|Wen Jiang|Wei Ning|Yujiu Yang
doi dblp
Making Small Language Models Better Multi-task Learners with Mixture-of-Task-Adapters.
Yukang Xie|Chengyu Wang|Junbing Yan|Jiyong Zhou|Feiqi Deng|Jun Huang
doi dblp
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.
Hongshen Xu|Lu Chen|Zihan Zhao|Da Ma|Ruisheng Cao|Zichen Zhu|Kai Yu
doi dblp
Towards Alignment-Uniformity Aware Representation in Graph Contrastive Learning.
Rong Yan|Peng Bao|Xiao Zhang|Zhongyi Liu|Hui Liu
doi dblp
Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure.
Jiyuan Yang|Yue Ding|Yidan Wang|Pengjie Ren|Zhumin Chen|Fei Cai|Jun Ma|Rui Zhang|Zhaochun Ren|Xin Xin
doi dblp
Unified Pretraining for Recommendation via Task Hypergraphs.
Mingdai Yang|Zhiwei Liu|Liangwei Yang|Xiaolong Liu|Chen Wang|Hao Peng|Philip S. Yu
doi dblp
GAP: A Grammar and Position-Aware Framework for Efficient Recognition of Multi-Line Mathematical Formulas.
Zhe Yang|Qi Liu|Kai Zhang|Shiwei Tong|Enhong Chen
doi dblp
COTER: Conditional Optimal Transport meets Table Retrieval.
Xun Yao|Zhixin Zhang|Xinrong Hu|Jie (Jack) Yang|Yi Guo|Daniel (Dianliang) Zhu
doi dblp
Lessons Learnt from Building Friend Recommendation Systems.
Jun Yu
doi dblp
PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization.
Ziqi Yuan|Haoyi Zhou|Tianyu Chen|Jianxin Li
doi dblp
Linear Recurrent Units for Sequential Recommendation.
Zhenrui Yue|Yueqi Wang|Zhankui He|Huimin Zeng|Julian J. McAuley|Dong Wang
doi dblp
Automatic Extraction of Patterns in Digital News Articles of Femicides occurred in Mexico by Text Mining Techniques.
Jonathan Zárate-Cartas|Alejandro Molina-Villegas
doi dblp
Multi-Granular Text Classification with Minimal Supervision.
Yunyi Zhang
doi dblp
Maximizing Malicious Influence in Node Injection Attack.
Xiao Zhang|Peng Bao|Shirui Pan
doi dblp
A Scalable Open-Source System for Segmenting Urban Areas with Road Networks.
Ming Zhang|Yanyan Li|Jianguo Duan|Jizhou Huang|Jingbo Zhou
doi dblp
IncMSR: An Incremental Learning Approach for Multi-Scenario Recommendation.
Kexin Zhang|Yichao Wang|Xiu Li|Ruiming Tang|Rui Zhang
doi dblp
Defense Against Model Extraction Attacks on Recommender Systems.
Sixiao Zhang|Hongzhi Yin|Hongxu Chen|Cheng Long
doi dblp
AAGenRec: A Novel Approach for Mitigating Inter-task Interference in Multi-task Optimization of Sequential Behavior Modeling.
Jiawei Zhang|Shimin Yang|Liang Shen
doi dblp
Wildfire: A Twitter Social Sensing Platform for Layperson.
Zeyu Zhang|Zhengyuan Zhu|Haiqi Zhang|Foram Patel|Josue Caraballo|Patrick Hennecke|Chengkai Li
doi dblp
RDGCN: Reinforced Dependency Graph Convolutional Network for Aspect-based Sentiment Analysis.
Xusheng Zhao|Hao Peng|Qiong Dai|Xu Bai|Huailiang Peng|Yanbing Liu|Qinglang Guo|Philip S. Yu
doi dblp
Interpretable Imitation Learning with Dynamic Causal Relations.
Tianxiang Zhao|Wenchao Yu|Suhang Wang|Lu Wang|Xiang Zhang|Yuncong Chen|Yanchi Liu|Wei Cheng|Haifeng Chen
doi dblp
CreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting.
Zhengyang Zhou|Jiahao Shi|Hongbo Zhang|Qiongyu Chen|Xu Wang|Hongyang Chen|Yang Wang
doi dblp
Dance with Labels: Dual-Heterogeneous Label Graph Interaction for Multi-intent Spoken Language Understanding.
Zhihong Zhu|Xuxin Cheng|Hongxiang Li|Yaowei Li|Yuexian Zou
doi dblp
The Devil is in the Data: Learning Fair Graph Neural Networks via Partial Knowledge Distillation.
Yuchang Zhu|Jintang Li|Liang Chen|Zibin Zheng
doi dblp
Collaboration and Transition: Distilling Item Transitions into Multi-Query Self-Attention for Sequential Recommendation.
Tianyu Zhu|Yansong Shi|Yuan Zhang|Yihong Wu|Fengran Mo|Jian-Yun Nie
doi dblp
Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices.
Jing Zhu|Yuhang Zhou|Vassilis N. Ioannidis|Shengyi Qian|Wei Ai|Xiang Song|Danai Koutra
doi dblp
MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization.
Dongcheng Zou|Senzhang Wang|Xuefeng Li|Hao Peng|Yuandong Wang|Chunyang Liu|Kehua Sheng|Bo Zhang