Web Search and Data Mining (WSDM) (2023)

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Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

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Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
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Recent Advances on Deep Learning based Knowledge Tracing.
Zitao Liu|Jiahao Chen|Weiqi Luo
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Incorporating Fairness in Large Scale NLU Systems.
Rahul Gupta|Lisa Bauer|Kai-Wei Chang|Jwala Dhamala|Aram Galstyan|Palash Goyal|Qian Hu|Avni Khatri|Rohit Parimi|Charith Peris|Apurv Verma|Richard S. Zemel|Prem Natarajan
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DeMEtRIS: Counting (near)-Cliques by Crawling.
Suman K. Bera|Jayesh Choudhari|Shahrzad Haddadan|Sara Ahmadian
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Towards an Event-Aware Urban Mobility Prediction System.
Zhaonan Wang|Renhe Jiang|Zipei Fan|Xuan Song|Ryosuke Shibasaki
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A Tutorial on Domain Generalization.
Jindong Wang|Haoliang Li|Sinno Jialin Pan|Xing Xie
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Scalable Adversarial Attack Algorithms on Influence Maximization.
Lichao Sun|Xiaobin Rui|Wei Chen
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Knowledge-Augmented Methods for Natural Language Processing.
Chenguang Zhu|Yichong Xu|Xiang Ren|Bill Yuchen Lin|Meng Jiang|Wenhao Yu
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Self-Supervised Graph Structure Refinement for Graph Neural Networks.
Jianan Zhao|Qianlong Wen|Mingxuan Ju|Chuxu Zhang|Yanfang Ye
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AgAsk: A Conversational Search Agent for Answering Agricultural Questions.
Hang Li|Bevan Koopman|Ahmed Mourad|Guido Zuccon
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Dependency-aware Self-training for Entity Alignment.
Bing Liu|Tiancheng Lan|Wen Hua|Guido Zuccon
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Calibrated Recommendations as a Minimum-Cost Flow Problem.
Himan Abdollahpouri|Zahra Nazari|Alex Gain|Clay Gibson|Maria Dimakopoulou|Jesse Anderton|Benjamin A. Carterette|Mounia Lalmas|Tony Jebara
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UserSimCRS: A User Simulation Toolkit for Evaluating Conversational Recommender Systems.
Jafar Afzali|Aleksander Mark Drzewiecki|Krisztian Balog|Shuo Zhang
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Ask "Who", Not "What": Bitcoin Volatility Forecasting with Twitter Data.
M. Eren Akbiyik|Mert Erkul|Killian Kämpf|Vaiva Vasiliauskaite|Nino Antulov-Fantulin
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Travel Bird: A Personalized Destination Recommender with TourBERT and Airbnb Experiences.
Veronika Arefieva|Roman Egger|Michael Schrefl|Markus Schedl
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A Personalized Neighborhood-based Model for Within-basket Recommendation in Grocery Shopping.
Mozhdeh Ariannezhad|Ming Li|Sebastian Schelter|Maarten de Rijke
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UnCommonSense in Action! Informative Negations for Commonsense Knowledge Bases.
Hiba Arnaout|Tuan-Phong Nguyen|Simon Razniewski|Gerhard Weikum
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Simulating Humans at Scale to Evaluate Voice Interfaces for TVs: the Round-Trip System at Comcast.
Breck Baldwin|Lauren Reese|Liming Zhang|Jan Neumann|Taylor Cassidy|Michael Pereira|G. Craig Murray|Kishorekumar Sundararajan|Yidnekachew Endale|Pramod Kadagattor|Paul Wolfe|Brian Aiken|Tony Braskich|Donte Jiggetts|Adam Sloan|Esther Vaturi|Crystal Pender|Ferhan Ture
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Local Edge Dynamics and Opinion Polarization.
Nikita Bhalla|Adam Lechowicz|Cameron Musco
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Beyond Hard Negatives in Product Search: Semantic Matching Using One-Class Classification (SMOCC).
Arindam Bhattacharya|Ankit Gandhi|Vijay Huddar|Ankith M. S|Aayush Moroney|Atul Saroop|Rahul Bhagat
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MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution.
Wendong Bi|Lun Du|Qiang Fu|Yanlin Wang|Shi Han|Dongmei Zhang
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Cognition-aware Knowledge Graph Reasoning for Explainable Recommendation.
Qingyu Bing|Qiannan Zhu|Zhicheng Dou
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SmartCityBus - A Platform for Smart Transportation Systems.
Georgios Bouloukakis|Chrysostomos Zeginis|Nikolaos Papadakis|Kostas Magoutis|George Christodoulou|Chrysanthi Kosyfaki|Konstantinos Lampropoulos|Nikos Mamoulis
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A Causal View for Item-level Effect of Recommendation on User Preference.
Wei Cai|Fuli Feng|Qifan Wang|Tian Yang|Zhenguang Liu|Congfu Xu
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Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning.
Tianchi Cai|Jiyan Jiang|Wenpeng Zhang|Shiji Zhou|Xierui Song|Li Yu|Lihong Gu|Xiaodong Zeng|Jinjie Gu|Guannan Zhang
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Towards Universal Cross-Domain Recommendation.
Jiangxia Cao|Shaoshuai Li|Bowen Yu|Xiaobo Guo|Tingwen Liu|Bin Wang
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Learning and Maximizing Influence in Social Networks Under Capacity Constraints.
Pritish Chakraborty|Sayan Ranu|Krishna Sri Ipsit Mantri|Abir De
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Unbiased Knowledge Distillation for Recommendation.
Gang Chen|Jiawei Chen|Fuli Feng|Sheng Zhou|Xiangnan He
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Adversarial Autoencoder for Unsupervised Time Series Anomaly Detection and Interpretation.
Xuanhao Chen|Liwei Deng|Yan Zhao|Kai Zheng
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Relation Preference Oriented High-order Sampling for Recommendation.
Mukun Chen|Xiuwen Gong|YH Jin|Wenbin Hu
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Heterogeneous Graph Contrastive Learning for Recommendation.
Mengru Chen|Chao Huang|Lianghao Xia|Wei Wei|Yong Xu|Ronghua Luo
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Can Pre-trained Language Models Understand Chinese Humor?
Yuyan Chen|Zhixu Li|Jiaqing Liang|Yanghua Xiao|Bang Liu|Yunwen Chen
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Unsupervised Question Duplicate and Related Questions Detection in e-learning platforms.
Maksimjeet Chowdhary|Sanyam Goyal|Venktesh V|Mukesh K. Mohania|Vikram Goyal
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Meta Policy Learning for Cold-Start Conversational Recommendation.
Zhendong Chu|Hongning Wang|Yun Xiao|Bo Long|Lingfei Wu
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Preference-Based Offline Evaluation.
Charles L. A. Clarke|Fernando Diaz|Negar Arabzadeh
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NGAME: Negative Mining-aware Mini-batching for Extreme Classification.
Kunal Dahiya|Nilesh Gupta|Deepak Saini|Akshay Soni|Yajun Wang|Kushal Dave|Jian Jiao|Gururaj K|Prasenjit Dey|Amit Singh|Deepesh Hada|Vidit Jain|Bhawna Paliwal|Anshul Mittal|Sonu Mehta|Ramachandran Ramjee|Sumeet Agarwal|Purushottam Kar|Manik Varma
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Classification of Different Participating Entities in the Rise of Hateful Content in Social Media.
Mithun Das
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Generative Slate Recommendation with Reinforcement Learning.
Romain Deffayet|Thibaut Thonet|Jean-Michel Renders|Maarten de Rijke
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S2TUL: A Semi-Supervised Framework for Trajectory-User Linking.
Liwei Deng|Hao Sun|Yan Zhao|Shuncheng Liu|Kai Zheng
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Zero to Hero: Exploiting Null Effects to Achieve Variance Reduction in Experiments with One-sided Triggering.
Alex Deng|Lo-Hua Yuan|Naoya Kanai|Alexandre Salama-Manteau
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The 3rd International Workshop on Machine Learning on Graphs (MLoG).
Tyler Derr|Yao Ma|Benedek Rozemberczki|Neil Shah|Shirui Pan
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DistriBayes: A Distributed Platform for Learning, Inference and Attribution on Large Scale Bayesian Network.
Yi Ding|Jun Zhou|Qing Cui|Lin Wang|Mengqi Zhang|Yang Dong
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Active Ensemble Learning for Knowledge Graph Error Detection.
Junnan Dong|Qinggang Zhang|Xiao Huang|Qiaoyu Tan|Daochen Zha|Zihao Zhao
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Multi-queue Momentum Contrast for Microvideo-Product Retrieval.
Yali Du|Yinwei Wei|Wei Ji|Fan Liu|Xin Luo|Liqiang Nie
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IDNP: Interest Dynamics Modeling Using Generative Neural Processes for Sequential Recommendation.
Jing Du|Zesheng Ye|Bin Guo|Zhiwen Yu|Lina Yao
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Pairwise Fairness in Ranking as a Dissatisfaction Measure.
Alessandro Fabris|Gianmaria Silvello|Gian Antonio Susto|Asia J. Biega
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Cooperative Explanations of Graph Neural Networks.
Junfeng Fang|Xiang Wang|An Zhang|Zemin Liu|Xiangnan He|Tat-Seng Chua
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Metropolitan-scale Mobility Digital Twin.
Zipei Fan|Renhe Jiang|Ryosuke Shibasaki
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Under the Hood of Social Media Advertising: How Do We use AI Responsibly for Advertising Targeting and Creative Evaluation.
Aleksandr Farseev
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Efficient Graph Learning for Anomaly Detection Systems.
Falih Gozi Febrinanto
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Simultaneous Linear Multi-view Attributed Graph Representation Learning and Clustering.
Chakib Fettal|Lazhar Labiod|Mohamed Nadif
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An F-shape Click Model for Information Retrieval on Multi-block Mobile Pages.
Lingyue Fu|Jianghao Lin|Weiwen Liu|Ruiming Tang|Weinan Zhang|Rui Zhang|Yong Yu
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Natural and Artificial Dynamics in GNNs: A Tutorial.
Dongqi Fu|Zhe Xu|Hanghang Tong|Jingrui He
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Alleviating Structural Distribution Shift in Graph Anomaly Detection.
Yuan Gao|Xiang Wang|Xiangnan He|Zhenguang Liu|Huamin Feng|Yongdong Zhang
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FineSum: Target-Oriented, Fine-Grained Opinion Summarization.
Suyu Ge|Jiaxin Huang|Yu Meng|Jiawei Han
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CoQEx: Entity Counts Explained.
Shrestha Ghosh|Simon Razniewski|Gerhard Weikum
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Telecommunication Traffic Forecasting via Multi-task Learning.
Xiaochuan Gou|Xiangliang Zhang
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Student Behavior Pattern Mining and Analysis: Towards Smart Campuses.
Teng Guo|Feng Xia
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Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion.
Rishav Hada|Amir Ebrahimi Fard|Sarah Shugars|Federico Bianchi|Patrícia G. C. Rossini|Dirk Hovy|Rebekah Tromble|Nava Tintarev
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From Classic GNNs to Hyper-GNNs for Detecting Camouflaged Malicious Actors.
Venus Haghighi
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Search Behavior Prediction: A Hypergraph Perspective.
Yan Han|Edward W. Huang|Wenqing Zheng|Nikhil Rao|Zhangyang Wang|Karthik Subbian
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Simplifying Graph-based Collaborative Filtering for Recommendation.
Li He|Xianzhi Wang|Dingxian Wang|Haoyuan Zou|Hongzhi Yin|Guandong Xu
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Responsible AI for Trusted AI-powered Enterprise Platforms.
Steven C. H. Hoi
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Global Counterfactual Explainer for Graph Neural Networks.
Zexi Huang|Mert Kosan|Sourav Medya|Sayan Ranu|Ambuj K. Singh
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Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation.
Zhiqi Huang|Puxuan Yu|James Allan
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SoCraft: Advertiser-level Predictive Scoring for Creative Performance on Meta.
Alfred Huang|Qi Yang|Sergey I. Nikolenko|Marlo Ongpin|Ilia Gossoudarev|Ngoc Yen Duong|Kirill Lepikhin|Sergey Vishnyakov|Yu-Yi Chu-Farseeva|Aleksandr Farseev
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Revisiting Code Search in a Two-Stage Paradigm.
Fan Hu|Yanlin Wang|Lun Du|Xirong Li|Hongyu Zhang|Shi Han|Dongmei Zhang
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Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction.
Thanh Trung Huynh|Minh Hieu Nguyen|Thanh Tam Nguyen|Phi Le Nguyen|Matthias Weidlich|Quoc Viet Hung Nguyen|Karl Aberer
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Self-supervised Multi-view Disentanglement for Expansion of Visual Collections.
Nihal Jain|Praneetha Vaddamanu|Paridhi Maheshwari|Vishwa Vinay|Kuldeep Kulkarni
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Unbiased and Efficient Self-Supervised Incremental Contrastive Learning.
Cheng Ji|Jianxin Li|Hao Peng|Jia Wu|Xingcheng Fu|Qingyun Sun|Philip S. Yu
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Counterfactual Collaborative Reasoning.
Jianchao Ji|Zelong Li|Shuyuan Xu|Max Xiong|Juntao Tan|Yingqiang Ge|Hao Wang|Yongfeng Zhang
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Learning to Understand Audio and Multimodal Content.
Rosie Jones
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Graphs: Privacy and Generation through ML.
Rucha Bhalchandra Joshi
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Data Democratisation with Deep Learning: The Anatomy of a Natural Language Data Interface.
George Katsogiannis-Meimarakis|Mike Xydas|Georgia Koutrika
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Friendly Conditional Text Generator.
Noriaki Kawamae
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Stochastic Solutions for Dense Subgraph Discovery in Multilayer Networks.
Yasushi Kawase|Atsushi Miyauchi|Hanna Sumita
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An Open-Source Suite of Causal AI Tools and Libraries.
Emre Kiciman
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Disentangled Negative Sampling for Collaborative Filtering.
Riwei Lai|Li Chen|Yuhan Zhao|Rui Chen|Qilong Han
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DisKeyword: Tweet Corpora Exploration for Keyword Selection.
Sacha Lévy|Reihaneh Rabbany
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Exploiting Explicit and Implicit Item relationships for Session-based Recommendation.
Zihao Li|Xianzhi Wang|Chao Yang|Lina Yao|Julian J. McAuley|Guandong Xu
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Proactive Conversational Agents.
Lizi Liao|Grace Hui Yang|Chirag Shah
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EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator.
Mingzhe Li|Xiuying Chen|Weiheng Liao|Yang Song|Tao Zhang|Dongyan Zhao|Rui Yan
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DIGMN: Dynamic Intent Guided Meta Network for Differentiated User Engagement Forecasting in Online Professional Social Platforms.
Feifan Li|Lun Du|Qiang Fu|Shi Han|Yushu Du|Guangming Lu|Zi Li
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SGCCL: Siamese Graph Contrastive Consensus Learning for Personalized Recommendation.
Boyu Li|Ting Guo|Xingquan Zhu|Qian Li|Yang Wang|Fang Chen
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International Workshop on Learning with Knowledge Graphs: Construction, Embedding, and Reasoning.
Qing Li|Xiao Huang|Ninghao Liu|Yuxiao Dong|Guansong Pang
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Multi-Intention Oriented Contrastive Learning for Sequential Recommendation.
Xuewei Li|Aitong Sun|Mankun Zhao|Jian Yu|Kun Zhu|Di Jin|Mei Yu|Ruiguo Yu
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Boosting Advertising Space: Designing Ad Auctions for Augment Advertising.
Yangsu Liu|Dagui Chen|Zhenzhe Zheng|Zhilin Zhang|Chuan Yu|Fan Wu|Guihai Chen
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GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection.
Yixin Liu|Kaize Ding|Huan Liu|Shirui Pan
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Multimodal Pre-Training with Self-Distillation for Product Understanding in E-Commerce.
Shilei Liu|Lin Li|Jun Song|Yonghua Yang|Xiaoyi Zeng
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MMBench: The Match Making Benchmark.
Yongsheng Liu|Yanxing Qi|Jiangwei Zhang|Connie Kou|Qiaolin Chen
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Combining vs. Transferring Knowledge: Investigating Strategies for Improving Demographic Inference in Low Resource Settings.
Yaguang Liu|Lisa Singh
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Position-Aware Subgraph Neural Networks with Data-Efficient Learning.
Chang Liu|Yuwen Yang|Zhe Xie|Hongtao Lu|Yue Ding
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WSDM 2023 Workshop on Interactive Recommender Systems.
Yong Liu|Hao Zhang|Zhu Sun|Shoujin Wang|Jie Zhang
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Self-Supervised Group Graph Collaborative Filtering for Group Recommendation.
Kang Li|Chang-Dong Wang|Jian-Huang Lai|Huaqiang Yuan
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One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation.
Chenglin Li|Yuanzhen Xie|Chenyun Yu|Bo Hu|Zang Li|Guoqiang Shu|Xiaohu Qie|Di Niu
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Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs.
Linhao Luo|Gholamreza Haffari|Shirui Pan
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Model-based Unbiased Learning to Rank.
Dan Luo|Lixin Zou|Qingyao Ai|Zhiyu Chen|Dawei Yin|Brian D. Davison
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VRKG4Rec: Virtual Relational Knowledge Graph for Recommendation.
Lingyun Lu|Bang Wang|Zizhuo Zhang|Shenghao Liu|Han Xu
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Graph Summarization via Node Grouping: A Spectral Algorithm.
Arpit Merchant|Michael Mathioudakis|Yanhao Wang
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Learning to Infer Product Attribute Values From Descriptive Texts and Images.
Pablo Montalvo|Aghiles Salah
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Next-generation Challenges of Responsible Data Integration.
Fatemeh Nargesian|Abolfazl Asudeh|H. V. Jagadish
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A Multimodal Framework for the Identification of Vaccine Critical Memes on Twitter.
Usman Naseem|Jinman Kim|Matloob Khushi|Adam G. Dunn
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Considerations for Ethical Speech Recognition Datasets.
Orestis Papakyriakopoulos|Alice Xiang
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Never Too Late to Learn: Regularizing Gender Bias in Coreference Resolution.
Sunyoung Park|Kyuri Choi|Haeun Yu|Youngjoong Ko
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Privacy in the Time of Language Models.
Charith Peris|Christophe Dupuy|Jimit Majmudar|Rahil Parikh|Sami Smaili|Richard S. Zemel|Rahul Gupta
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Learning Stance Embeddings from Signed Social Graphs.
John Pougué-Biyong|Akshay Gupta|Aria Haghighi|Ahmed El-Kishky
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Developing and Evaluating Graph Counterfactual Explanation with GRETEL.
Mario Alfonso Prado-Romero|Bardh Prenkaj|Giovanni Stilo
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Integrity 2023: Integrity in Social Networks and Media.
Lluís Garcia Pueyo|Panayiotis Tsaparas|Prathyusha Senthil Kumar|Timos Sellis|Paolo Papotti|Sibel Adali|Giuseppe Manco|Tudor Trufinescu|Gireeja Ranade|James R. Verbus|Mehmet N. Tek|Anthony McCosker
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Robust Training of Graph Neural Networks via Noise Governance.
Siyi Qian|Haochao Ying|Renjun Hu|Jingbo Zhou|Jintai Chen|Danny Z. Chen|Jian Wu
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DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation.
Yifang Qin|Yifan Wang|Fang Sun|Wei Ju|Xuyang Hou|Zhe Wang|Jia Cheng|Jun Lei|Ming Zhang
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Learning to Distinguish Multi-User Coupling Behaviors for TV Recommendation.
Jiarui Qin|Jiachen Zhu|Yankai Liu|Junchao Gao|Jianjie Ying|Chaoxiong Liu|Ding Wang|Junlan Feng|Chao Deng|Xiaozheng Wang|Jian Jiang|Cong Liu|Yong Yu|Haitao Zeng|Weinan Zhang
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Slate-Aware Ranking for Recommendation.
Yi Ren|Xiao Han|Xu Zhao|Shenzheng Zhang|Yan Zhang
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Beyond-Accuracy Goals, Again.
Maarten de Rijke
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Self-supervision and Controlling Techniques to Improve Counter Speech Generation.
Punyajoy Saha
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Hate Speech: Detection, Mitigation and Beyond.
Punyajoy Saha|Mithun Das|Binny Mathew|Animesh Mukherjee
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A Synthetic Search Session Generator for Task-Aware Information Seeking and Retrieval.
Shawon Sarkar|Chirag Shah
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Understanding the Effect of Outlier Items in E-commerce Ranking.
Fatemeh Sarvi
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Trustworthy Algorithmic Ranking Systems.
Markus Schedl|Emilia Gómez|Elisabeth Lex
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Privacy Aware Experiments without Cookies.
Shiv Shankar|Ritwik Sinha|Saayan Mitra|Viswanathan (Vishy) Swaminathan|Sridhar Mahadevan|Moumita Sinha
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Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild.
Donghyun Son|Byounggyu Lew|Kwanghee Choi|Yongsu Baek|Seungwoo Choi|Beomjun Shin|Sungjoo Ha|Buru Chang
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Mining User-aware Multi-relations for Fake News Detection in Large Scale Online Social Networks.
Xing Su|Jian Yang|Jia Wu|Yuchen Zhang
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Data-Efficient Graph Learning Meets Ethical Challenges.
Tao Tang
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AutoML for Deep Recommender Systems: Fundamentals and Advances.
Ruiming Tang|Bo Chen|Yejing Wang|Huifeng Guo|Yong Liu|Wenqi Fan|Xiangyu Zhao
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Weakly Supervised Entity Alignment with Positional Inspiration.
Wei Tang|Fenglong Su|Haifeng Sun|Qi Qi|Jingyu Wang|Shimin Tao|Hao Yang
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Graph Neural Networks with Interlayer Feature Representation for Image Super-Resolution.
Shenggui Tang|Kaixuan Yao|Jianqing Liang|Zhiqiang Wang|Jiye Liang
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Range Restricted Route Recommendation Based on Spatial Keyword.
Hongwei Tang|Detian Zhang
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S2GAE: Self-Supervised Graph Autoencoders are Generalizable Learners with Graph Masking.
Qiaoyu Tan|Ninghao Liu|Xiao Huang|Soo-Hyun Choi|Li Li|Rui Chen|Xia Hu
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Compliance Analyses of Australia's Online Household Appliances.
Chang How Tan|Vincent C. S. Lee|Jessie Nghiem|Priya Laxman
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Bring Your Own View: Graph Neural Networks for Link Prediction with Personalized Subgraph Selection.
Qiaoyu Tan|Xin Zhang|Ninghao Liu|Daochen Zha|Li Li|Rui Chen|Soo-Hyun Choi|Xia Hu
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Social Public Health Infrastructure for a Smart City Citizen Patient: Advances and Opportunities for AI Driven Disruptive Innovation.
Ankur Teredesai
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Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation.
Zhen Tian|Ting Bai|Zibin Zhang|Zhiyuan Xu|Kangyi Lin|Ji-Rong Wen|Wayne Xin Zhao
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Concept-Oriented Transformers for Visual Sentiment Analysis.
Quoc-Tuan Truong|Hady W. Lauw
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Variance-Minimizing Augmentation Logging for Counterfactual Evaluation in Contextual Bandits.
Aaron David Tucker|Thorsten Joachims
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4th Crowd Science Workshop - CANDLE: Collaboration of Humans and Learning Algorithms for Data Labeling.
Dmitry Ustalov|Saiph Savage|Niels van Berkel|Yang Liu
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Generating Explainable Product Comparisons for Online Shopping.
Nikhita Vedula|Marcus D. Collins|Eugene Agichtein|Oleg Rokhlenko
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BLADE: Biased Neighborhood Sampling based Graph Neural Network for Directed Graphs.
Srinivas Virinchi|Anoop Saladi
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Effective Graph Kernels for Evolving Functional Brain Networks.
Xinlei Wang|Jinyi Chen|Bing Tian Dai|Junchang Xin|Yu Gu|Ge Yu
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A Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework.
Xu Wang|Lianliang Chen|Hongbo Zhang|Pengkun Wang|Zhengyang Zhou|Yang Wang
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Heterogeneous Graph-based Context-aware Document Ranking.
Shuting Wang|Zhicheng Dou|Yutao Zhu
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Few-shot Node Classification with Extremely Weak Supervision.
Song Wang|Yushun Dong|Kaize Ding|Chen Chen|Jundong Li
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Graph Explicit Neural Networks: Explicitly Encoding Graphs for Efficient and Accurate Inference.
Yiwei Wang|Bryan Hooi|Yozen Liu|Neil Shah
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Uncertainty Quantification for Fairness in Two-Stage Recommender Systems.
Lequn Wang|Thorsten Joachims
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Improving News Recommendation with Channel-Wise Dynamic Representations and Contrastive User Modeling.
Jingkun Wang|Yongtao Jiang|Haochen Li|Wen Zhao
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AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models.
Xiaodan Wang|Lei Li|Zhixu Li|Xuwu Wang|Xiangru Zhu|Chengyu Wang|Jun Huang|Yanghua Xiao
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MeSH Suggester: A Library and System for MeSH Term Suggestion for Systematic Review Boolean Query Construction.
Shuai Wang|Hang Li|Guido Zuccon
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CL4CTR: A Contrastive Learning Framework for CTR Prediction.
Fangye Wang|Yingxu Wang|Dongsheng Li|Hansu Gu|Tun Lu|Peng Zhang|Ning Gu
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Knowledge-Adaptive Contrastive Learning for Recommendation.
Hao Wang|Yao Xu|Cheng Yang|Chuan Shi|Xin Li|Ning Guo|Zhiyuan Liu
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Reducing Negative Effects of the Biases of Language Models in Zero-Shot Setting.
Xiaosu Wang|Yun Xiong|Beichen Kang|Yao Zhang|Philip S. Yu|Yangyong Zhu
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CLNode: Curriculum Learning for Node Classification.
Xiaowen Wei|Xiuwen Gong|Yibing Zhan|Bo Du|Yong Luo|Wenbin Hu
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AntTS: A Toolkit for Time Series Forecasting in Industrial Scenarios.
Jianping Wei|Zhibo Zhu|Ziqi Liu|Zhiqiang Zhang|Jun Zhou
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Generalizing Graph Neural Network across Graphs and Time.
Zhihao Wen
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Visual Matching is Enough for Scene Text Retrieval.
Lilong Wen|Yingrong Wang|Dongxiang Zhang|Gang Chen
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Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval.
Taiqiang Wu|Xingyu Bai|Weigang Guo|Weijie Liu|Siheng Li|Yujiu Yang
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A Bird's-eye View of Reranking: From List Level to Page Level.
Yunjia Xi|Jianghao Lin|Weiwen Liu|Xinyi Dai|Weinan Zhang|Rui Zhang|Ruiming Tang|Yong Yu
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Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning.
Ziyun Xu|Chengyu Wang|Minghui Qiu|Fuli Luo|Runxin Xu|Songfang Huang|Jun Huang
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Knowledge Enhancement for Contrastive Multi-Behavior Recommendation.
Hongrui Xuan|Yi Liu|Bohan Li|Hongzhi Yin
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MUSENET: Multi-Scenario Learning for Repeat-Aware Personalized Recommendation.
Senrong Xu|Liangyue Li|Yuan Yao|Zulong Chen|Han Wu|Quan Lu|Hanghang Tong
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Self-supervised Graph Representation Learning for Black Market Account Detection.
Zequan Xu|Lianyun Li|Hui Li|Qihang Sun|Shaofeng Hu|Rongrong Ji
doi dblp
Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark.
Zhenran Xu|Zifei Shan|Yuxin Li|Baotian Hu|Bing Qin
doi dblp
Learning to Distill Graph Neural Networks.
Cheng Yang|Yuxin Guo|Yao Xu|Chuan Shi|Jiawei Liu|Chunchen Wang|Xin Li|Ning Guo|Hongzhi Yin
doi dblp
Feature Missing-aware Routing-and-Fusion Network for Customer Lifetime Value Prediction in Advertising.
Xuejiao Yang|Binfeng Jia|Shuangyang Wang|Shijie Zhang
doi dblp
Ranking-based Group Identification via Factorized Attention on Social Tripartite Graph.
Mingdai Yang|Zhiwei Liu|Liangwei Yang|Xiaolong Liu|Chen Wang|Hao Peng|Philip S. Yu
doi dblp
Interpretable Research Interest Shift Detection with Temporal Heterogeneous Graphs.
Qiang Yang|Changsheng Ma|Qiannan Zhang|Xin Gao|Chuxu Zhang|Xiangliang Zhang
doi dblp
"Just To See You Smile": SMILEY, a Voice-Guided GUY GAN.
Qi Yang|Christos Tzelepis|Sergey I. Nikolenko|Ioannis Patras|Aleksandr Farseev
doi dblp
DGRec: Graph Neural Network for Recommendation with Diversified Embedding Generation.
Liangwei Yang|Shengjie Wang|Yunzhe Tao|Jiankai Sun|Xiaolong Liu|Philip S. Yu|Taiqing Wang
doi dblp
Marginal-Certainty-Aware Fair Ranking Algorithm.
Tao Yang|Zhichao Xu|Zhenduo Wang|Anh Tran|Qingyao Ai
doi dblp
Minimum Entropy Principle Guided Graph Neural Networks.
Zhenyu Yang|Ge Zhang|Jia Wu|Jian Yang|Quan Z. Sheng|Hao Peng|Angsheng Li|Shan Xue|Jianlin Su
doi dblp
Beyond Individuals: Modeling Mutual and Multiple Interactions for Inductive Link Prediction between Groups.
Gongzhu Yin|Xing Wang|Hongli Zhang|Chao Meng|Yuchen Yang|Kun Lu|Yi Luo
doi dblp
DOCoR: Document-level OpenIE with Coreference Resolution.
Shan Jie Yong|Kuicai Dong|Aixin Sun
doi dblp
Federated Unlearning for On-Device Recommendation.
Wei Yuan|Hongzhi Yin|Fangzhao Wu|Shijie Zhang|Tieke He|Hao Wang
doi dblp
Web of Conferences: A Conference Knowledge Graph.
Shuo Yu|Ciyuan Peng|Chengchuan Xu|Chen Zhang|Feng Xia
doi dblp
Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation.
Xiaoyu Zhang|Xin Xin|Dongdong Li|Wenxuan Liu|Pengjie Ren|Zhumin Chen|Jun Ma|Zhaochun Ren
doi dblp
Towards Autonomous Driving.
Ya-Qin Zhang
doi dblp
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network.
Peiyan Zhang|Jiayan Guo|Chaozhuo Li|Yueqi Xie|Jaeboum Kim|Yan Zhang|Xing Xie|Haohan Wang|Sunghun Kim
doi dblp
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals.
Zhihao Zhang|Siwen Luo|Junyi Chen|Sijia Lai|Siqu Long|Hyunsuk Chung|Soyeon Caren Han
doi dblp
SimSumIoT: A Platform for Simulating the Summarisation from Internet of Things.
Wei Emma Zhang|Adnan Mahmood|Lixin Deng|Minhao Zhu
doi dblp
A Semantic Search Framework for Similar Audit Issue Recommendation in Financial Industry.
Chuchu Zhang|Can Song|Samarth Agarwal|Huayu Wu|Xuejie Zhang|John Jianan Lu
doi dblp
A Framework for Detecting Frauds from Extremely Few Labels.
Ya-Lin Zhang|Yi-Xuan Sun|Fangfang Fan|Meng Li|Yeyu Zhao|Wei Wang|Longfei Li|Jun Zhou|Jinghua Feng
doi dblp
Disentangled Representation for Diversified Recommendations.
Xiaoying Zhang|Hongning Wang|Hang Li
doi dblp
Reducing the Bias of Visual Objects in Multimodal Named Entity Recognition.
Xin Zhang|Jingling Yuan|Lin Li|Jianquan Liu
doi dblp
Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts.
Yu Zhang|Yunyi Zhang|Martin Michalski|Yucheng Jiang|Yu Meng|Jiawei Han
doi dblp
Towards Faithful and Consistent Explanations for Graph Neural Networks.
Tianxiang Zhao|Dongsheng Luo|Xiang Zhang|Suhang Wang
doi dblp
Separating Examination and Trust Bias from Click Predictions for Unbiased Relevance Ranking.
Haiyuan Zhao|Jun Xu|Xiao Zhang|Guohao Cai|Zhenhua Dong|Ji-Rong Wen
doi dblp
Differentially Private Temporal Difference Learning with Stochastic Nonconvex-Strongly-Concave Optimization.
Canzhe Zhao|Yanjie Ze|Jing Dong|Baoxiang Wang|Shuai Li
doi dblp
Long-Document Cross-Lingual Summarization.
Shaohui Zheng|Zhixu Li|Jiaan Wang|Jianfeng Qu|An Liu|Lei Zhao|Zhigang Chen
doi dblp
Inductive Graph Transformer for Delivery Time Estimation.
Xin Zhou|Jinglong Wang|Yong Liu|Xingyu Wu|Zhiqi Shen|Cyril Leung
doi dblp
ElasticDL: A Kubernetes-native Deep Learning Framework with Fault-tolerance and Elastic Scheduling.
Jun Zhou|Ke Zhang|Feng Zhu|Qitao Shi|Wenjing Fang|Lin Wang|Yi Wang
doi dblp
AutoGen: An Automated Dynamic Model Generation Framework for Recommender System.
Chenxu Zhu|Bo Chen|Huifeng Guo|Hang Xu|Xiangyang Li|Xiangyu Zhao|Weinan Zhang|Yong Yu|Ruiming Tang