| 2022 | PLAID: An Efficient Engine for Late Interaction Retrieval. | Keshav Santhanam, Omar Khattab, Christopher Potts, Matei Zaharia |
| 2022 | A Model-Centric Explainer for Graph Neural Network based Node Classification. | Sayan Saha, Monidipa Das, Sanghamitra Bandyopadhyay |
| 2022 | SCC - A Test Collection for Search in Chat Conversations. | Ismail Sabei, Ahmed Mourad, Guido Zuccon |
| 2022 | CAVE: Correcting Attribute Values in E-commerce Profiles. | Kassem Sabeh, Mouna Kacimi, Johann Gamper |
| 2022 | MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy. | Benedek Rozemberczki, Anna Gogleva, Sebastian Nilsson, Gavin Edwards, Andriy Nikolov, Eliseo Papa |
| 2022 | DBinsight: A Tool for Interactively Understanding the Query Processing Pipeline in RDBMSs. | Ying Rong, Hui Li, Kankan Zhao, Xiyue Gao, Jiangtao Cui |
| 2022 | 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 |
| 2022 | RSD: A Reinforced Siamese Network with Domain Knowledge for Early Diagnosis. | Houxing Ren, Jingyuan Wang, Wayne Xin Zhao |
| 2022 | Unbiased Learning to Rank with Biased Continuous Feedback. | Yi Ren, Hongyan Tang, Siwen Zhu |
| 2022 | 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 |
| 2022 | 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 |
| 2022 | Flow-based Perturbation for Cause-effect Inference. | Shaogang Ren, Ping Li |
| 2022 | Probing the Robustness of Pre-trained Language Models for Entity Matching. | Mehdi Akbarian Rastaghi, Ehsan Kamalloo, Davood Rafiei |
| 2022 | Reinforced Continual Learning for Graphs. | Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho |
| 2022 | 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 |
| 2022 | Probabilistic Model Incorporating Auxiliary Covariates to Control FDR. | Lin Qiu, Nils Murrugarra-Llerena, Vtor Silva, Lin Lin, Vernon M. Chinchilli |
| 2022 | Explainable Graph-based Fraud Detection via Neural Meta-graph Search. | Zidi Qin, Yang Liu, Qing He, Xiang Ao |
| 2022 | A Multi-Interest Evolution Story: Applying Psychology in Query-based Recommendation for Inferring Customer Intention. | Yuqi Qin, Pengfei Wang, Biyu Ma, Zhe Zhang |
| 2022 | Robust Semi-supervised Domain Adaptation against Noisy Labels. | Can Qin, Yizhou Wang, Yun Fu |
| 2022 | 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 |
| 2022 | Malicious Repositories Detection with Adversarial Heterogeneous Graph Contrastive Learning. | Yiyue Qian, Yiming Zhang, Nitesh V. Chawla, Yanfang Ye, Chuxu Zhang |
| 2022 | 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 |
| 2022 | CLNews: The First Dataset of the Chilean Social Outbreak for Disinformation Analysis. | Eliana Providel, Daniel Toro, Fabin Riquelme, Marcelo Mendoza, Eduardo Puraivan |
| 2022 | GRETEL: Graph Counterfactual Explanation Evaluation Framework. | Mario Alfonso Prado-Romero, Giovanni Stilo |
| 2022 | X-Vision: Explainable Image Retrieval by Re-Ranking in Semantic Space. | Sayantan Polley, Subhajit Mondal, Venkata Srinath Mannam, Kushagra Kumar, Subhankar Patra, Andreas Nrnberger |