| 2022 | Graph Embedding with Hierarchical Attentive Membership. | Lu Lin, Ethan Blaser, Hongning Wang |
| 2022 | Scalable Attribute Extraction at Instacart. | Shih-Ting Lin |
| 2022 | A Cooperative Neural Information Retrieval Pipeline with Knowledge Enhanced Automatic Query Reformulation. | Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Zhijing Wu, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang, Xiuqiang He |
| 2022 | From Uni-relational to Multi-relational Graph Neural Networks. | Juanhui Li |
| 2022 | Towards Practical Robustness Evaluation and Robustness Enhancing. | Yaxin Li |
| 2022 | Collaborative Curating for Discovery and Expansion of Visual Clusters. | Dung D. Le, Hady W. Lauw |
| 2022 | Differential Query Semantic Analysis: Discovery of Explicit Interpretable Knowledge from E-Com Search Logs. | Sahiti Labhishetty, ChengXiang Zhai, Min Xie, Lin Gong, Rahul Sharnagat, Satya Chembolu |
| 2022 | A Tutorial on Stance Detection. | Dilek Kk, Fazli Can |
| 2022 | Efficient Two-stage Label Noise Reduction for Retrieval-based Tasks. | Mengmeng Kuang, Weiyan Wang, Zhenhong Chen, Lie Kang, Qiang Yan |
| 2022 | Linear, or Non-Linear, That is the Question! | Taeyong Kong, Taeri Kim, Jinsung Jeon, Jeongwhan Choi, Yeon-Chang Lee, Noseong Park, Sang-Wook Kim |
| 2022 | The Pit Stop Problem: How to Plan Your Next Road Trip. | Kostas Kollias |
| 2022 | Multi-Resolution Attention for Personalized Item Search. | Furkan Kocayusufoglu, Tao Wu, Anima Singh, Georgios Roumpos, Heng-Tze Cheng, Sagar Jain, Ed H. Chi, Ambuj K. Singh |
| 2022 | Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings. | Till Kletti, Jean-Michel Renders, Patrick Loiseau |
| 2022 | Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model. | Haruka Kiyohara, Yuta Saito, Tatsuya Matsuhiro, Yusuke Narita, Nobuyuki Shimizu, Yasuo Yamamoto |
| 2022 | Cluster-Aware Heterogeneous Information Network Embedding. | Rayyan Ahmad Khan, Martin Kleinsteuber |
| 2022 | Fair-SRS: A Fair Session-based Recommendation System. | Naime Ranjbar Kermany, Jian Yang, Jia Wu, Luiz Pizzato |
| 2022 | ConsistSum: Unsupervised Opinion Summarization with the Consistency of Aspect, Sentiment and Semantic. | Wenjun Ke, Jinhua Gao, Huawei Shen, Xueqi Cheng |
| 2022 | An Unsupervised Detection Framework for Chinese Jargons in the Darknet. | Liang Ke, Xinyu Chen, Haizhou Wang |
| 2022 | Query Interpretations from Entity-Linked Segmentations. | Vaibhav Kasturia, Marcel Gohsen, Matthias Hagen |
| 2022 | Graph Neural Network Research at AWS AI. | George Karypis |
| 2022 | GAGE: Geometry Preserving Attributed Graph Embeddings. | Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos |
| 2022 | Leveraging World Events to Predict E-Commerce Consumer Demand under Anomaly. | Dan Kalifa, Uriel Singer, Ido Guy, Guy D. Rosin, Kira Radinsky |
| 2022 | KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification. | Wei Ju, Junwei Yang, Meng Qu, Weiping Song, Jianhao Shen, Ming Zhang |
| 2022 | On Generalizing Static Node Embedding to Dynamic Settings. | Di Jin, Sungchul Kim, Ryan A. Rossi, Danai Koutra |
| 2022 | Triangle Graph Interest Network for Click-through Rate Prediction. | Wensen Jiang, Yizhu Jiao, Qingqin Wang, Chuanming Liang, Lijie Guo, Yao Zhang, Zhijun Sun, Yun Xiong, Yangyong Zhu |