| 2022 | Counteracting User Attention Bias in Music Streaming Recommendation via Reward Modification. | Xiao Zhang, Sunhao Dai, Jun Xu, Zhenhua Dong, Quanyu Dai, Ji-Rong Wen |
| 2022 | M3Care: Learning with Missing Modalities in Multimodal Healthcare Data. | Chaohe Zhang, Xu Chu, Liantao Ma, Yinghao Zhu, Yasha Wang, Jiangtao Wang, Junfeng Zhao |
| 2022 | FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients. | Zaixi Zhang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong |
| 2022 | AutoShard: Automated Embedding Table Sharding for Recommender Systems. | Daochen Zha, Louis Feng, Bhargav Bhushanam, Dhruv Choudhary, Jade Nie, Yuandong Tian, Jay Chae, Yinbin Ma, Arun Kejariwal, Xia Hu |
| 2022 | XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation. | Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Xinyu Guan, Jing Zhang, Lei Hou, Juanzi Li, Jie Tang |
| 2022 | PECOS: Prediction for Enormous and Correlated Output Spaces. | Hsiang-Fu Yu, Jiong Zhang, Wei-Cheng Chang, Jyun-Yu Jiang, Wei Li, Cho-Jui Hsieh |
| 2022 | Availability Attacks Create Shortcuts. | Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu |
| 2022 | EGM: Enhanced Graph-based Model for Large-scale Video Advertisement Search. | Tan Yu, Jie Liu, Yi Yang, Yi Li, Hongliang Fei, Ping Li |
| 2022 | MDP2 Forest: A Constrained Continuous Multi-dimensional Policy Optimization Approach for Short-video Recommendation. | Sizhe Yu, Ziyi Liu, Shixiang Wan, Jia Zheng, Zang Li, Fan Zhou |
| 2022 | Multiplex Heterogeneous Graph Convolutional Network. | Pengyang Yu, Chaofan Fu, Yanwei Yu, Chao Huang, Zhongying Zhao, Junyu Dong |
| 2022 | Multi-task Envisioning Transformer-based Autoencoder for Corporate Credit Rating Migration Early Prediction. | Han Yue, Steve Q. Xia, Hongfu Liu |
| 2022 | Dual Bidirectional Graph Convolutional Networks for Zero-shot Node Classification. | Qin Yue, Jiye Liang, Junbiao Cui, Liang Bai |
| 2022 | CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval. | Licheng Yu, Jun Chen, Animesh Sinha, Mengjiao Wang, Yu Chen, Tamara L. Berg, Ning Zhang |
| 2022 | Spatio-Temporal Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data. | Fudan Yu, Wenxuan Ao, Huan Yan, Guozhen Zhang, Wei Wu, Yong Li |
| 2022 | Intrinsic-Motivated Sensor Management: Exploring with Physical Surprise. | Jingyi Yuan, Yang Weng, Erik Blasch |
| 2022 | Activity Trajectory Generation via Modeling Spatiotemporal Dynamics. | Yuan Yuan, Jingtao Ding, Huandong Wang, Depeng Jin, Yong Li |
| 2022 | ROLAND: Graph Learning Framework for Dynamic Graphs. | Jiaxuan You, Tianyu Du, Jure Leskovec |
| 2022 | Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream. | Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee |
| 2022 | Accurate Node Feature Estimation with Structured Variational Graph Autoencoder. | Jaemin Yoo, Hyunsik Jeon, Jinhong Jung, U Kang |
| 2022 | Nimble GNN Embedding with Tensor-Train Decomposition. | Chunxing Yin, Da Zheng, Israt Nisa, Christos Faloutsos, George Karypis, Richard W. Vuduc |
| 2022 | Predicting Age-Related Macular Degeneration Progression with Contrastive Attention and Time-Aware LSTM. | Changchang Yin, Sayoko E. Moroi, Ping Zhang |
| 2022 | Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes. | Changchang Yin, Ruoqi Liu, Jeffrey M. Caterino, Ping Zhang |
| 2022 | A Stochastic Shortest Path Algorithm for Optimizing Spaced Repetition Scheduling. | Junyao Ye, Jingyong Su, Yilong Cao |
| 2022 | Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. | Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong |
| 2022 | Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph. | Chin-Chia Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang |