| 2022 | Profiling the Design Space for Graph Neural Networks based Collaborative Filtering. | Zhenyi Wang, Huan Zhao, Chuan Shi |
| 2022 | Scalable Graph Topology Learning via Spectral Densification. | Yongyu Wang, Zhiqiang Zhao, Zhuo Feng |
| 2022 | Structure Meets Sequences: Predicting Network of Co-evolving Sequences. | Yaojing Wang, Yuan Yao, Feng Xu, Yada Zhu, Hanghang Tong |
| 2022 | Hierarchical Imitation Learning via Subgoal Representation Learning for Dynamic Treatment Recommendation. | Lu Wang, Ruiming Tang, Xiaofeng He, Xiuqiang He |
| 2022 | Personalized Long-distance Fuel-efficient Route Recommendation Through Historical Trajectories Mining. | Zhan Wang, Zhaohui Peng, Senzhang Wang, Qiao Song |
| 2022 | MtCut: A Multi-Task Framework for Ranked List Truncation. | Dong Wang, Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qishan Zhu, Yuxin Wen, Hongming Piao |
| 2022 | Knowledge Enhanced Sports Game Summarization. | Jiaan Wang, Zhixu Li, Tingyi Zhang, Duo Zheng, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen |
| 2022 | A Sequence-to-Sequence Model for Large-scale Chinese Abbreviation Database Construction. | Chao Wang, Jingping Liu, Tianyi Zhuang, Jiahang Li, Juntao Liu, Yanghua Xiao, Wei Wang, Rui Xie |
| 2022 | Learning-To-Ensemble by Contextual Rank Aggregation in E-Commerce. | Xuesi Wang, Guangda Huzhang, Qianying Lin, Qing Da |
| 2022 | A New Class of Polynomial Activation Functions of Deep Learning for Precipitation Forecasting. | Jiachuan Wang, Lei Chen, Charles Wang Wai Ng |
| 2022 | Rethink e-Commerce Search. | Haixun Wang |
| 2022 | Fair Graph Representation Learning with Imbalanced and Biased Data. | Yu Wang |
| 2022 | Obtaining Robust Models from Imbalanced Data. | Wentao Wang |
| 2022 | Challenges in Data Production for AI with Human-in-the-Loop. | Dmitry Ustalov |
| 2022 | DAME: Domain Adaptation for Matching Entities. | Mohamed Trabelsi, Jeff Heflin, Jin Cao |
| 2022 | Towards a Cross-domain Semantically Interoperable Ecosystem. | Milenko Tosic, Fbio Andr Coelho, Barry Nouwt, David Emanuel Rua, Aleksandar Tomcic, Sasa Pesic |
| 2022 | Predicting Users' Gender and Age based on Mobile Tasks. | Yuan Tian |
| 2022 | Uncovering Causal Effects of Online Short Videos on Consumer Behaviors. | Ziqi Tan, Shengyu Zhang, Nuanxin Hong, Kun Kuang, Yifan Yu, Jin Yu, Zhou Zhao, Hongxia Yang, Shiyuan Pan, Jingren Zhou, Fei Wu |
| 2022 | Friend Story Ranking with Edge-Contextual Local Graph Convolutions. | Xianfeng Tang, Yozen Liu, Xinran He, Suhang Wang, Neil Shah |
| 2022 | Graph Few-shot Class-incremental Learning. | Zhen Tan, Kaize Ding, Ruocheng Guo, Huan Liu |
| 2022 | Efficient Reachability Query with Extreme Labeling Filter. | Zhixiang Su, Di Wang, Xiaofeng Zhang, Lizhen Cui, Chunyan Miao |
| 2022 | MonLAD: Money Laundering Agents Detection in Transaction Streams. | Xiaobing Sun, Wenjie Feng, Shenghua Liu, Yuyang Xie, Siddharth Bhatia, Bryan Hooi, Wenhan Wang, Xueqi Cheng |
| 2022 | Automating ETL and Mining of Ethereum Blockchain Network. | Voon Hou Su, Sourav Sen Gupta, Arijit Khan |
| 2022 | An Interactive Knowledge Graph Based Platform for COVID-19 Clinical Research. | Juntao Su, Edward T. Dougherty, Shuang Jiang, Fang Jin |
| 2022 | Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning. | Dusan Stamenkovic, Alexandros Karatzoglou, Ioannis Arapakis, Xin Xin, Kleomenis Katevas |