| 2022 | Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems. | Yixin Su, Yunxiang Zhao, Sarah M. Erfani, Junhao Gan, Rui Zhang |
| 2022 | Few-shot Learning for Trajectory-based Mobile Game Cheating Detection. | Yueyang Su, Di Yao, Xiaokai Chu, Wenbin Li, Jingping Bi, Shiwei Zhao, Runze Wu, Shize Zhang, Jianrong Tao, Hao Deng |
| 2022 | ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data. | Yao Su, Zhentian Qian, Lifang He, Xiangnan Kong |
| 2022 | GPPT: Graph Pre-training and Prompt Tuning to Generalize Graph Neural Networks. | Mingchen Sun, Kaixiong Zhou, Xin He, Ying Wang, Xin Wang |
| 2022 | MolSearch: Search-based Multi-objective Molecular Generation and Property Optimization. | Mengying Sun, Jing Xing, Han Meng, Huijun Wang, Bin Chen, Jiayu Zhou |
| 2022 | pureGAM: Learning an Inherently Pure Additive Model. | Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang |
| 2022 | Optimizing Long-Term Efficiency and Fairness in Ride-Hailing via Joint Order Dispatching and Driver Repositioning. | Jiahui Sun, Haiming Jin, Zhaoxing Yang, Lu Su, Xinbing Wang |
| 2022 | Demystify Hyperparameters for Stochastic Optimization with Transferable Representations. | Jianhui Sun, Mengdi Huai, Kishlay Jha, Aidong Zhang |
| 2022 | Causal Attention for Interpretable and Generalizable Graph Classification. | Yongduo Sui, Xiang Wang, Jiancan Wu, Min Lin, Xiangnan He, Tat-Seng Chua |
| 2022 | Knowledge Enhanced Search Result Diversification. | Zhan Su, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen |
| 2022 | Type Linking for Query Understanding and Semantic Search. | Giorgos Stoilos, Nikos Papasarantopoulos, Pavlos Vougiouklis, Patrik Bansky |
| 2022 | Counseling Summarization Using Mental Health Knowledge Guided Utterance Filtering. | Aseem Srivastava, Tharun Suresh, Sarah Peregrine Lord, Md. Shad Akhtar, Tanmoy Chakraborty |
| 2022 | concept2code: Deep Reinforcement Learning for Conversational AI. | Omprakash Sonie, Abir Chakraborty, Ankan Mullick |
| 2022 | RGVisNet: A Hybrid Retrieval-Generation Neural Framework Towards Automatic Data Visualization Generation. | Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong, Di Jiang |
| 2022 | Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised Node Classification. | Zixing Song, Yifei Zhang, Irwin King |
| 2022 | Learning on Graphs with Out-of-Distribution Nodes. | Yu Song, Donglin Wang |
| 2022 | Friend Recommendations with Self-Rescaling Graph Neural Networks. | Xiran Song, Jianxun Lian, Hong Huang, Mingqi Wu, Hai Jin, Xing Xie |
| 2022 | Automatic Phenotyping by a Seed-guided Topic Model. | Ziyang Song, Yuanyi Hu, Aman Verma, David L. Buckeridge, Yue Li |
| 2022 | GUIDE: Group Equality Informed Individual Fairness in Graph Neural Networks. | Weihao Song, Yushun Dong, Ninghao Liu, Jundong Li |
| 2022 | Robust and Informative Text Augmentation (RITA) via Constrained Worst-Case Transformations for Low-Resource Named Entity Recognition. | Hyunwoo Sohn, Baekkwan Park |
| 2022 | Seq2Event: Learning the Language of Soccer Using Transformer-based Match Event Prediction. | Ian Simpson, Ryan J. Beal, Duncan Locke, Timothy J. Norman |
| 2022 | Septor: Seismic Depth Estimation Using Hierarchical Neural Networks. | M. Ashraf Siddiquee, Vincius M. A. de Souza, Glenn Eli Baker, Abdullah Mueen |
| 2022 | Pairwise Adversarial Training for Unsupervised Class-imbalanced Domain Adaptation. | Weili Shi, Ronghang Zhu, Sheng Li |
| 2022 | Deep Learning for Prognosis Using Task-fMRI: A Novel Architecture and Training Scheme. | Ge Shi, Jason Smucny, Ian Davidson |
| 2022 | Recommendation in Offline Stores: A Gamification Approach for Learning the Spatiotemporal Representation of Indoor Shopping. | Jongkyung Shin, Changhun Lee, Chiehyeon Lim, Yunmo Shin, Junseok Lim |