| 2023 | DYANE: DYnamic Attributed Node rolEs Generative Model. | Giselle Zeno, Jennifer Neville |
| 2023 | Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning. | Huimin Zeng, Zhenrui Yue, Yang Zhang, Lanyu Shang, Dong Wang |
| 2023 | Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework. | Ximu Zeng, Quanlin Yu, Shuncheng Liu, Yuyang Xia, Han Su, Kai Zheng |
| 2023 | SPM: Structured Pretraining and Matching Architectures for Relevance Modeling in Meituan Search. | Wen Zan, Yaopeng Han, Xiaotian Jiang, Yao Xiao, Yang Yang, Dayao Chen, Sheng Chen |
| 2023 | Understanding and Modeling Collision Avoidance Behavior for Realistic Crowd Simulation. | Zihan Yu, Guozhen Zhang, Yong Li, Depeng Jin |
| 2023 | DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction. | Chengqing Yu, Fei Wang, Zezhi Shao, Tao Sun, Lin Wu, Yongjun Xu |
| 2023 | Search Result Diversification Using Query Aspects as Bottlenecks. | Puxuan Yu, Razieh Rahimi, Zhiqi Huang, James Allan |
| 2023 | iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models. | Yakun Yu, Shiang Qi, Jiuding Yang, Liyao Jiang, Di Niu |
| 2023 | Causality-guided Graph Learning for Session-based Recommendation. | Dianer Yu, Qian Li, Hongzhi Yin, Guandong Xu |
| 2023 | Federated News Recommendation with Fine-grained Interpolation and Dynamic Clustering. | Sanshi Lei Yu, Qi Liu, Fei Wang, Yang Yu, Enhong Chen |
| 2023 | VILE: Block-Aware Visual Enhanced Document Retrieval. | Huaying Yuan, Zhicheng Dou, Yujia Zhou, Yu Guo, Ji-Rong Wen |
| 2023 | MUSE: Multi-view Contrastive Learning for Heterophilic Graphs via Information Reconstruction. | Mengyi Yuan, Minjie Chen, Xiang Li |
| 2023 | DeepSTA: A Spatial-Temporal Attention Network for Logistics Delivery Timely Rate Prediction in Anomaly Conditions. | Jinhui Yi, Huan Yan, Haotian Wang, Jian Yuan, Yong Li |
| 2023 | APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation. | Mingjia Yin, Hao Wang, Xiang Xu, Likang Wu, Sirui Zhao, Wei Guo, Yong Liu, Ruiming Tang, Defu Lian, Enhong Chen |
| 2023 | MOSS: AI Platform for Discovery of Corrosion-Resistant Materials. | Biao Yin, Nicholas Josselyn, Ziming Zhang, Elke A. Rundensteiner, Thomas A. Considine, John V. Kelley, Berend C. Rinderspacher, Robert E. Jensen, James F. Snyder |
| 2023 | Improving Query Correction Using Pre-train Language Model In Search Engines. | Dezhi Ye, Bowen Tian, Jiabin Fan, Jie Liu, Tianhua Zhou, Xiang Chen, Mingming Li, Jin Ma |
| 2023 | LAMM: Language Aware Active Learning for Multilingual Models. | Ze Ye, Dantong Liu, Kaushik Pavani, Sunny Dasgupta |
| 2023 | Toward a Foundation Model for Time Series Data. | Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Audrey Der, Vivian Lai, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang |
| 2023 | An Efficient Content-based Time Series Retrieval System. | Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Junpeng Wang, Vivian Lai, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang, Jeff M. Phillips |
| 2023 | NP-SSL: A Modular and Extensible Self-supervised Learning Library with Neural Processes. | Zesheng Ye, Jing Du, Yao Liu, Yihong Zhang, Lina Yao |
| 2023 | Explore Epistemic Uncertainty in Domain Adaptive Semantic Segmentation. | Kai Yao, Zixian Su, Xi Yang, Jie Sun, Kaizhu Huang |
| 2023 | Identifying Regional Driving Risks via Transductive Cross-City Transfer Learning Under Negative Transfer. | Hua Yan, Hao Wang, Desheng Zhang, Yu Yang |
| 2023 | Few-Shot Learning via Task-Aware Discriminant Local Descriptors Network. | Leilei Yan, Fanzhang Li, Xiaohan Zheng, Li Zhang |
| 2023 | Positive-Unlabeled Node Classification with Structure-aware Graph Learning. | Hansi Yang, Yongqi Zhang, Quanming Yao, James T. Kwok |
| 2023 | A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. | Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou |