SRCN3D: Sparse R-CNN 3D Surround-View Camera Object Detection and Tracking for Autonomous Driving. - Yining Shi 002; Jingyan Shen; Yifan Sun 010; Yunlong Wang 009; Jiaxin Li; Shiqi Sun; Kun Jiang 002; Diange Yang (CoRR, 2022)

2D-OOB: Attributing Data Contribution Through Joint Valuation Framework. - Yifan Sun 010; Jingyan Shen; Yongchan Kwon (NeurIPS, 2024)

MMA-RNN: A multi-level multi-task attention-based recurrent neural network for discrimination and localization of atrial fibrillation. - Yifan Sun 010; Jingyan Shen; Yunfan Jiang 002; Zhaohui Huang; Minsheng Hao; Xuegong Zhang (Biomed. Signal Process. Control., 2024)

Rethinking Diverse Human Preference Learning through Principal Component Analysis. - Feng Luo; Rui Yang; Hao Sun; Chunyuan Deng; Jiarui Yao; Jingyan Shen; Huan Zhang; Hanjie Chen (ACL (Findings), 2025)

TimeInf: Time Series Data Contribution via Influence Functions. - Yizi Zhang; Jingyan Shen; Xiaoxue Xiong; Yongchan Kwon (ICLR, 2025)

Rethinking Diverse Human Preference Learning through Principal Component Analysis. - Feng Luo; Rui Yang 010; Hao Sun; Chunyuan Deng; Jiarui Yao; Jingyan Shen; Huan Zhang 001; Hanjie Chen (CoRR, 2025)

Conformal Tail Risk Control for Large Language Model Alignment. - Catherine Yu-Chi Chen; Jingyan Shen; Zhun Deng; Lihua Lei (CoRR, 2025)

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning. - Jingyan Shen; Jiarui Yao; Rui Yang 010; Yifan Sun; Feng Luo; Rui Pan 002; Tong Zhang 001; Han Zhao 002 (CoRR, 2025)

Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay. - Yifan Sun; Jingyan Shen; Yibin Wang; Tianyu Chen; Zhendong Wang; Mingyuan Zhou; Huan Zhang (CoRR, 2025)