Shen, Jingyan

4 publications

ICML 2025 Conformal Tail Risk Control for Large Language Model Alignment Catherine Chen, Jingyan Shen, Zhun Deng, Lihua Lei

NeurIPS 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

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

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