Jingyan Shen

According to our database, Jingyan Shen authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, June, 2025

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning.

Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao

CoRR, May, 2025

Conformal Tail Risk Control for Large Language Model Alignment.

Catherine Yu-Chi Chen, Jingyan Shen, Zhun Deng, Lihua Lei

CoRR, February, 2025

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

CoRR, February, 2025

TimeInf: Time Series Data Contribution via Influence Functions.

Yizi Zhang, Jingyan Shen, Xiaoxue Xiong, Yongchan Kwon

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

MMA-RNN: A multi-level multi-task attention-based recurrent neural network for discrimination and localization of atrial fibrillation.

Yifan Sun, Jingyan Shen, Yunfan Jiang, Zhaohui Huang, Minsheng Hao, Xuegong Zhang

Biomed. Signal Process. Control., 2024

2D-OOB: Attributing Data Contribution Through Joint Valuation Framework.

Yifan Sun, Jingyan Shen, Yongchan Kwon

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

SRCN3D: Sparse R-CNN 3D Surround-View Camera Object Detection and Tracking for Autonomous Driving.

Yining Shi, Jingyan Shen, Yifan Sun, Yunlong Wang, Jiaxin Li, Shiqi Sun, Kun Jiang, Diange Yang

CoRR, 2022