Jingyan Shen

According to our database, Jingyan Shen authored at least 11 papers between 2022 and 2026.

Collaborative distances:

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

2026

When Can LLMs Learn to Reason with Weak Supervision?

Salman Rahman, Jingyan Shen, Anna Mordvina, Hamid Palangi, Saadia Gabriel, Pavel Izmailov

CoRR, April, 2026

2025

When Reasoning Meets Its Laws.

Junyu Zhang, Yifan Sun, Tianang Leng, Jingyan Shen, Liu Ziyin, Paul Pu Liang, Huan Zhang

CoRR, December, 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

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

Conformal Tail Risk Control for Large Language Model Alignment.

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

Proceedings of the Forty-second International Conference on Machine Learning, 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

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

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 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