Jingyan Shen

15 papers A* 4Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Conformal Tail Risk Control for Large Language Model Alignment.
ICML
Catherine Yu-Chi Chen, Jingyan Shen, Zhun Deng, Lihua Lei
2025 J jnl
Conformal Tail Risk Control for Large Language Model Alignment.
CoRR
Catherine Yu-Chi Chen, Jingyan Shen, Zhun Deng, Lihua Lei
2025 J jnl
Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay.
CoRR
Yifan Sun, Jingyan Shen, Yibin Wang, Tianyu Chen, Zhendong Wang, Mingyuan Zhou, Huan Zhang
2025 A* conf
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning.
EMNLP
Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao
2025 J jnl
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning.
CoRR
Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao
2025 — conf
Rethinking Diverse Human Preference Learning through Principal Component Analysis.
ACL (Findings)
Feng Luo, Rui Yang, Hao Sun, Chunyuan Deng, Jiarui Yao, Jingyan Shen, Huan Zhang, Hanjie Chen
2025 J jnl
Rethinking Diverse Human Preference Learning through Principal Component Analysis.
CoRR
Feng Luo, Rui Yang, Hao Sun, Chunyuan Deng, Jiarui Yao, Jingyan Shen, Huan Zhang, Hanjie Chen
2025 A* conf
TimeInf: Time Series Data Contribution via Influence Functions.
ICLR
Yizi Zhang, Jingyan Shen, Xiaoxue Xiong, Yongchan Kwon
2025 J jnl
When Reasoning Meets Its Laws.
CoRR
Junyu Zhang, Yifan Sun, Tianang Leng, Jingyan Shen, Liu Ziyin, Paul Pu Liang, Huan Zhang
2024 A* conf
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework.
NeurIPS
Yifan Sun, Jingyan Shen, Yongchan Kwon
2024 J jnl
2D-OOB: Attributing Data Contribution through Joint Valuation Framework.
CoRR
Yifan Sun, Jingyan Shen, Yongchan Kwon
2024 J jnl
MMA-RNN: A multi-level multi-task attention-based recurrent neural network for discrimination and localization of atrial fibrillation.
Biomed. Signal Process. Control.
Yifan Sun, Jingyan Shen, Yunfan Jiang, Zhaohui Huang, Minsheng Hao, Xuegong Zhang
2024 J jnl
TimeInf: Time Series Data Contribution via Influence Functions.
CoRR
Yizi Zhang, Jingyan Shen, Xiaoxue Xiong, Yongchan Kwon
2023 J jnl
MMA-RNN: A Multi-level Multi-task Attention-based Recurrent Neural Network for Discrimination and Localization of Atrial Fibrillation.
CoRR
Yifan Sun, Jingyan Shen, Yunfan Jiang, Zhaohui Huang, Minsheng Hao, Xuegong Zhang
2022 J jnl
SRCN3D: Sparse R-CNN 3D Surround-View Camera Object Detection and Tracking for Autonomous Driving.
CoRR
Yining Shi, Jingyan Shen, Yifan Sun, Yunlong Wang, Jiaxin Li, Shiqi Sun, Kun Jiang, Diange Yang