Shentao Yang

According to our database, Shentao Yang authored at least 12 papers between 2022 and 2025.

Collaborative distances:

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

2025

GCHR : Goal-Conditioned Hindsight Regularization for Sample-Efficient Reinforcement Learning.

Xing Lei, Wenyan Yang, Kaiqiang Ke, Shentao Yang, Xuetao Zhang, Joni Pajarinen, Donglin Wang

CoRR, August, 2025

Bridging Supervised and Temporal Difference Learning with <i>Q</i>-Conditioned Maximization.

Xing Lei, Zifeng Zhuang, Shentao Yang, Sheng Xu, Yunhao Luo, Fei Shen, Xuetao Zhang, Donglin Wang

CoRR, June, 2025

Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model.

Yueqin Yin, Shentao Yang, Yujia Xie, Ziyi Yang, Yuting Sun, Hany Hassan Awadalla, Weizhu Chen, Mingyuan Zhou

Trans. Mach. Learn. Res., 2025

SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis.

Shentao Yang, Haichuan Yang, Linna Du, Adithya Ganesh, Bo Peng, Boying Liu, Serena Li, Ji Liu

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

2024

SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis.

Shentao Yang, Haichuan Yang, Linna Du, Adithya Ganesh, Bo Peng, Boying Liu, Serena Li, Ji Liu

CoRR, 2024

Sequential Decision-Making for Inline Text Autocomplete.

Rohan Chitnis, Shentao Yang, Alborz Geramifard

RLJ, 2024

A Dense Reward View on Aligning Text-to-Image Diffusion with Preference.

Shentao Yang, Tianqi Chen, Mingyuan Zhou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Preference-grounded Token-level Guidance for Language Model Fine-tuning.

Shentao Yang, Shujian Zhang, Congying Xia, Yihao Feng, Caiming Xiong, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems.

Yihao Feng, Shentao Yang, Shujian Zhang, Jianguo Zhang, Caiming Xiong, Mingyuan Zhou, Huan Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

A Regularized Implicit Policy for Offline Reinforcement Learning.

Shentao Yang, Zhendong Wang, Huangjie Zheng, Yihao Feng, Mingyuan Zhou

CoRR, 2022

A Unified Framework for Alternating Offline Model Training and Policy Learning.

Shentao Yang, Shujian Zhang, Yihao Feng, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning.

Shentao Yang, Yihao Feng, Shujian Zhang, Mingyuan Zhou

Proceedings of the International Conference on Machine Learning, 2022