Shentao Yang

According to our database, Shentao Yang authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

Sequential Decision-Making for Inline Text Autocomplete.

Rohan Chitnis, Shentao Yang, Alborz Geramifard

CoRR, 2024

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

Shentao Yang, Tianqi Chen, Mingyuan Zhou

CoRR, 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