Leitian Tao

According to our database, Leitian Tao authored at least 14 papers between 2022 and 2025.

Collaborative distances:

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

2025

Hybrid Reinforcement: When Reward Is Sparse, It's Better to Be Dense.

Leitian Tao, Ilia Kulikov, Swarnadeep Saha, Tianlu Wang, Jing Xu, Sharon Li, Jason E. Weston, Ping Yu

CoRR, October, 2025

RESTRAIN: From Spurious Votes to Signals - Self-Driven RL with Self-Penalization.

Zhaoning Yu, Will Su, Leitian Tao, Haozhu Wang, Aashu Singh, Hanchao Yu, Jianyu Wang, Hongyang Gao, Weizhe Yuan, Jason Weston, Ping Yu, Jing Xu

CoRR, October, 2025

Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis.

Leitian Tao, Xuefeng Du, Yixuan Li

CoRR, September, 2025

The Era of Real-World Human Interaction: RL from User Conversations.

Chuanyang Jin, Jing Xu, Bo Liu, Leitian Tao, Olga Golovneva, Tianmin Shu, Wenting Zhao, Xian Li, Jason Weston

CoRR, September, 2025

CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement.

Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra

Trans. Mach. Learn. Res., 2025

Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis.

Leitian Tao, Xuefeng Du, Sharon Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Position: Challenges and Future Directions of Data-Centric AI Alignment.

Min-Hsuan Yeh, Jeffrey Wang, Xuefeng Du, Seongheon Park, Leitian Tao, Shawn Im, Yixuan Li

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Your Weak LLM is Secretly a Strong Teacher for Alignment.

Leitian Tao, Yixuan Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

How Reliable Is Human Feedback For Aligning Large Language Models?

Min-Hsuan Yeh, Leitian Tao, Jeffrey Wang, Xuefeng Du, Yixuan Li

CoRR, 2024

2023

Non-Parametric Outlier Synthesis.

Leitian Tao, Xuefeng Du, Xiaojin Zhu, Yixuan Li

CoRR, 2023

Non-parametric Outlier Synthesis.

Leitian Tao, Xuefeng Du, Jerry Zhu, Yixuan Li

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Activate and Reject: Towards Safe Domain Generalization under Category Shift.

Chaoqi Chen, Luyao Tang, Leitian Tao, Hong-Yu Zhou, Yue Huang, Xiaoguang Han, Yizhou Yu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Predicate Correlation Learning for Scene Graph Generation.

Leitian Tao, Li Mi, Nannan Li, Xianhang Cheng, Yaosi Hu, Zhenzhong Chen

IEEE Trans. Image Process., 2022

Pyramid Feature Alignment Network for Video Deblurring.

Leitian Tao, Zhenzhong Chen

CoRR, 2022