Leitian Tao

17 papers A* 3Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement.
Trans. Mach. Learn. Res.
Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra
2025 J jnl
Hybrid Reinforcement: When Reward Is Sparse, It's Better to Be Dense.
CoRR
Leitian Tao, Ilia Kulikov, Swarnadeep Saha, Tianlu Wang, Jing Xu, Sharon Li, Jason E. Weston, Ping Yu
2025 J jnl
Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis.
CoRR
Leitian Tao, Xuefeng Du, Yixuan Li
2025 — conf
Position: Challenges and Future Directions of Data-Centric AI Alignment.
ICML (Position Papers)
Min-Hsuan Yeh, Jeffrey Wang, Xuefeng Du, Seongheon Park, Leitian Tao, Shawn Im, Yixuan Li
2025 J jnl
RESTRAIN: From Spurious Votes to Signals - Self-Driven RL with Self-Penalization.
CoRR
Zhaoning Yu, Will Su, Leitian Tao, Haozhu Wang, Aashu Singh, Hanchao Yu, Jianyu Wang, Hongyang Gao, Weizhe Yuan, Jason Weston, Ping Yu, Jing Xu
2025 J jnl
The Era of Real-World Human Interaction: RL from User Conversations.
CoRR
Chuanyang Jin, Jing Xu, Bo Liu, Leitian Tao, Olga Golovneva, Tianmin Shu, Wenting Zhao, Xian Li, Jason Weston
2025 A* conf
Your Weak LLM is Secretly a Strong Teacher for Alignment.
ICLR
Leitian Tao, Yixuan Li
2024 J jnl
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement.
CoRR
Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra
2024 J jnl
How Reliable Is Human Feedback For Aligning Large Language Models?
CoRR
Min-Hsuan Yeh, Leitian Tao, Jeffrey Wang, Xuefeng Du, Yixuan Li
2024 J jnl
Your Weak LLM is Secretly a Strong Teacher for Alignment.
CoRR
Leitian Tao, Yixuan Li
2023 A* conf
Activate and Reject: Towards Safe Domain Generalization under Category Shift.
ICCV
Chaoqi Chen, Luyao Tang, Leitian Tao, Hong-Yu Zhou, Yue Huang, Xiaoguang Han, Yizhou Yu
2023 J jnl
Activate and Reject: Towards Safe Domain Generalization under Category Shift.
CoRR
Chaoqi Chen, Luyao Tang, Leitian Tao, Hong-Yu Zhou, Yue Huang, Xiaoguang Han, Yizhou Yu
2023 J jnl
Non-Parametric Outlier Synthesis.
CoRR
Leitian Tao, Xuefeng Du, Xiaojin Zhu, Yixuan Li
2023 A* conf
Non-parametric Outlier Synthesis.
ICLR
Leitian Tao, Xuefeng Du, Jerry Zhu, Yixuan Li
2022 J jnl
Predicate Correlation Learning for Scene Graph Generation.
IEEE Trans. Image Process.
Leitian Tao, Li Mi, Nannan Li, Xianhang Cheng, Yaosi Hu, Zhenzhong Chen
2022 J jnl
Pyramid Feature Alignment Network for Video Deblurring.
CoRR
Leitian Tao, Zhenzhong Chen
2021 J jnl
Predicate correlation learning for scene graph generation.
CoRR
Leitian Tao, Li Mi, Nannan Li, Xianhang Cheng, Yaosi Hu, Zhenzhong Chen