Scholar
Leitian Tao
Google Scholar ID: F5S6V6sAAAAJ
University of Wisconsin–Madison
machine learning
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Citations & Impact
All-time
Citations
239
H-index
6
i10-index
4
Publications
13
Co-authors
2
list available
Contact
Email
leitiantao@cs.wisc.edu
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Publications
7 items
Hybrid Reinforcement: When Reward Is Sparse, It's Better to Be Dense
2025
Cited
0
RESTRAIN: From Spurious Votes to Signals -- Self-Driven RL with Self-Penalization
2025
Cited
0
Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis
2025
Cited
0
The Era of Real-World Human Interaction: RL from User Conversations
2025
Cited
0
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement
arXiv.org · 2024
Cited
4
Challenges and Future Directions of Data-Centric AI Alignment
2024
Cited
1
Your Weak LLM is Secretly a Strong Teacher for Alignment
arXiv.org · 2024
Cited
4
Resume (English only)
Academic Achievements
Paper 'Your Weak LLM is Secretly a Strong Teacher for Alignment' accepted at ICLR 2025 (first author)
Paper 'CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement' under review (first author)
Paper 'Non-parametric Outlier Synthesis' accepted at ICLR 2023 (first author)
Paper 'Predicate Correlation Learning for Scene Graph Generation' published in IEEE Transactions on Image Processing (TIP) (first author)
Paper 'Pyramid Feature Alignment Network for Video Deblurring' available as arXiv preprint (first author)
Serves as reviewer for IJCV, ICML, ICLR, and NeurIPS
Co-authors
2 total
Sharon Li
University of Wisconsin-Madison
Co-author 2
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