Scholar
Weitong Zhang
Google Scholar ID: Ec6bzmcAAAAJ
Assistant Professor, SDSS, UNC Chapel Hill
Reinforcement Learning
Optimization
AI4Science
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Citations
1,711
H-index
15
i10-index
20
Publications
20
Co-authors
12
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Email
weitongz@unc.edu
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Publications
15 items
Provable Benefits of Regularization: Fast Rates for Adversarial Imitation Learning
2026
Cited
0
REVO: Rollout-Efficient Off-Policy Distillation via Variance-Guided Reuse
2026
Cited
0
An RL View of OPD: Least Square Policy Distillation for Sample-Efficient LLM Reasoning
2026
Cited
0
Saturation-Insensitive Dueling Bandits with General Function Approximation
2026
Cited
0
Rethinking Training-Inference Mismatch in LLM Reinforcement Learning: Where It Arises and How to Correct It
2026
Cited
0
When EOS Tokens Disagree: Understanding Length Inflation in On-Policy Distillation
2026
Cited
0
LARK: Learnability-Grounded Trajectory Selection for Efficient Reasoning Distillation
2026
Cited
0
Return-to-Go Is More Than a Number: Q-Guided Alignment for Return-Conditioned Supervised Learning
2026
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Co-authors
12 total
Quanquan Gu
Associate Professor of Computer Science, UCLA
Dongruo Zhou
Indiana University Bloomington
Pan Xu
Duke University
Yihe Deng
University of California, Los Angeles
Lingxiao Wang
NJIT, TTIC, UCLA
Jiafan He
PhD student, Department of Computer Science, UCLA
Yue Wu
Postdoctoral Research Fellow, Princeton University
Lihong Li (李力鸿)
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