Weitong Zhang
Scholar

Weitong Zhang

Google Scholar ID: Ec6bzmcAAAAJ
Assistant Professor, SDSS, UNC Chapel Hill
Reinforcement LearningOptimizationAI4Science
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Citations & Impact
All-time
Citations
1,711
 
H-index
15
 
i10-index
20
 
Publications
20
 
Co-authors
12
list available
Contact
Emailweitongz@unc.eduCVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
8 items
Return-to-Go Is More Than a Number: Q-Guided Alignment for Return-Conditioned Supervised Learning
2026
Cited
0
Moment Matching Q-Learning
2026
Cited
0
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration
2026
Cited
0
OGLS-SD: On-Policy Self-Distillation with Outcome-Guided Logit Steering for LLM Reasoning
2026
Cited
0
Provably Efficient Offline-to-Online Value Adaptation with General Function Approximation
2026
Cited
0
Provable and Practical In-Context Policy Optimization for Self-Improvement
2026
Cited
0
Your Self-Play Algorithm is Secretly an Adversarial Imitator: Understanding LLM Self-Play through the Lens of Imitation Learning
2026
Cited
0
Imitation from Observations with Trajectory-Level Generative Embeddings
arXiv.org · 2026
Cited
0
Resume (English only)
Co-authors
12 total
Quanquan Gu
Quanquan Gu
Associate Professor of Computer Science, UCLA
Dongruo Zhou
Dongruo Zhou
Indiana University Bloomington
Pan Xu
Pan Xu
Duke University
Yihe Deng
Yihe Deng
University of California, Los Angeles
Lingxiao Wang
Lingxiao Wang
NJIT, TTIC, UCLA
Jiafan He
Jiafan He
PhD student, Department of Computer Science, UCLA
Yue Wu
Yue Wu
Postdoctoral Research Fellow, Princeton University
Lihong Li (李力鸿)
Lihong Li (李力鸿)
Amazon