Scholar
Guowei Xu
Google Scholar ID: 7xKdIM4AAAAJ
Tsinghua University
Language Models
Reinforcement Learning
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Citations & Impact
All-time
Citations
329
H-index
5
i10-index
4
Publications
7
Co-authors
12
list available
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Publications
8 items
Gloria: Consistent Character Video Generation via Content Anchors
2026
Cited
0
Sparse Reward Subsystem in Large Language Models
2026
Cited
0
OmniMotion-X: Versatile Multimodal Whole-Body Motion Generation
2025
Cited
0
WeFT: Weighted Entropy-driven Fine-Tuning for dLLMs
2025
Cited
0
metaTextGrad: Automatically optimizing language model optimizers
2025
Cited
0
S-INF: Towards Realistic Indoor Scene Synthesis via Scene Implicit Neural Field
2024
Cited
0
LLaVA-CoT: Let Vision Language Models Reason Step-by-Step
arXiv.org · 2024
Cited
6
MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement Learning
arXiv.org · 2024
Cited
2
Resume (English only)
Academic Achievements
Published multiple papers at top-tier conferences (NeurIPS, ICCV, ICML, ICLR) as first or co-first author
Paper 'ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization' accepted as Oral at ICML 2024
Paper 'DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization' accepted as Spotlight at ICLR 2024
Official implementation of LLaVA-CoT (GitHub ⭐2087)
Official implementation of DrM (GitHub ⭐76)
Reviewer for ICLR (2025, 2026) and ICML (2025)
Overall winner (best total score) at the 52nd International Physics Olympiad (IPhO 2022)
National Scholarship recipient in 2024 and 2025
Selected for Tsinghua University’s Sparking Program in 2025 (Top 1%)
First Prize Freshman Scholarship, Tsinghua University, 2024
Co-authors
12 total
Huazhe Xu
Tsinghua University
Peng Jin
PhD student, Peking University
Li Yuan, 袁粒
Peking University, Shenzhen Graduate School, School of ECE
Yibing Song
Deputy Chief Engineer, BYD Group
Ruijie Zheng
University of Maryland, College Park, NVIDIA
Yongyuan Liang
University of Maryland, College Park
Furong Huang
Associate Professor of Computer Science, University of Maryland
Zhecheng Yuan
IIIS, Tsinghua University
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