Scholar
Hardy Chen
Google Scholar ID: Gype-NsAAAAJ
UC Santa Cruz
Vision Language Model
Large Language Model
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
1,323
H-index
11
i10-index
11
Publications
12
Co-authors
7
list available
Contact
Email
hchen403@ucsc.edu
GitHub
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Publications
11 items
From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models
2026
Cited
0
ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning
2026
Cited
0
Chasing the Public Score: User Pressure and Evaluation Exploitation in Coding Agent Workflows
2026
Cited
0
Your Agent, Their Asset: A Real-World Safety Analysis of OpenClaw
2026
Cited
0
Omni-MMSI: Toward Identity-attributed Social Interaction Understanding
2026
Cited
0
Kestrel: Grounding Self-Refinement for LVLM Hallucination Mitigation
2026
Cited
0
Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers
2026
Cited
0
SpatialThinker: Reinforcing 3D Reasoning in Multimodal LLMs via Spatial Rewards
2025
Cited
0
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Resume (English only)
Academic Achievements
Paper 'ViLBench: A Suite for Vision-Language Process Reward Modeling' accepted by EMNLP 2025
Paper 'SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models' (VLAA-Thinker) accepted by TMLR 2025
Two papers accepted to EMNLP 2024 main conference, including first-authored 'LLM Evaluation Bias' and 'HuatuoGPT-Vision'
Developed ViLBench, a vision-language benchmark requiring intensive process reward signals, along with a 73.6K-sample reward dataset
Work 'Humans or LLMs as the Judge? A Study on Judgement Biases' inspired Chatbot Arena to disentangle style and substance in ELO scores
Co-authors
7 total
Benyou Wang
Assistant Professor, The Chinese University of Hong Kong, Shenzhen
Shunian Chen
The Chinese University of Hong Kong, Shenzhen
Zhihong Chen
Stanford University
Junying Chen
The Chinese University of Hong Kong, Shenzhen
Haoqin Tu
University of California Santa Cruz
Cihang Xie
Assistant Professor, University of California, Santa Cruz
Yuyin Zhou
Assistant Professor, Computer Science and Engineering, Genomics Institute, UC Santa Cruz
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