Scholar
Peng Xia
Google Scholar ID: 8OVOf1EAAAAJ
PhD student, Department of Computer Science, UNC Chapel Hill
Multimodal Agent
Healthcare
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Citations & Impact
All-time
Citations
470
H-index
12
i10-index
13
Publications
20
Co-authors
19
list available
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Publications
34 items
ClawArena: Benchmarking AI Agents in Evolving Information Environments
2026
Cited
0
OmniMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory
2026
Cited
0
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild
2026
Cited
0
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios
2026
Cited
0
SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read
2026
Cited
0
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
2026
Cited
0
MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution
2026
Cited
0
Reliable and Responsible Foundation Models: A Comprehensive Survey
2026
Cited
0
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Resume (English only)
Academic Achievements
2025: One NeurIPS paper (Spotlight), one TMLR paper, one ICML paper, three ICLR papers (including MMIE as Oral).
2024: Papers accepted at COLING 2025, AAAI 2025 (3 total), NeurIPS 2024, EMNLP 2024, ECCV 2024, MICCAI 2024 (2 papers, one early accepted).
2023: One paper accepted at NeurIPS 2023.
Notable works include WebWatcher, Agent KB, MMedAgent-RL, MDocAgent, MMedPO (ICML 2025), MMed-RAG (ICLR 2025), and MMIE (ICLR 2025 Oral).
Invited talk at Cohere For AI in December 2024.
Co-authors
19 total
Huaxiu Yao
Assistant Professor of Computer Science and Data Science, UNC Chapel Hill
Zongyuan (Tony) Ge
Associate Prof | Director of AIM for Health Lab | NVIDIA AI Fellowship
Hongtu Zhu
Kenan Distinguished Professor, The University of North Carolina at Chapel Hill
James Zou
Stanford University
Linjie Li
Microsoft
Jimeng Sun
Professor at University of Illinois Urbana-Champaign
Junzhou Huang
Jenkins Garrett Professor, Computer Science and Engineering, the University of Texas at Arlington
Marc Niethammer
Professor of Computer Science, UC San Diego
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