I am a Ph.D. student in Computer Science in BDSC lab at the University of Illinois Chicago (UIC), under the supervision of Professor Philip S. Yu. My research focuses on LLM-based Agents, Human-Agent Collaboration, and Agent Memory. I am particularly interested in building intelligent agent systems that can reason, collaborate, and interact effectively with humans while maintaining consistent performance across long-horizon tasks.
I am actively looking for Research Internship opportunities in Summer 2026. Feel free to reach out!
🔥 News
- 2026.01: 🎉🎉 Our paper “MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction” is accepted to EACL 2026 Findings!
📝 Selected Publications
MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction
Wei-Chieh Huang, Cornelia Caragea
Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
Wei-Chieh Huang, Henry Peng Zou, Yaozu Wu, Dongyuan Li, Yankai Chen, Weizhi Zhang, Yangning Li, Angelo Zangari, Jizhou Guo, Chunyu Miao, Liancheng Fang, Langzhou He, Renhe Jiang, Philip S. Yu
LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
Henry Peng Zou, Wei-Chieh Huang, Yaozu Wu, Yankai Chen, Chunyu Miao, Hoang Nguyen, Yue Zhou, Weizhi Zhang, Liancheng Fang, Langzhou He, Yangning Li, Dongyuan Li, Renhe Jiang, Xue Liu, Philip S. Yu
Towards agentic rag with deep reasoning: A survey of rag-reasoning systems in llms
Yangning Li, Weizhi Zhang, Yuyao Yang, Wei-Chieh Huang, Yaozu Wu, Junyu Luo, Yuanchen Bei, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Chunkit Chan, Yankai Chen, Zhongfen Deng, Yinghui Li, Hai-Tao Zheng, Dongyuan Li, Renhe Jiang, Ming Zhang, Yangqiu Song, Philip S. Yu
From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents
Weizhi Zhang, Yangning Li, Wei-Chieh Huang, Yuanchen Bei, Junyu Luo, Guancheng Wan, Liangwei Yang, Chenxuan Xie, Yuyao Yang, Chunyu Miao, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Yankai Chen, Chunkit Chan, Peilin Zhou, Xinyang Zhang, Chenwei Zhang, Jingbo Shang, Ming Zhang, Yangqiu Song, Irwin King, Philip S. Yu
📖 Educations
- 2024.09 - present, Ph.D. in Computer Science, University of Illinois Chicago (UIC), US.
- 2020.09 - 2022.12, M.S. in Systems Engineering, Cornell University, US.
- 2013.09 - 2017.06, B.S. in Chemical Engineering, National Taiwan University of Science and Technology (NTUST), Taiwan.
💼 Work Experience
- 2022.01 - 2023.12, Data Scientist, GEICO, Chevy Chase, MD.
💻 Internships
- I am actively looking for Research Internship opportunities in Summer 2026. Feel free to reach out!