✨ About Me
I am Penghao Wang, a final-year M.S. student in Pattern Recognition and Intelligent Systems at the Institute of Automation, Chinese Academy of Sciences (CASIA).
My research focuses on efficient AI systems, large language models, and parameter-space optimization. I have worked as a research intern at the NUS HPC AI Lab, supervised by Prof. Yang You and advised by Dr. Kai Wang, Dr. Yuhao Zhou, and Dr. Ziheng Qin.
Please feel free to contact me at penghao0930[at]gmail[dot]com for collaboration or discussion.
I am actively seeking Ph.D. opportunities for Spring/Fall 2027 admission.
📝 Publications
ResearchGPT: Benchmarking and Training LLMs for End-to-End Computer Science Research Workflows
Penghao Wang, Yuhao Zhou, Mengxuan Wu, Ziheng Qin, Bangyuan Zhu, Shengbin Huang, Xuanlei Zhao, Panpan Zhang, Xiaojiang Peng, Yuzhang Shang, Jianfei Yang, Zheng Zhu, Tianlong Chen, Zhangyang Wang, Kai Wang
Data Efficient Any Transformer-to-Mamba Distillation via Attention Bridge
Penghao Wang, Yuhao Zhou, Mengxuan Wu, Panpan Zhang, Zhangyang Wang, Kai Wang
Tracking Is Not Sensing: Artifact-Aware Thermal Video Respiration Estimation in Head-Free Marmosets
Penghao Wang, Sen Yang, Fenghua Xie, He Wang, Xindong Song
FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare
Penghao Wang, Qian Chen, Teng Zhang, Yingwei Zhang, Wang Lu, Yiqiang Chen
Education
- Institute of Automation, Chinese Academy of Sciences (CASIA), M.S. in Pattern Recognition and Intelligent Systems, 2023-2026.
- Tianjin University, B.E. in Measurement and Control Technology and Instrumentation, 2019-2023.
💻 Internships
- 2025.02 – 2026.02, National University of Singapore — Research Intern, Mentor: Yang You. Advisor: Kai Wang, Yuhao Zhou, and Ziheng Qin.
- 2024.04 – 2024.07, Qiyuan Lab — Research Intern, Advisor: Wang Lu.