Jia-Fong Yeh

Jia-Fong Yeh is a final-year PhD student in Computer Science at National Taiwan University (NTU), Taiwan, under the supervision of Prof. Winston Hsu. He also collaborates closely with Prof. Yi-Ting Chen from National Yang Ming Chiao Tung University (NYCU). Jia-Fong leads the policy learning team and co-leads the robotics team in Prof. Hsu's lab. Recently, he completed a ML research internship at Sony Japan. Before joining NTU, he earned his B.S. and M.S. degrees in Computer Science from National Taiwan Normal University (NTNU), Taiwan, in 2017 and 2019, respectively. From 2016 to 2022, he had the privilege of working with Prof. Tsung-Che Chiang and Prof. Shun-Shii Lin. His research interests encompass computer vision, deep robot learning, and evolutionary algorithms. Jia-Fong is a graduate member of IEEE. Additionally, he was honored with the NOVATEK Ph.D. Scholarship in 2022 and the NeurIPS scholar award in 2024, respectively.

• [New!] 2025/02: One work on offline RL and heuristic rule guidance is accepted to IEEE Transactions on Artificial Intelligence! I joined the work when I was an intern at Sony.
• [New!] 2025/02: I will serve as Reviewer for NeurIPS'25.
• [New!] 2025/02: I will serve as Reviewer for ICCV'25.
• 2025/01: One co-first work, VICtoR, is now accepted to ICLR'25!
• 2024/12: I will serve as Reviewer for ICML'25.
• 2024/11: I will serve as Reviewer for CVPR'25.
• 2024/10: One paper on system-2 VQA dataset is accepted to NeurIPSW'24!
• 2024/09: One first-author paper on adaptable error detection (AED) is accepted to NeurIPS'24!
• 2024/09: Two papers on active 3D object detection and VLN replanning are accepted to CoRL'24!
• 2024/08: Two papers on long-form video understanding and object detection with event cameras are accepted to ECCVW'24!
• 2024/06: One co-first author paper on VIC reward learning is accepted to ICMLW'24!
• 2024/06: I will serve as Reviewer for AAAI'25.
• 2024/05: I will serve as Reviewer for NeurIPS'24.
• 2024/04: I have completed the internship at Sony and back to NTU.
• 2023/11: I will serve as Reviewer for CVPR'24.
• 2023/10: I will soon be joining Sony’s team in Tokyo as an ML Research Intern!

National Taiwan University
Ph.D. candidate, Department of Computer Science and Information Engineering
Advisor: Prof. Winston Hsu
2019/09 - current
GPA: 4.21/4.30

National Taiwan Normal University
M.S. degree, Department of Computer Science and Information Engineering
Advisor: Prof. Tsung-Che Chiang
2017/09 - 2019/06
GPA: 4.30/4.30

National Taiwan Normal University
B.S. degree, Department of Computer Science and Information Engineering
2013/09 - 2017/06
GPA: 3.74/4.30