NeurIPS-W Paper Accepted
One paper on system-2 VQA dataset is accepted to Sys2-Reasoning workshop in NeurIPS'24!
Jia-Fong Yeh
Ph.D. Candidate @ National Taiwan University (NTU)
Start with imitation and succeed through self-reinforcement
Jia-Fong Yeh is a Ph.D. candidate 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 machine learning 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 and was honored with the NOVATEK Ph.D. Scholarship in 2022.
NeurIPS Paper Accepted
One first-author paper on policy's anomalous behavior detection is accepted to NeurIPS'24!
2x CoRL Paper Accepted
Two papers on active 3D object detection and replanning for object navigation are accepted to CoRL'24!
ECCV-W Paper Accepted
A paper on long-form video understanding is accepted to EVAL-FoMo workshop in ECCV'24!
ECCV-W Paper Accepted
A paper on object detection with event cameras is accepted to NEVI workshop in ECCV'24!
ICML-W Paper Accepted
One co-first paper on VIC reward learning is accepted to ARLET workshop in ICML'24!
AAAI 2025 Reviewer
I will serve as Reviewer for AAAI 2025! Looking forward to reviewing those insightful submissions!
NeurIPS 2024 Reviewer
I will serve as Reviewer for NeurIPS 2024! Looking forward to reviewing those insightful submissions!
Sony Internship Completed
I have completed the internship at Sony! I really appreciate the supports from my colleagues and mentors.
CVPR 2024 Reviewer
I will serve as Reviewer for CVPR 2024! Looking forward to reviewing those insightful submissions!
Research Intern at Sony
I am fortunate to join Sony Japan as a machine learning (ML) research intern very soon!
PhD Proposal Exam Passed
I have passed my PhD proposal exam! I appreciate the valuable comments from the committee.
IEEE ICASSP Paper Accepted
A range image-based point cloud compression method is accepted to IEEE ICASSP'23!
IEEE ICRA Paper Accepted
Orbeez-SLAM, a real-time monocular visual SLAM, is accepted and will appear in IEEE ICRA'23!
National Taiwan UniversityPh.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
| Internship | ML Research Intern, Sony Group Corporation (2023/10 - 2024/03) |
| Reviewer | ICLR (2025), NeurIPS (2024), CVPR (2024), AAAI (2023-2025), ICASSP (2024), WACV (2024-2025), ICDL (2024), ICML-W (2024), CVPR-W (2022), soft computing (2021-2022), Neurocomputing (2020) |
| Teaching Assistant |
NTU: Advanced Topics in Multimedia Analysis and Indexing (Spring 2021) NTU: Cognitive Computing (Fall 2020, *best TA) NTNU: Data Science and Computer Programming (Fall 2018, Spring 2019) NTNU: Computer Programming II (Spring 2018) NTNU: Computer Programming I (Fall 2017) |
| 2024 | NeurIPS Scholar Award | Attendee with financial subsidy selected by NeurIPS'24! |
| 2022 | PhD Scholarship | One of the recipient of 2022 NOVATEK (聯詠科技) PhD Scholarship! |
| 2019 | Master Thesis Award | Honorable mention in 2019 ORSTW competition! |
| 2018 | Programming Contest | Honorable mention in 2018 ITSA Annual Collegiate Programming Contest! |
| 2016~ | Computer Games |
Surakarta: 4 (TCGA'20, TCGA'19, TAAI'18, TCGA'17) 7 (ICGA'22, TAAI'19, ICGA'19, ICGA'18, TAAI'17, ICGA'17, TAAI'16) 1 (ICGA'20) Breakthrough: 1 (TCGA'19) 3 (TAAI'19, TAAI'18, TAAI'17) |