Yu-Huan Wu is a senior scientist at Institute of High Performance Computing (IHPC), A*STAR, Singapore. Before that, he received his PhD from Nankai University in 2022. His research interests include object detection and segmentation, as well as related applications like medical imaging and autonomous driving. He published several research papers on top-tier journals and conferences like TPAMI/TIP/CVPR/ICCV.

🔥 We are hiring! We encourage research in, but not limited to, robust visual systems, SAR/IR imaging, domain generalization, efficient networks, and multi-modal AI. If you are interested in working with us and experiencing the top-tier research environment in Singapore, please send me an email with your CV. ✉️

• Full-time Research Scientist/Engineer: We have openings for full-time research scientists and engineers.
• Full-time/Remote Research Intern: We welcome both short-term and long-term interns (project-funded / CSC).

[Google Scholar] [Research Gate] [Email: wu_yuhuan [at] a-star.edu.sg]

News

• [2026/04] Promoted to Senior Scientist
• [2026/03] Received Singapore NRF Postdoctoral Award (NRF-PA) with 4-year full support
• [2025/11] We release RefOnce for Ref-COD
• [2025/09] GAPNet is accepted by Machine Intelligence Research
• [2025/07] OffSeg is accepted by IEEE ICCV
• [2025/06] LRFormer is accepted by IEEE TPAMI
• [2025/02] Ret3D is accepted by SCIENTIA SINICA Informationis
• [2025/01] Survey of adversarial attacks is accepted by TNNLS
• [2024/12] Received Excellent PhD Dissertation Award (博士学位论文激励计划) from CSIG
• [2024/01] HATNet is accepted by Machine Intelligence Research
• [2023/12] SymFormer, the extension of our CVPR 2020 oral paper is accepted by IEEE TPAMI
• [2023/03] Joined IHPC A*STAR as a research scientist
• [2022/08] P2T is accepted by IEEE TPAMI
• [2022/08] We organized a Webinar at IEEE Signal Processing Society
• [2022/04] EDN is accepted by IEEE TIP
• [2022/03] BE-STI is accepted by IEEE CVPR
• [2021/12] MobileSal is accepted by IEEE TPAMI
• [2021/05] I join Alibaba DAMO Academy as a research intern
• [2021/03] DOTS is accepted by IEEE CVPR
• [2021/03] JCS and RDPNet are accepted by IEEE TIP
• [2020/09] LIID is accepted by IEEE TPAMI
• [2020/03] TBX11K is accepted by IEEE CVPR (Oral)

Projects (PI)

• 2026/04 - 2030/03: Dynamic Adaptive Visual Perception: A New Paradigm for Robust and Efficient Multimodal AI, National Research Foundation (NRF), Principal Investigator (PI).
• 2026/02 - 2028/01: Assessment of Brittleness and Anomaly Mitigation for Computer Vision Models, Singapore Aerospace Program (SAP), Principal Investigator (PI). (Co-PIs: Dr. Liangli Zhen, Dr. Hongyuan Zhu)
• 2024/01 - 2025/12: Revisiting Highly Efficient Self-Attention for Dense Prediction, A*STAR Career Development Fund (CDF), Principal Investigator (PI).

Professional Services

• Journal Reviewer: TPAMI, IJCV, TIP, Information Fusion, TCSVT, SCIS, JBHI, TCSS, Pattern Recognition, Neurocomputing, JVCI, MIR…
• Conference Reviewer: CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, AAAI, IJCAI, PRCV…