Principal Scientist Institute of High Performance Computing (IHPC)
Agency for Science, Technology and Research (A*STAR), Singapore.
Email:hzfu(AT)ieee(DOT)org
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I am a principal scientist at IHPC, A*STAR.
I received my Ph.D. from Tianjin University in 2013.
Previously, I were a Research Fellow (2013-2015) at Nanyang Technological University (NTU), Singapore, a Research Scientist (2015-2018) at Institute for Infocomm Research (I2R), A*STAR, Singapore, and a Senior Scientist (2018-2021) at Inception Institute of Artificial Intelligence (IIAI), UAE.
Major focuses on:
[11/2024] Happy to be recognized as "Highly Cited Researcher" by Web of Science (in the field of Cross-Field), Clarivate.
[10/2024] One paper accepted by Cell Reports Medicine: "Enhancing Al Reliability: A Foundation Model with Uncertainty Estimation for Optical Coherence Tomography based Retinal Diseases Diagnosis".
[10/2024] One paper accepted by IEEE TMI: "CoD-MIL: Chain-of-Diagnosis Prompting Multiple Instance Learning for Whole Slide Image Classification".
[20/2024] Happy to receive the Best Paper Award of Ophthalmic Medical Image Analysis (OMIA) Workshop in MICCAI, 2024.
[10/2024] One paper accepted by npj Digital Medicine: "Early Detection of Dementia through Retinal Imaging and Trustworthy AI".
[09/2024] Two papers accepted by NeurIPS 2024.
[09/2024] One paper accepted by EMNLP 2024: "Self-Training Large Language and Vision Assistant for Medical".
[08/2024] One paper accepted by IEEE TPAMI: "Say No to Freeloader: Protecting Intellectual Property of Your Deep Model".
[08/2024] One paper accepted by MedIA: "E2-MIL: An Explainable and Evidential Multiple Instance Learning Framework for Whole Slide Image Classification".
[07/2024] One paper accepted by IEEE TPAMI: "Structure Unbiased Adversarial Model for Medical Image Translation".
"Deep Partial Multi-View Learning",
C. Zhang, Y. Cui, Z. Han, J. T. Zhou, H. Fu, and Q. Hu, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022.[Code]