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:
[04/2024] Our paper, "Specificity-preserving RGB-D saliency detection", received the Honorable Mention Award of Computational Visual Media Journal in 2023.
[04/2024] One paper accepted by IJCV: "ViDSOD-100: A New Dataset and A Baseline Model for RGB-D Video Salient Object Detection".
[03/2024] One paper accepted by IEEE TMI: "Diverse Data Generation for Retinal Layer Segmentation with Potential Structure Modelling".
[03/2024] One paper accepted by IEEE TMI: "Instrument-tissue Interaction Detection Framework for Surgical Video Understanding".
[02/2024] 2 papers accepted by CVPR 2024.
[01/2024] One paper accepted by Genome Medicine: "Unsupervised spatially embedded deep representation of spatial transcriptomics".
[01/2024] One paper accepted by IEEE TMI: "Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis".
[01/2024] Our PALM challenge paper accepted by Scientific Data: "Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation"
"ViDSOD-100: A New Dataset and A Baseline Model for RGB-D Video Salient Object Detection",
J. Lin, L. Zhu, J. Shen, H. Fu, Q. Zhang, and L. Wang, International Journal of Computer Vision (IJCV), 2024, to appear.
"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]
Principal Investigator (2022-2025), "Robust and Trustworthy AI system for Multi-modality Healthcare", A*STAR SERC Central Research Fund.
Principal Investigator (2022-2024): "Efficient and Robust Federated (Un)Learning for Utilizing Large Model on Resource-limited Clients", A*STAR Career Development Fund.
Principal Investigator (2022-2023): "Trustworthy and Data-efficient Multi-modality Learning for Healthcare", A*STAR AI3 HTPO Seed Fund.
Co-PI (2023-2025): "Development of Stable Robust and Secure Intelligent Systems for Autonomous Vehicles", AISG Grand Challenge in Robust AI Funding.
Co-PI (2022-2025): "SmartRx: Safe Medication Management Platform Augmented by ARTificial Intelligence for Prescribers [Rx]", AISG Technology Challenge Funding.