Huazhu FU

Senior Scientist, Principal Investigator
Institute of High Performance Computing (IHPC)
Agency for Science, Technology and Research (A*STAR), Singapore.

Email: hzfu(AT)ieee(DOT)org ; fu_huazhu(AT)ihpc.a-star(DOT)edu.sg

[Recent News] - [Professional Activities] - [Recognitions] - [Highlighted Publications] - [Grants] - [Google Scholar]
I am a senior 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.
My research focuses on:
  • Computer Vision: foreground detection, object segmentation, image restoration.
  • Trustworthy AI: federated learning, uncertainty estimation, efficient learning.
  • AI in Healthcare: ocular image analysis, multi-modal learning, medical image analysis.

  • Open Positions:

  • Scientist Positions: We have several Research Scientist (AI for Healthcare and Trustworthy AI) Positions available at IHPC, A*STAR, Singapore.
  • Visiting PhD students: A*STAR Research Attachment Programme (ARAP) supports PhD students from overseas universities to spend a minimum of one to a maximum of two years at A*STAR Research Institutes under the joint supervision.
  • Chinese PhD students: We are also looking for visiting PhD students from China to spend a minimum of one year at IHPC, under Chinese CSC Scholarship.

  • Recent News:

    • Call for Papers: A Collection of Scientific Reports on "Machine learning applications in medical image analysis". [link] (ddl: 30 November 2022.)

    • [09/2022] Happy to receive the Best Paper Award of Ophthalmic Medical Image Analysis Workshop in MICCAI, 2022.
    • [09/2022] Happy to receive the Best Paper Runner-up Award of Resource-Efficient Medical Image Analysis Workshop in MICCAI, 2022.
    • [08/2022] 1 paper for "Federated learning on MR reconstruction" accepted by IEEE TMI.
    • [07/2022] Happy to be granted by A*STAR Career Development Fund.
    • [07/2022] 1 paper for "Video De-raining" accepted by ECCV 2022.
    • [06/2022] Happy to be granted by A*STAR SERC Central Research Fund.
    • [06/2022] 1 paper for "Multi-view learning" accepted by IEEE TNNLS.
    • [06/2022] 1 paper for "Video Dehazing" accepted by ACM MM 2022.
    • [06/2022] Be invited to serve as Associate Editor of IEEE TNNLS.
    • [06/2022] 9 papers accepted by MICCAI 2022.
    • [05/2022] 1 paper for "Multi-Modal MR Reconstruction" accepted by IEEE TMI.
    • [05/2022] 1 paper for "Lesion Segmentation in Fundus" accepted by IEEE TMI.
    • [05/2022] 1 paper for "Cataract classification in AS-OCT image" paper accepted by MedIA.
    • [05/2022] Serve as Technical Program Committee member of IEEE BHI 2022.
    • [04/2022] 1 paper for "ADAM Challenge" accepted by IEEE TMI.
    • [04/2022] 1 paper for "Trustworthy Multi-view Classification" accepted by IEEE TPAMI.
    • [03/2022] Serve as an Area Chair of IEEE ICIP 2022.
    • [03/2022] 4 papers accepted by CVPR 2022.
    • [02/2022] Happy by organize two workshops on MICCAI 2022: OMIA9 and REMIA.
    • [01/2022] 1 paper for "Cataractous Fundus Restoration" accepted by IEEE TMI.
    • [01/2022] 1 paper for "Motion Segmentation" accepted by IEEE TPAMI.
    • [01/2022] Serve as an Area Chair of MICCAI 2022.
    • ------ Happy New Year! --------
    • [12/2021] 1 paper for "RGB-D saliency detection" accepted by IEEE TIP.
    • [11/2021] Serve as an Area Chair of MIDL 2022.
    • [11/2021] Happy to be a member of the IEEE Bio Imaging and Signal Processing Technical Committee (BISP TC).
    • [09/2021] 1 paper for "Anomaly Detection in Medical Image" accepted by IEEE TMI.
    • [09/2021] 1 paper for "Trustworthy Multimodal Regression" accepted by NeurIPS 2021.
    • [09/2021] 1 paper for "Angle-closure Assessment in AS-OCT" accepted by IEEE TMI.
    • [08/2021] 1 paper for "Subspace Clustering" accepted by IEEE TNNLS.
    • [07/2021] 1 paper for "Medical Image Enhancement" accepted by IEEE TMI.
    • [07/2021] 4 papers accepted by ICCV 2021.
    • [07/2021] Happy to receive the Best Paper Award of IEEE ICME 2021! [Link]
    • [07/2021] 1 paper for "Image Dehazing" accepted by ACM MM 2021.
    • [06/2021] 5 papers accepted by MICCAI 2021.
    • [06/2021] 1 paper for "MR Image Reconstruction" accepted by IEEE TNNLS.
    • [03/2021] 2 papers ("Co-saliency Detection" and "Video shadow Detection") accepted by CVPR 2021.
    • [02/2021] 1 paper for "Co-saliency Detection" accepted by IEEE TPAMI.
    • [01/2021] 1 paper for "Breast Lesion Segmentation" accepted by MedIA.
    • [01/2021] 1 paper for "Fundus Image Analysis Survey" accepted by MedIA.
    • [01/2021] 1 paper for "Uncertainty Estimation in Multi-view Learning" accepted by ICLR 2021.
    • [01/2021] 1 paper for "Saliency Detection Survey" accepted by IEEE TPAMI.
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