Personal profile
Personal profile
Professor Chang Fa-Chang
Disciplines: Computer Science and Technology, Biomedical Engineering
Directions: Biomedical image Analysis, Bioinformatics, cryo-electron microscopy 3D reconstruction
E-mail :zhangfa@bit.edu.cn
Office Address: 319, Building 7, Beijing Institute of Technology, No.5 Zhongguancun South Street, Haidian District, Beijing
Zhang Fa, Ph.D., Professor of Beijing Institute of Technology, Visiting researcher and doctoral supervisor of Institute of Computing Sciences, Chinese Academy of Sciences. He is currently the Chairman of IEEE Special Committee on Computational Life Sciences (TCCLS) and the Secretary General of the Bioinformatics Special Committee of China Computer Society. Mainly engaged in bioinformatics, multi-modal biomedical data processing and other aspects of research: developed the first domestic cryo-electron microscope 3D reconstruction software -AuTOM, won the world's first prize in the 2021 International 3D Model Retrieval Challenge cryo-electron microscope Biological image classification competition; Developed a series of medical pathological image classification and classification AI processing technology, the relevant research results have been applied in a number of hospitals. As the project leader and main participant, he undertook a number of key research and development projects of the Ministry of Science and Technology, key projects of the National Natural Science Foundation, major international cooperation projects and special projects. He has published more than 160 papers in international journals such as Cell Research, Natural Communication, Sciences Advances, Briefing in Bioinformatics, and top international conferences such as ICCV, ISMB, MICCAI, etc. Received MICCAI 2022 Best Paper.
Disciplines: Computer Science and Technology, Biomedical Engineering
Directions: Biomedical image Analysis, Bioinformatics, cryo-electron microscopy 3D reconstruction
E-mail :zhangfa@bit.edu.cn
Office Address: 319, Building 7, Beijing Institute of Technology, No.5 Zhongguancun South Street, Haidian District, Beijing
Zhang Fa, Ph.D., Professor of Beijing Institute of Technology, Visiting researcher and doctoral supervisor of Institute of Computing Sciences, Chinese Academy of Sciences. He is currently the Chairman of IEEE Special Committee on Computational Life Sciences (TCCLS) and the Secretary General of the Bioinformatics Special Committee of China Computer Society. Mainly engaged in bioinformatics, multi-modal biomedical data processing and other aspects of research: developed the first domestic cryo-electron microscope 3D reconstruction software -AuTOM, won the world's first prize in the 2021 International 3D Model Retrieval Challenge cryo-electron microscope Biological image classification competition; Developed a series of medical pathological image classification and classification AI processing technology, the relevant research results have been applied in a number of hospitals. As the project leader and main participant, he undertook a number of key research and development projects of the Ministry of Science and Technology, key projects of the National Natural Science Foundation, major international cooperation projects and special projects. He has published more than 160 papers in international journals such as Cell Research, Natural Communication, Sciences Advances, Briefing in Bioinformatics, and top international conferences such as ICCV, ISMB, MICCAI, etc. Received MICCAI 2022 Best Paper.
Research Interests
Multi-modal biomedical data analysis, bioinformatics, cryo-electron microscopy 3D reconstruction
Education
2000.09-2005.06 Institute of Computing Technology, Chinese Academy of Sciences Doctor
2002.09-2005.04 Ohio State University Exchange Student
2002.09-2005.04 Ohio State University Exchange Student
Professional Experience
2000.09-2005.06 Institute of Computing Technology, Chinese Academy of Sciences Doctor
2002.09-2005.04 Ohio State University Exchange Student
2022.11-present Professor of Medical Technology, Beijing Institute of Technology
2005.07-2022.10 Assistant Researcher, Associate Researcher, Researcher of Institute of Computing Technology, Chinese Academy of Sciences
2009.10-2010.02 Visiting Scientist, King Juan Carlos University, Spain
2002.09-2005.04 Ohio State University Exchange Student
2022.11-present Professor of Medical Technology, Beijing Institute of Technology
2005.07-2022.10 Assistant Researcher, Associate Researcher, Researcher of Institute of Computing Technology, Chinese Academy of Sciences
2009.10-2010.02 Visiting Scientist, King Juan Carlos University, Spain
Research Achievement
Best Paper Award of MICCAI at 2022 International Conference
International 3D Model Retrieval Challenge 2021 (SHREC2021) Cryo-Electron Microscope Electron Tomography Biological Image Classification Competition, 1st place
The 2021 Education Award of Institute of Computing Science of Chinese Academy of Sciences
Winner of the "Pilot Cup" Parallel Computing Application Grand Prix of CAS in 2020
Outstanding Researcher of Institute of Computing Science, Chinese Academy of Sciences, 2018, 2012, 2009
2016 "Tianhe Star" Excellent Application Award
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- 6 Similar Profiles
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3DDF-VAE: Dual-frequency variational autoencoder with pose-consistency validation for rare cryo-EM conformation discovery
Chen, Y., Li, F., Dong, H., Wang, X., Zhang, F., Hu, B. & Wan, X., Jun 2026, In: Journal of Structural Biology. 218, 2, 108311.Research output: Contribution to journal › Article › peer-review
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Adaptive Gaussian representation for differentiable cryo-electron tomography reconstruction
Zhang, C., Yang, Z., Han, R., Zhang, F. & Feng, J., Mar 2026, In: Journal of Structural Biology. 218, 1, 108281.Research output: Contribution to journal › Article › peer-review
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A VR-based Automated Strabismus Diagnosis System with Progressive Semi-Supervised Learning
Qiu, D., Ma, B., Xiong, Z., Wang, Y., Deng, L., Zhou, L., Cao, X., Chen, W., Wang, Y., Jiang, M., Fu, J., Zhang, F. & Wan, X., 2026, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics.Research output: Contribution to journal › Article › peer-review
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Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model
Zhang, Y., Yan, R., Wan, X., Zhao, Y., Feng, S., Xu, Z., Wang, Y., Zhang, F. & Hu, B., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 15 ed. Association for the Advancement of Artificial Intelligence, p. 12907-12915 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 15).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
FSPicker: A Dual-Stream Attention Network for Multi-scale Particle Picking in Cryo-Electron Tomography
Wang, X., Tian, W., Mo, Z., Li, C., Wan, X. & Zhang, F., 2026, Bioinformatics Research and Applications - 21st International Symposium, ISBRA 2025, Proceedings. Tang, J., Lai, X., Cai, Z., Peng, W. & Wei, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 86-97 12 p. (Lecture Notes in Computer Science; vol. 15756 LNBI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review