Xibo Ma
Xibo Ma is a professor and doctoral supervisor at the Institute of Automation, Chinese Academy of Sciences. She has been serving as a professor since October 2018. Over the years, she has been dedicated to research in AI for Science, forming a research system with theoretical algorithms, intelligent systems, and the application of AI in the field of science as its core. In recent years, in-depth research has been conducted on the development of multi-modal artificial intelligence algorithms and systems, interdisciplinary autonomous evolutionary intelligence, and their applications. She has published high-level SCI papers and papers in artificial intelligence conferences, including those in Nature, Nature Commun., IEEE TMI, and AAAI, as first or corresponding author.
In terms of system development, she has developed an animal behavior recognition system for drug safety evaluation, which has been tested in multiple companies. In bionic intelligence, she has developed a bionic octopus hand, which can be used for physical measurement in dark environments and flexible operation in human-machine interaction scenarios. She holds over 20 authorized patents in related areas, with over 50 SCI-indexed papers as first or corresponding author, including 16 papers with more than 10 points. She has undertaken multiple projects such as the National Natural Science Foundation Youth, General Program, Major Projects, National Key R&D Program, the Youth Innovation Promotion Association of the Chinese Academy of Sciences, major scientific research equipment and instruments of the Academy, and the A project of the Academy. She was named an outstanding member of the Youth Innovation Promotion Association of the Chinese Academy of Sciences in 2019. She currently serves as the Secretary-General of the Medical Imaging and Equipment Special Committee of the China Graphics Society and a member of the Medical Simulation Special Committee. She has won one gold award at an international invention exhibition, one gold award at the Geneva International Invention Exhibition, and has participated in the compilation of two standards.
Artificial intelligence
Ongoing Projects
1. Chinese Academy of Sciences Strategic Priority Research Program A, Project 2, High-throughput Phenotyping and Intelligent Breeding of Sugarcane, Project No.: XDA0450200, 2023.10 - 2028.9, 104.18 million yuan;
2. Chinese Academy of Sciences Strategic Priority Research Program A, Topic 2.2, Intelligent Analysis of Multi-modal Sugarcane Phenotypic Data and Cultivation of Superior Varieties, Topic No.: XDA0450202, 2023.10 - 2028.9, 70.90 million yuan;
3. National Key R&D Program "Modernization of Traditional Chinese Medicine", Key Special Project, "Rapid On-site Detection Technology and Application of Traditional Chinese Medicine Quality Based on Visualized, Informatic, and Intelligent Methods", Topic 2: "Research and Application of Key Technologies for Rapid On-site Detection of Traditional Chinese Medicine Quality Based on Compliance", Topic No.: 2023YFC3504102, participation; Topic 5: Topic No.: 2023YFC3504105, total 1.6 million yuan;
4. National Key R&D Program, 2023 Annual "Basic Research Conditions and Major Scientific Equipment Development", Key Special Project "Development and Application of Pulse Discharge Helium Ionization Detectors (PDHID)", Project Topic 2: "Demonstration Application of Pulse Discharge Helium Ionization Detectors", Topic Nos.: 2023YFF0720000, 2023YFF0720002, participation, 720 thousand yuan, participation, Ma Xibo;
5. National Key R&D Program, 2023 Annual "Basic Research Conditions and Major Scientific Equipment Development", Key Special Project "Pulse Electronic Capture Detector", Topic 2: "Engineering Development and Demonstration Application of Pulse Electronic Capture Detector", participation, Project No. and Topic Nos.: 400 thousand yuan;
6. National Key R&D Program, 2023 Annual "Basic Research Conditions and Major Scientific Equipment Development", Key Special Project "Ultra-High Performance Liquid Chromatography", Topic 3: Project No. and Topic Nos.: 2023YFF0722500, 2023YFF0722503.
7. Major Project of the National Natural Science Foundation, Topic 1, Biological Principles and Mathematical Modeling for Precise Assessment of Tumor Lesions and Residual Liver Function, 82090051, 2021-2025, 4.45 million yuan.
8. Commissioned by Enterprise, Blood Pressure, Blood Oxygen, and Heart Rate Calculation Based on Mobile Data Collection, 2022.02.22 - 2023.03.22, Project Leader: Ma Xibo, 3.2 million yuan.
Completed Projects
1. Multi-modal Imaging System for In Vivo Tracing and Functional Analysis of Stem Cells, Key R&D Program of the Ministry of Science and Technology "Molecular Imaging Research on In Vivo Tracing and Functional Analysis of Stem Cells After Transplantation", Topic 2, Fund No. 2016YFA0100902 (2016.7-2020.12), 9 million yuan; Project Leader: Ma Xibo.
2. Research on Spontaneous Fluorescence Tomography Based on Attenuation Correction, National Natural Science Foundation Youth Science Foundation Project, Fund No. 81101095 (2012.01.01-2014.12.31), 230 thousand yuan; Project Leader: Ma Xibo.
3. Karen M. von Deneen Chinese Academy of Sciences "Foreign Young Scientist Program", Fund No. 2013Y1GA0004 (2013.10-2014.10), 265 thousand yuan; Project Leader: Ma Xibo.
4. Key Technology Research on Precise Localization of Liver Cancer Boundaries Based on Molecular Targeting and Multi-modal Fusion, General Project of the National Natural Science Foundation, Fund No. 81471739 (2015.01-2018.12), 730 thousand yuan; Project Leader: Ma Xibo.
5. 3D Real-time In Vivo Neural Functional Circuit Imaging System, Major Special Project of the Chinese Academy of Sciences for Research Equipment Development, Fund No. Y5S8021F31 (2015.01.01-2017.06.30), 2.84 million yuan; Project Leader: Ma Xibo.
6. Chinese Academy of Sciences Youth Innovation Promotion Association Project, 600 thousand yuan; Project Leader: Ma Xibo.
7. Horizontal Project - Development of TCM Health Mirror, 200 thousand yuan, 2020.08-2021.03.
8. Horizontal Project - Differentiation of Brain Tumors Based on Artificial Intelligence, 80 thousand yuan, 2020.09-2021.06.
9. Horizontal Project - Development of Double-type Biomimetic Bone-cartilage Composite for Treating Cartilage Injury, Principal Investigator, 200 thousand yuan, 2020.04-2022.04.
10. Key Technology Research on Cell Tracing for Stem Cell Therapy of Liver Cirrhosis Based on Multi-modal Molecular Imaging, General Project of the National Natural Science Foundation, Fund No. 81871442 (2019.1-2022.12), 680 thousand yuan; Project Leader: Ma Xibo.
11. Chinese Academy of Sciences Excellent Young Innovators Promotion Association Project, 3 million yuan, #Y201930, 2020.1-2022.12.
1. Shuhui Sun, Jiaming Li, Si Wang, Jingyi Li, Jie Ren, Zhaoshi Bao, Le Sun, Xibo Ma+, Fangshuo Zheng, CHIT1-positive microglia drive motor neuron ageing in the primate spinal cord, Nature, 2023, 624, 611–620, doi:10.1038/s41586-023-06783-1.
2. Ruizhi Yang, Yulan Hu, Sheng Ouyang, Jingyu Liu, Shuqiang Wang, Xibo Ma, Wenhan Wang, Hanjing Su, Yong Liu, WaveNet: Tackling Non-Stationary Graph Signals via Graph Spectral Wavelets, AAAI, 2024.
3. Sen Yang, Zhiyuan Chen, Kewei Liang, Caijie Qin, Yang Yang, Wenxuan Fan, Chenlu Jie, Xibo Ma*, BARN:Behavior-aware relation network for multi-label behavior detection in socially housed macaques. Zoological Research, 2023, 44(6): 1026-1038.
4. Zenghao Bao, Zichang Tan, Jun Wan, Xibo Ma, Z. Lei. General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds With One Stone [J]. IEEE Transactions on Image Processing, 2023, 32: 6155-6167, (IF=10.6, JCR 2/102, 2021index)
5. Zenghao Bao+, Zichang Tan+, Jun Wan*, Xibo Ma*, Guodong Guo, Zhen Lei. Divergence driven Consistency Training for Semi-Supervised Facial Age Estimation[J].IEEE Transactions on Information Forensics and Security (TIFS), 2022,18: 221-232.(CCF-A, IF=7.231, JCR 11/110,2021index)
6. Lin Zhu, Lingling Zhang, Wenxing Hu, Haixu Chen, Han Li, Shoushui Wei*, Xuzhu Chen*, Xibo Ma*. A multi-task two-path deep learning system for predicting the invasiveness of craniopharyngioma. Computer Methods and Programs in Biomedicine. 216(2022) 106651. (IF=7.027, JCR 12/110, 2021index)
1. International Invention Exhibition, Gold Medal
2. Geneva International Invention Exhibition, Gold medal
3. Member of Excellent Youth Innovation Promotion Association of Chinese Academy of Sciences 2019
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