个人信息
个人经历
1994—2002,中国科学技术大学,学士 (五年制) / 博士 (中科院院长奖)
2003—2004,英国Ulster大学,讲师 (相当于美制助理教授)
2004—2009,英国伦敦大学,讲师/高级讲师/Reader (2006年取得终身教职)
2009—2018,中国科学院西安光学精密机械研究所,研究员 (2015年副所长,2018年省重点实验室主任)
2018—2023,西北工业大学,教授/校学术委员会副主任 (2021年工信部重点实验室主任)
2023 至今, 中国电信,首席技术官 (CTO)、首席科学家(2024年中国电信人工智能研究院 (TeleAI) 院长)
集体奖项
2012年,中国科学院创新交叉团队负责人
2012年,陕西省重点科技创新团队负责人
2016年,国家自然科学奖二等奖 (排2)
2017年,陕西省科学院科学技术奖一等奖 (排1)
2018年,中国电子学会科学技术奖自然科学奖一等奖 (排1)
2018年,中国计算机学会科学技术奖自然科学奖一等奖 (排1)
2018年,中国中文信息学会钱伟长中文信息处理科学技术奖一等奖 (排1)
2018年,中国图象图形学学会科学技术奖二等奖 (排1) (首届,一等奖一项)
2018年,陕西省教学成果特等奖 (排2)
2019年,陕西省科学技术奖自然科学奖一等奖 (排1)
2019年,中国光学工程学会科技进步奖一等奖 (排1)
2020年,天津市科学技术进步奖一等奖 (排3)
2020年,陕西省创战略性顶尖团队负责人 (约3-5项/年)
2021年,陕西省学位与研究生教育学会研究生教育成果奖特等奖 (排1)
2021年,陕西省科学技术奖自然科学奖一等奖 (排2)
2022年,中国航空学会科学技术进步奖一等奖 (排1)
2022年,陕西省高等教育教学成果奖一等奖 (排4)
2022年,中国光学工程学会科技创新奖科技进步二等奖 (排2)
2023年,教育部科学技术奖自然科学奖一等奖 (排1)
2023年,中国电子学会技术发明奖一等奖 (排1)
2023年,中国人工智能学会吴文俊人工智能科学技术奖自然科学奖一等奖 (排3)
2023年,中国自动化学会科技进步奖一等奖 (排2)
2023年,国家教学成果二等奖 (排1)
2023年,陕西省科学技术奖自然科学奖一等奖 (排3)
2023年,国家技术发明奖二等奖 (排1)
个人奖项
IEEE/ACM/Elsevier 期刊和会议的论文奖,如 IEEE ICDM Best Theory/Algorithm Paper Runner Up Award, IEEE ICDM 10-Year Highest-Impact Paper Award, IEEE Multimedia Best Paper Award, IEEE TCSVT Best Paper Award;以及学术服务奖,如IEEE TCSVT Best Associate Editor Award。
2010年,国家级人才 (2009年回国)
2011年,国家特聘专家
2012年,中国青年五四奖章
2012年,国家杰出青年科学基金获得者
2013年,中国青年科技奖
2013年,中国科学院青年科学家奖 (信息领域每年不超过1人)
2014年,陈嘉庚青年科学奖 (信息领域每两年1人)
2015年,何梁何利基金科学与技术创新奖
2015年,科技部创新人才推进计划科技创新领军人才
2015年,国家百千万人才工程国家级人选
2015年,国家有突出贡献中青年专家
2016年,国务院政府特殊津贴
2016年,全国五一劳动奖章
2016年,中国科学院朱李月华优秀教师奖
2017年,全国创新争先奖状 (首批)
2019年,庆祝中华人民共和国成立70周年纪念章
2019年,陕西省TeZhi杰出人才项目 (约3-5项/年)
2020年,腾讯科学探索奖 (信息电子领域)
2021年,CCF-ACM人工智能奖 (每年1人)
2022年,王大珩光学奖 (西部高校首奖)
学会会员 (入选通知年份)
2009年,Fellow of The Institution of Engineering and Technology (IEE/IET),英国电气工程师学会
2009年,Fellow of The British Computer Society (BCS),英国计算机协会
2010年,Fellow of The International Association for Pattern Recognition (IAPR),国际模式识别协会
2010年,Fellow of The International Society for Optics and Photonics (SPIE),国际光学工程学会
2010年,Inaugural Member (past) of The Global Young Academy (GYA),全球青年学院
2011年,Academician of The International Eurasian Academy of Sciences (IEAS),国际欧亚科学院
2011年,Fellow of The Institute of Electrical and Electronic Engineers (IEEE),电子电气工程师学会
2012年,Fellow of The Optical Society of America (OSA),美国光学学会
2013年,Fellow (Member) of The Higher Education Academy (HEA),英国高等教育学院
2016年,Fellow (FInstP) of The Institute of Physics (IOP),英国物理学会
2016年,Fellow of The American Association for the Advancement of Science (AAAS),美国科学促进会
2017年,Elected Member of The Academia Europaea/The Academy of Europe (AE),欧洲科学院
2017年,Elected Member of The European Academy of Sciences and Arts (EASA),欧洲科学与艺术学院
2018年,Fellow of The Chinese Institute of Electronics (CIE),中国电子学会
2020年,Fellow of The American Institute for Medical and Biological Engineering (AIMBE),美国医学与生物工程院
2020年,Academician of The International Academy of Astronautics (IAA),国际宇航科学院
2020年,Fellow of The Association for Computing Machinery (ACM),美国计算机协会
2021年,Fellow of The Asia-Pacific Artificial Intelligence Association (AAIA),亚太人工智能学会
2021年,Fellow of The International Academy of Medical and Biological Engineering (IAMBE),国际医学与生物工程科学院
2022年,Academician of The International Academy for Systems & CYbernetic Sciences (IASCYS),国际系统与控制论科学研究院
2023年,Fellow of The Association for the Advancement of Artificial Intelligence (AAAI),国际人工智能学会
学术服务
陕西省临地安防学会理事长
Executive Councilor (大陆首位) of The Association for the Advancement of Artificial Intelligence (AAAI)
Vice President of The Asia-Pacific Artificial Intelligence Association (AAIA)
Vice Chair (华人首位) of IAPR Fellow Committee (2022-2024)
Associate Editor-in-Chief of Pattern Recognition (Elsevier)
Associate Editor of IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)
Associate Editor (past,大陆首位) of IEEE Transactions on Image Processing (T-IP)
Founding Chair (past) of IEEE SMC Technical Committee on Cognitive Computing
Member (past) of IEEE CS Conference Activities Committee (CAC)
Selection Committees for MIT TR35 China, Heidelberg Laureate Forum Young Researcher, fellow committees, international research proposal review committees, etc.
社会服务
领域专家组成员、专家咨询委员会成员、带教导师、教育部科技委学部委员
全国青联科技界别主委、中青科协副会长、省科协副主席、省/市人大代表
近期论文 (2022以来)
X. Li, "Vicinagearth Security (临地安防)," Communications of the CCF, vol. 18, no. 11, pp. 44-52, 2022.
X. Li, "Positive-incentive Noise (π-noise正激励噪声) ," IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), vol. 35, no. 6, pp. 8708-8714, 2024.
W. Chang, H. Chen, F. Nie, R. Wang, and X. Li, "Tensorized and Compressed Multi-view Subspace Clustering via Structured Constraint," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024.
F. Nie, C. Liu, R. Wang, and X. Li, "A Novel and Effective Method to Directly Solve Spectral Clustering," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024.
R. Zhao, J. Shi, and X. Li, "QKSAN: A Quantum Kernel Self-Attention Network," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), DOI: 10.1109/TPAMI.2024.3434974.
Z. Wang, F. Nie, C. Zhang, R. Wang, and X. Li, "Worst-Case Discriminative Feature Learning via Max-Min Ratio Analysis," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 46, no. 1, pp. 641-658, 2024.
F. Nie, J. Lu, D. Wu, R. Wang, and X. Li, "A Novel Normalized-Cut Solver With Nearest Neighbor Hierarchical Initialization," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 46, no. 1, pp. 659-666, 2024.
F. Nie, J. Xue, W. Yu, and X. Li, "Fast Clustering With Anchor Guidance," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 46, no. 4, pp. 1898-1912, 2024.
B. Zhao, P. Han, and X. Li, "Vehicle Perception From Satellite," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 46, no. 4, pp. 2545-2554, 2024.
H. Zhang, Y. Zhu, and X. Li, "Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), DOI: 10.1109/TPAMI.2024.3392782.
F. Nie, F. Xie, W. Yu, and X. Li, "Parameter-insensitive Min Cut Clustering with Flexible Size Constrains," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), DOI: 10.1109/TPAMI.2024.3367912.
B. Wang, Y. Zhao, L. Yang, T. Long, and X. Li, "Temporal Action Localization in the Deep Learning Era: A Survey," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 46, no. 4, 2024.
Q. Wang, X. Lu, C. Zhang, Y. Yuan, and X. Li, "LSV-LP: Large-Scale Video-Based License Plate Detection and Recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 1, pp. 752-767, 2023.
J. Zhu, L. Gao, J. Song, Y.-F. Li, F. Zheng, X. Li, and H. Shen, "Label-Guided Generative Adversarial Network for Realistic Image Synthesis," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 3, pp. 3311-3328, 2023.
F. Nie, L. Tian, R. Wang, and X. Li, "Learning Feature-Sparse Principal Subspace," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 4, pp. 4858-4869, 2023.
H. Zhang, F. Nie, and X. Li, "Large-Scale Clustering With Structured Optimal Bipartite Graph," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 8, pp. 9950-9963, 2023.
Z. Wang, F. Nie, C. Zhang, R. Wang, and X. Li, "Worst-case Discriminative Feature Learning via Max-Min Ratio Analysis," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), DOI: 10.1109/TPAMI.2023.3323453.
H. Zhang, J. Shi, R. Zhang, and X. Li, "Non-Graph Data Clustering via O(n) Bipartite Graph Convolution," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 7, pp. 8729-8742, 2023.
Z. Lu, F. Nie, R. Wang and X. Li, "A Differentiable Perspective for Multi-View Spectral Clustering with Flexible Extension," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 6, pp. 7087-7098, 2023.
J. Shi, W. Wang, X. Lou, S. Zhang, and X. Li, "Parameterized Hamiltonian Learning with Quantum Circuit," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 5, pp. 6086-6095, 2023.
R. Zhang, Y. Zhang, C. Lu, and X. Li, "Unsupervised Graph Embedding via Adaptive Graph Learning," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 4, pp. 5329-5336, 2023.
Z. Li, F. Nie, J. Bian, D. Wu, and X. Li, "Sparse PCA via L2,p-Norm Regularization for Unsupervised Feature Selection," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 4, pp. 5322-5328, 2023.
R. Zhang, Z. Jiao, H. Zhang, and X. Li, "Manifold Neural Network with Non-Gradient Optimization," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 3, pp. 3986-3993, 2023.
X. Li, H. Zhang, and R. Zhang, "Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 2, pp. 1981-1991, 2023.
Q. Wang, X. Lu, C. Zhang, Y. Yuan, and X. Li, "LMV-LP: Large-Scale Video-Based License Plate Detection and Recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 1, pp. 752-767, 2023.
R. Wang, H. Chen, Y. Lu, Q. Zhang, F. Nie, and X. Li, "Discrete and Balanced Spectral Clustering With Scalability," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 12, pp. 14321-14336, 2023.
S. Pei, H. Chen, F. Nie, R. Wang, and X. Li, "Centerless Clustering," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 1, pp. 167-181, 2023.
J. Wang, H. Wang, F. Nie, and X. Li, "Ratio Sum vs. Sum Ratio for Linear Discriminant Analysis," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 44, no. 12, pp. 10171-10185, 2022.
X. Li, H. Zhang, and R. Zhang, "Adaptive Graph Auto-Encoder for General Data Clustering," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 44, no. 12, pp. 9725-9732, 2022.
Q. Wang, N. Guo, Z. Xiong, Z. Yin, and X. Li, "Gradient Matters: Designing Binarized Neural Networks via Enhanced Information-Flow," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 44, no. 11, pp. 7551-7562, 2022.
F. Nie, J. Xue, D. Wu, R. Wang, H. Li, and X. Li, "Coordinate Descent Method for k-means," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 44, no. 5, pp. 2371-2385, 2022.
B. Zhao, H. Li, X. Lu, and X. Li, "Reconstructive Sequence-Graph Network for Video Summarization," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 44, no. 5, pp. 2793-2801, 2022.
F. Nie, D. Wu, R. Wang, and X. Li, "Truncated Robust Principle Component Analysis with A General Optimization Framework," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 44, no. 2, pp. 1081-1097, 2022.
X. Li, H. Zhang, R. Wang, and F. Nie, "Multi-view Clustering: A Scalable and Parameter-free Bipartite Graph Fusion Method," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 44, no. 1, pp. 330-344, 2022.
Q. Wang, X. He, X. Jiang, and X. Li, "Robust Bi-stochastic Graph Regularized Matrix Factorization for Data Clustering," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 44, no. 1, pp. 390-403, 2022.