教授
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李学龙 教授

个人信息

     

李学龙,教授

人才称号:国家级人才 (2009回国)、国家杰青 (2012)、领军 (2015)

学术论文:[谷歌学术] | [文章列表] | [English]

研究方向:临地安防、图像和信号处理、成像

联系地址:陕西省西安市友谊西路127号64号信箱

邮政编码:710072

电子信箱:li AT nwpu.edu.cn

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,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 (已公示,排3)

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

  • 中国光学工程学会海洋光学专业委员会共同创始主任

  • 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)

[谷歌学术] | [文章列表]

  • 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), DOI: 10.1109/TNNLS.2022.3224577.

  • 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.

  • 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).

  • 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.

  • 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.