Faculty
current position: Faculty >> Professor >> Content
Xuelong Li, Professor, Dean, Chief Scientist
 

Personal Profile

     

Professor Xuelong Li, National Distinguished Chair, Dean of iOPEN, Chief Scientist of iOPEN, Vice Director of University Academic Committee, Northwestern Polytechnical University


       

Publications: [Google Scholar] | [DBLP]

Research interests:Intelligent photoelectricity, Vicinagearth Security.
 

Postal Address:
127 West Youyi Road, 64#,
Xi'an Shaanxi 710072,
P. R. China


       

E-mail:  li AT nwpu.edu.cn

 

Education Background

X. Li received his B.Eng. and Ph.D. degrees from The University of Science and Technology of China (USTC).

 

Work Experience

X. Li is currently a full professor with The Northwestern Polytechnical University since 2018. Before that, he was a full professor with The Chinese Academy of Sciences (2009-2018), a Reader at The University of London (2004-2009), a Lecturer at The University of Ulster (2003-2004), and he previously took positions at The Chinese University of Hong Kong, The Hong Kong University, The Microsoft Research, and The Huawei Technologies Co., Ltd.

 

Memberships

  • Fellow, The American Association for the Advancement of Science (AAAS)

  • Fellow, The Institute of Electrical and Electronic Engineers (IEEE)

  • Fellow, The Institute of Physics (IOP)

  • Fellow, The Association for Computing Machinery (ACM)

  • Fellow, The Optical Society of America (OSA)

  • Fellow, The International Society of Optics and Photonics (SPIE)

  • Fellow, The International Association of Pattern Recognition (IAPR)

  • Fellow (Inaugural Class), The Asia-Pacific Artificial Intelligence Association (AAIA)

  • Fellow, The Institution of Engineering and Technology (IEE/IET)

  • Fellow, The British Computer Society (BCS)

  • Fellow, The American Institute for Medical and Biological Engineering (AIMBE)

  • Fellow, The International Academy of Medical and Biological Engineering (IAMBE)

  • Elected Member, The Academia Europaea/The Academy of Europe (AE)

  • Elected Member, The European Academy of Sciences and Arts (EASA)

  • Elected Member, The International Academy of Astronautics (IAA)

  • Academician, The International Eurasian Academy of Sciences (IEAS)

  • Academician, The International Academy for Systems & CYbernetic Sciences (IASCYS)

  • Elected Member (past), The Global Young Academy (GYA)

  • Fellow, The Chinese Institute of Electronics (CIE)

  • Fellow, The Higher Education Academy (HEA)

 

Academic Service

  • Executive Councilor (2021-2024, first in China mainland) of Association for the Advancement of Artificial Intelligence (AAAI)

  • Member of IEEE Conference Activities Committee (CAC)

  • Vice President of Asia-Pacific Artificial Intelligence Association (AAIA)

  • Associate Editor-in-Chief of Pattern Recognition (Elsevier)

  • Associate Editor of IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)

  • Associate Editor of IEEE Transactions on Geoscience and Remote Sensing (T-GRS)

  • Associate Editor (past, first in China mainland) of IEEE Transactions on Image Processing (T-IP)

  • Founding Chair (past) of IEEE SMC Technical Committee on Cognitive Computing

 

Recent Papers  (since 2021)

  • 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).

  • 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), DOI: 10.1109/TPAMI.2022.3157083.

  • 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), DOI: 10.1109/TPAMI.2022.3153691.

  • S. Pei, H. Chen, F. Nie, R. Wang, and X. Li, "Centerless Clustering," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), DOI: 10.1109/TPAMI.2022.3150981.

  • 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), DOI: 10.1109/TPAMI.2021.3133351.

  • 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), DOI: 10.1109/TPAMI.2021.3125687.

  • 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), DOI: 10.1109/TPAMI.2021.3121329.

  • 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), DOI: 10.1109/TPAMI.2021.3117908.

  • 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), DOI: 10.1109/TPAMI.2021.3085739.

  • 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), DOI:10.1109/TPAMI.2021.3072117.

  • 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.

  • Z. Wang, Z. Li, R. Wang, F. Nie, and X. Li, "Large Graph Clustering with Simultaneous Spectral Embedding and Discretization," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 43, no. 12, pp. 4426-4440, 2021.

  • R. Zhang, H. Zhang, and X. Li, "Robust Multi-Task Learning with Flexible Manifold Constraint," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 43, no. 6, pp. 2150-2157, 2021.

  • Q. Wang, J. Gao, W. Lin, and X. Li, "NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 43, no. 6, pp. 2141-2149, 2021.

  • F. Nie, Z. Wang, R. Wang, Z. Wang, and X. Li, "Towards Robust Discriminative Projections Learning via Non-Greedy L2,1-Norm MinMax," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 43, no. 6, pp. 2086-2100, 2021.