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李学龙
中国电信AI首席科学家，国际宇航科学院院士、欧洲科学院院士
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详细介绍
李学龙
中国电信AI首席科学家，教授
个人履历：
李学龙：男，1976年出生，工学博士，国际宇航科学院院士、欧洲科学院院士，教授，中国电信集团CTO、首席科学家，中国电信人工智能研究院院长，国家百千万人才工程国家级人选，国家杰出青年科学基金获得者，享受国务院政府特殊津贴，国家有突出贡献中青年专家，国际先进人工智能协会会士（AAAI Fellow）、AAAS Fellow、ACM Fellow、IAPR Fellow、IEEE Fellow。曾担任：西北工业大学教授、光电与智能研究院（iOPEN）院长、首席科学家，中国科学院西安光学精密机械研究所研究员、光学影像分析与学习中心（OPTIMAL）主任，瞬态光学与光子技术国家重点实验室副主任，中国科学院光谱成像技术重点实验室副主任。李学龙研究方向为临地安防、图像和信号处理、成像。曾获国家和省/部/学会奖励十余项、何梁何利科学与技术创新奖、陈嘉庚青年科学奖、首届全国创新争先奖、CCF-ACM人工智能奖、腾讯科学探索奖等。
论文代表：
Variational Positive-incentive Noise: How Noise Benefits Models,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2025.
Structural-Equation-Modeling-Based Indicator Systems for Image Quality Assessment, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2025.
On the Value of Myopic Behavior in Policy Reuse,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2025.
From Missing Pieces to Masterpieces: Image Completion with Context-Adaptive Diffusion," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2025.
Spatial Residual for Underwater Object Detection, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), DOI: 10.1109/TPAMI.2025.3548652, 2025.
Unconstrained Fuzzy C-Means Algorithm, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), DOI: 10.1109/TPAMI.2025.3532357, 2025.
Fast Semi-Supervised Learning on Large Graphs: An Improved Green-Function Method, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 47, no. 3, pp. 2055-2070, 2025.
Ensemble-Enhanced Semi-Supervised Learning With Optimized Graph Construction for High-Dimensional Data,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 47, no. 2, pp. 1103-1119, 2025.
A Novel and Effective Method to Directly Solve Spectral Clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 46, no. 12, pp. 10863-10875, 2024.
Tensorized and Compressed Multi-View Subspace Clustering via Structured Constraint,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 46, no. 12, pp. 10434-10451, 2024.
QKSAN: A Quantum Kernel Self-Attention Network,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 46, no. 12, pp. 10184-10195, 2024.
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.
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.
Fast Clustering With Anchor Guidance,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 46, no. 4, pp. 1898-1912, 2024.
Parameter-insensitive Min Cut Clustering with Flexible Size Constrains, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 46, no. 8, pp. 5479 - 5492, 2024.
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.
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.
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.
Learning Feature-Sparse Principal Subspace,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 4, pp. 4858-4869, 2023.
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.
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.
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.
Parameterized Hamiltonian Learning with Quantum Circuit, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 5, pp. 6086-6095, 2023.
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.
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.
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.
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.
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.
Fast locality discriminant analysis with adaptive manifold embedding,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 44, no. 12, pp. 9315-9330, 2022.
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.
著作代表：
《涉水光学》，作者：李学龙，科学出版社2025年出版；
《低空无人机集群反制技术》，作者：李学龙等，人民邮电出版社2025年出版。
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