个人简历

工作经历\r
2017年01月至今，清华大学深圳国际研究生院信息学部，教授\r
2016年06月-2016年12月，美国加州大学欧文分校计算机科学系，访问学者\r
2010年02月-2016年12月，清华大学深圳研究生院信息学部，副研究员\r
2007年10月-2008年10月，美国佐治亚理工学院访问学者\r
2006年09月-2007年02月，香港理工大学高级访问学者\r
2005年07月-2005年09月，香港大学访问学者\r
2003年12月-2010年01月，清华大学自动化系，副研究员\r
2002年05月-2003年11月，清华大学自动化系，讲师\r
2000年05月-2002年04月，清华大学控制理论与控制工程专业 博士后 \r
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学术兼职\r
深圳市电子商务企业标准联盟专家委员会，委员\r
国家自然科学基金委员会，网评专家\r
深圳市科技专家委员会，评审专家\r
CVPR国际会议审稿人\r
ACCV国际会议审稿人

研究领域

研究方向为智能系统、数据挖掘与模式识别。""

近期论文

Chen S, Guo Z, Li X, et al. Query2Set: Single-to-Multiple Partial Fingerprint Recognition Based on Attention Mechanism[J]. IEEE Transactions on Information Forensics and Security, 2022, 17: 1243-1253. JCR Q1.\r
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Yan J, Chen H, Li X, et al. Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis[J]. Computerized Medical Imaging and Graphics, 2022, 97: 102053. JCR Q1.\r
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Mazandarani M, Li X. Interval type-2 fractional fuzzy inference systems: Towards an evolution in fuzzy inference systems[J]. Expert Systems with Applications, 2022, 189: 115947. JCR Q1.\r
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Yu B, Lu J, Li X, Zhou J; Salience-Aware Face Presentation Attack Detection via Deep Reinforcement Learning，IEEE Transactions on Information Forensics and Security, 2022 vol.17: 413-427, JCR Q1, WOS:000748395300005;\r
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Li S, Li X, Lu J, Zhou J; Structure-adaptive Neighborhood Preserving Hashing for Scalable Video Search, IEEE Transactions on Circuits and Systems for Video Technology, 2021, JCR Q1, WOS:000778973700059;\r
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Xu Z, Luo J, Yan J, Li X, et al. F3RNet: full-resolution residual registration network for deformable image registration[J]. International Journal of Computer Assisted Radiology and Surgery, 2021, 16(6): 923-932. JCR Q2\r
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Li X, Zhang X, Li X, et al. BEAR-H: An Intelligent Bilateral Exoskeletal Assistive Robot for Smart Rehabilitation[J]. IEEE Robotics & Automation Magazine, 2021.\r
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Hao R, Lu B, Cheng Y, Li X, et al. A steel surface defect inspection approach towards smart industrial monitoring[J]. Journal of Intelligent Manufacturing, 2021, 32(7): 1833-1843. JCR Q1，WOS:000571362300001\r
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Mo Y, Wu Q, Li X, et al. Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit[J]. Journal of Intelligent Manufacturing, 2021: 1-10. JCR Q1，WOS:000629084400001\r
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Zhang Y, Liu Y, Jiang S, Dixit K, Song P, Zhang X, Ji X, Li X , Neural network model assisted Fourier ptychography with Zernike aberration recovery and total variation constraint., Journal of Biomedical Optics, 2021, 26(3) : 036502, JCR Q2, WOS:000636641800015\r
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Liu Y, Gu K, Li X, et al. Blind image quality assessment by natural scene statistics and perceptual characteristics[J]. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020, 16(3): 91-111. JCR Q1，WOS:000569375200017;\r
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Li S, Chen Z, Li X, Lu J, Zhou J. Unsupervised variational video hashing with 1d-cnn-lstm networks[J]. IEEE Transactions on Multimedia, 2020, 22(6): 1542-1554, JCR Q1; WOS:000538033100014;\r
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Liu Y, Gu K, Zhang Y, Li X, Zhai G, Zhao D, Gao W, Unsupervised Blind Image Quality Evaluation via Statistical Measurements of Structure, Naturalness, and Perception, IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30(4): 929-943, JCR Q1, WOS:000561099300003;\r
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Yan J, Chen S, Zhang Y, Li X, et al. Neural Architecture Search for compressed sensing Magnetic Resonance image reconstruction[J]. Computerized Medical Imaging and Graphics, 2020, 85: 101784. JCR Q1， WOS:000582704200006\r
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Li X, Qi H, Jiang S, et al. Quantitative phase imaging via a cGAN network with dual intensity images captured under centrosymmetric illumination[J]. Optics Letters, 2019, 44(11): 2879-2882. JCR: Q1，WOS:000469838100068\r
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Li S, Chen Z, Li X, et al. Unsupervised variational video hashing with 1D-CNN-LSTM networks [J]. IEEE Transactions on Multimedia, 2019, 22(6): 1542-1554. JCR Q1, WOS:000538033100014\r
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Li X, Fan Z, Liu Y, et al. 3D pose detection of closely interactive humans using multi-view cameras[J]. Sensors, 2019, 19(12): 2831. JCR Q1，WOS:000473762500183\r
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Li X, Jin K, Long R. End-to-end semantic-aware object retrieval based on region-wise attention[J]. Neurocomputing, 2019, 359: 219-226. JCR: Q1，WOS:000478960700020\r
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Zhang F, Tang X, Li X, et al. Quantifying cloud elasticity with container-based autoscaling[J]. Future Generation Computer Systems, 2019, 98: 672-681. JCR: Q1，WOS:000503818800064\r
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Li X, Qi H, Jiang S, et al. Quantitative phase imaging via a cGAN network with dual intensity images captured under centrosymmetric illumination [J]. Optics Letters, 2019, 44(11): 2879-2882. JCR: Q1，WOS:000469838100068