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  • Jiafei Lyu, Le Wan, Zongqing Lu and Xiu Li. Off-Policy RL Algorithms Can be Sample-Efficient for Continuous Control via Sample Multiple Reuse[J]. Information Sciences, 2024, Volume:666. WOS:001210302700001. EI Accession number: 20241115739541
    [Page] [Code]
  • He C, Li K, Xu G, Yan J, Tang L, Zhang Y, Wang Y, Li X. Hqg-net: Unpaired medical image enhancement with high-quality guidance[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023. WOS:001165741200001. EI Accession number: 20234314966831
    [Page] [Code] [Data]
  • Jingyi Tang, Zeyu Chen, Bowen Fu, Wenjie Lu, Shengquan Li, Xiu Li, and Xiangyang Ji. ROV6D: 6D Pose Estimation Benchmark Dataset for Underwater Remotely Operated Vehicles[J]. IEEE Robotics and Automation Letters, 2024, vol.9, no.1, pp.65-72. WOS:001257126000001. EI Accession number: 20234715087683
    [Data]
  • Hantao Zhou, Rui Yang, Runze Hu, Chang Shu, Xiaochu Tang, and Xiu Li. ETDNet: Efficient Transformer-based Detection Network for Surface Defect Detection[J]. IEEE Transactions on Instrumentation and Measurement, 2023, vol.72, pp.1-14. WOS:001063248800016. EI Accession number: 20233514639350
    [Page] [Code] [Data]
  • Meng C, Zhao Z, Guo W, Zhang Y, Wu H, Gao C, Li D, Li X, et al. Coarse-to-fine knowledge-enhanced multi-interest learning framework for multi-behavior recommendation[J]. ACM Transactions on Information Systems, 2023, 42(1): 1-27. WOS:001040640300001. EI Accession number: 20234715075803
    [Page] [Code] [Data]
  • Lan S, Li X, Guo Z. An Adaptive Region-Based Transformer for Nonrigid Medical Image Registration With a Self-Constructing Latent Graph[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023. WOS:001040640300001. EI Accession number: 20233114462548
    [Page]
  • Yu B, Li X, Li W, Zhou J, Lu J. Discrepancy-Aware Meta-Learning for Zero-Shot Face Manipulation Detection[J]. IEEE Transactions on Image Processing, 2023, vol.32, pp.3759-3773. WOS:001028969300001. EI Accession number: 20232814386176
    [Page]
  • Zhang T, Lin Z, Wang Y, Ye D, Fu Q, Yang W, Wang X, Liang B, Yuan B, Li X. Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023. WOS:001005843700001. EI Accession number: 20232414220584
    [Page]
  • Lan S, Li X, Guo Z. DRT: Deformable Region-based Transformer for Nonrigid Medical Image Registration with a Constraint of Orientation[J]. IEEE Transactions on Instrumentation and Measurement, 2023, vol.72, pp.1-15. WOS:001008184300015. EI Accession number: 20232114131508
    [Page]
  • Yuan Z, Pan W, Zhao X, Zhao F, Xu Z, Li X, et al. Publisher Correction: SODB facilitates comprehensive exploration of spatial omics data[J]. Nature methods, 2023, 20(4): 623. WOS:000953332800001.
    [Page]
  • Tang M, Wang Z, Zeng Z, Li X, et al. Stay in Grid: Improving Video Captioning via Fully Grid-level Representation[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, vol.33, no.7, pp.3319-3332. WOS:001022165700021. EI Accession number: 20230313395050
    [Page]
  • Huo Y, Li X, Zhang X, Li X, et al. Adaptive Intention-Driven Variable Impedance Control for Wearable Robots With Compliant Actuators[J]. IEEE Transactions on Control Systems Technology, 2022, 31(3): 1308-1323. WOS:000890819200001. EI Accession number: 20225113272426
    [Page]
  • 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. WOS:000773245100004. EI Accession number: 20221111800298
    [Page]
  • 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. WOS:000787887200003. EI Accession number: 20221211816207
    [Page]
  • 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. WOS:000829974700001. EI Accession number: 20214411091551
    [Page]
  • Yu B, Lu J, Li X, Zhou J. Salience-Aware Face Presentation Attack Detection via Deep Reinforcement Learning[J].IEEE Transactions on Information Forensics and Security, 2022 vol.17: 413-427, JCR Q1. WOS:000748395300005.
    [Page]
  • Li S, Li X, Lu J, Zhou J. Structure-adaptive Neighborhood Preserving Hashing for Scalable Video Search[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2021, JCR Q1, vol.32, no.4, pp.2441-2454. WOS:000778973700059. EI Accession number: 20213310762010
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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. WOS:000646505100001. EI Accession number: 20200597769
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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, vol.29, no.3, pp.34-46. WOS:000734072400001. EI Accession number: 20220111426427
    [Page]
  • 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. EI Accession number: 20203909218790
    [Page]
  • 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. EI Accession number: 20211210119139
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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[J]. Journal of Biomedical Optics, 2021, 26(3) : 036502, JCR Q2. WOS:000636641800015. EI Accession number: 20211510191188
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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. EI Accession number: 20204109311622
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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. EI Accession number: 20202308776712
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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[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30(4): 929-943, JCR Q1. WOS:000561099300003. EI Accession number: 20201608414474
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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. EI Accession number: 20230436972
    [Page]

    • 专利

    1. 李秀；贾若楠；基于一致性约束建模的强化学习机器人控制方法及系统，中国，ZL202110768179.5
    2. 李秀；贾若楠；减少过估计的模型化强化学习机器人控制方法及系统，中国，ZL202110757340.9
    3. 李秀；杨锐；欧奕旻；严江鹏；一种海面船舶检测方法及系统，中国，ZL202111135426.4
    4. 李秀；许菁；王梦凯；一种基于核主成分分析和LDA的主题分析方法及系统，中国，ZL202110709322.3
    5. 李秀；许菁；一种基于多尺度注意网络的多标签胸部疾病图像分类方法，中国，202110514525.7
    6. 李秀；马露凡；陶佳琪；一种动态分辨率实例分割方法及计算机可读存储介质，中国，202110400888.8
    7. 李秀；宋恺祥；一种基于图像修复技术的弱监督语义分割方法和装置，中国，ZL202010129164.X
    8. 李秀；吕加飞；杨瑞；一种基于强化学习的压水堆堆芯自动控制方法，中国，ZL202110031428.2
    9. 李秀；杨瑞；吕加飞；杨宇；基于动态模型与事后经验回放的多目标机器人控制方法，中国，ZL202011281615.8
    10. 李秀；徐哲；罗凤；马露凡；严江鹏；一种基于循环正则训练的跨模态医学图像配准方法及装置，中国，ZL202010667204.6
    11. 李秀；徐哲；马露凡；罗凤；严江鹏；一种跨模态医学图像配准方法及装置，中国，ZL202010652606.9
    12. 李秀；王亚伟；张明；一种对抗式模仿学习中奖励函数的选择方法，中国，ZL202010323155.4
    13. 李秀；潘昭鸣；一种生成可执行代码的方法及计算机可读存储介质，中国，ZL202010172236.9
    14. 李秀；董九阳；一种共聚焦显微镜的成像方法，中国，ZL202010152737.0
    15. 李秀；段桂春；行人重识别网络搜索方法及行人重识别方法，中国，ZL202010144613.8
    16. 李秀；陈洪鑫；一种基于深度强化学习的视频编码帧内码率控制方法，中国，ZL202010080042.6
    17. 李秀；张凌霄；一种基于树莓派的智能迎宾机器人装置，中国，ZL201922274774.4
    18. 李秀；张凌霄；一种延时照明装置，中国，ZL201922269021.4
    19. 李秀；张凌霄；一种用户行为表征的方法及系统，中国，ZL201911304558.8
    20. 李秀；宋恺祥；适用于2D卷积神经网络的可学习引导滤波模块和方法；中国，ZL201910867312.5
    21. 李秀；严江鹏；一种基于深度学习的欠采样核磁共振图像重建方法；中国，ZL201910784735.0
    22. 李秀；金坤；一种基于深度学习和语义分割的图像检索方法；中国，ZL201810615664.7
    23. 李秀；龙如蛟；一种基于深度网络的使网络注意到数据的重要部分的方法，中国，ZL201810891937.0
    24. 李秀；刘志鑫；门畅；学习行为动态预测方法、装置、设备及存储介质，中国，ZL201811144725.2
    25. 李秀；闫欣伟；一种中文虚假顾客评论识别方法，中国，ZL201510164626.0
    26. 李秀；陈连胜；汤友华；一种克服静止前景运动目标检测的方法，中国，ZL201510548886.8
    27. 李秀；欧阳小刚；陈连胜；宋靖东；一种水下图像并行分割方法及装置，中国，ZL201510221256.X
    28. 李秀；陈连胜；汤友华；一种运动目标检测的方法，中国，ZL201510549568.3
    29. 李秀；宋靖东；黄容生；李静；基于Kepler科学工作流传感网服务组合方法及装置，中国，ZL201510072274.6
    30. 李秀；宋靖东；科学工作流调度处理方法及装置，中国，ZL201410302064.7
    31. 李秀；闫天翔；高福信；余瑾；一种从非关系型数据库到关系型数据库的数据迁移方法，中国，ZL201310443352.X
    32. 李秀；黄容生；郭振华；马辉；用于海底观测网仪器智能配置的云配置方法，中国，ZL201310467742.0

    在研国家级重大科研项目

    1. 国家重点研发计划科技创新2030-“脑科学与脑类研究”重大项目“类脑仿生智能无人系统”项目，课题名称：“非配合异构多智能体类脑学习与博弈理论”。执行期：2022-2026.
    2. 国家重点研发计划科技创新2030-“新一代人工智能”重大项目，课题名称：缺陷甄别技能在线增强与多任务高效迁移（课题编号：2020AAA0108303）。课题负责人：李秀。执行期：2020-2023。
    3. 国家自然科学基金项目，项目名称：水下影像智能处理的关键技术研究 项目负责人：李秀。执行期：2019-2022
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