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成果产出

SCI检索期刊论文：

  • 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, DOI: 10.1109/TNNLS.2023.3315307
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  • 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
    [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
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  • 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.
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  • 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.
    [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.
    [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.
    [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.
    [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.
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  • 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.
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  • 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.
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  • 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.
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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.
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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.
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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;
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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, vol.32, no.4, pp.2441-2454. WOS:000778973700059;
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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
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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.
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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
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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
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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
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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;
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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;
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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;
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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
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    • 会议论文：

  • Hantao Zhou, Runze Hu, Xiu Li. Video Object Segmentation with Dynamic Query Modulation[C] In Proceedings of the 2024 IEEE International Conference on Multimedia and Expo (ICME-24). IEEE, 2024.
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  • Ronghui Li, YuXiang Zhang, Yachao Zhang, Hongwen Zhang, Jie Guo, Yan Zhang, Yebin Liu, Xiu Li. Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives[C]. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-24), 2024.
    [Page] [Code] [Data]
  • Kai Yang, Jian Tao, Jiafei Lyu, Chunjiang Ge, Qimai Li, Jiaxin Chen, Weihan Shen, Xiaolong Zhu, Xiu Li. Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model[C]. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-24), 2024.
    [Page] [Code] [Data]
  • Yicheng Xiao, Zhuoyan Luo, Yong Liu, Yue Ma, Hengwei Bian, Yatai Ji, Yujiu Yang, Xiu Li. Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection[C]. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-24), 2024.
    [Page] [Code] [Data]
  • Ronghui Li, Yuqin Dai, Yachao Zhang, Jun Li, Jian Yang, Jie Guo, Xiu Li. Exploring Multi-Modal Control in Music-Driven Dance Generation[C]. In Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP-24).
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  • Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Xiu Li, et al. SEABO: A Simple Search-Based Method for Offline Imitation Learning[C]. In Proceedings of the International Conference on Learning Representations (ICLR-24), 2024.
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  • Chunming He, Kai Li, Yachao Zhang, Yulun Zhang, Zhenhua Guo, Xiu Li, et al. Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects[C]. In Proceedings of the International Conference on Learning Representations (ICLR-24), 2024.
    [Page] [Code]
  • Yachao Zhang, Runze Hu, Ronghui Li, Yanyun Qu, Yuan Xie, Xiu Li. Cross-Modal Match for Language Conditioned 3D Object Grounding[C]. In Proceedings of the Association for the Advance of Artificial Intelligence (AAAI-24), 2024.
  • Yue Ma, Yingqing He, Xiaodong Cun, Xintao Wang, Siran Chen, Ying Shan, Xiu Li, et al. Follow Your Pose: Pose-Guided Text-to-Video Generation using Pose-Free Videos[C]. In Proceedings of the Association for the Advance of Artificial Intelligence (AAAI-24), 2024.
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  • Zunnan Xu, Yachao Zhang, Sicheng Yang, Ronghui Li, Xiu Li. Chain of Generation: Multi-Modal Gesture Synthesis via Cascaded Conditional Control[C]. In Proceedings of the Association for the Advance of Artificial Intelligence (AAAI-24), 2024.
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  • C Meng, H Zhang, W Guo, H Guo, H Liu, Y Zhang, H Zheng, R Tang, X Li, et al. Hierarchical Projection Enhanced Multi-Behavior Recommendation[C]. In Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD-23), 2023: 4649-4660.
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  • Chang Meng, Chenhao Zhai, Yu Yang, Hengyu Zhang, Xiu Li. Parallel Knowledge Enhancement based Framework for Multi-behavior Recommendation[C]. In Proceedings of the ACM International Conference on Information & Knowledge Management (CIKM-23), 2023: 4649-4660.
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  • C He, K Li, Y Zhang, L Tang, Y Zhang, X Li. Camouflaged object detection with feature decomposition and edge reconstruction[C]. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-23), 2023: 22046-22055.
    [Page] [Code] [Data]
  • C He, K Li, Y Zhang, L Tang, Y Zhang, Z Guo, X Li. Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping[C]. Advances in Neural Information Processing Systems (NeurIPS-23), 2023.
    [Page] [Code] [Data]
  • C He, K Li, G Xu, Y Zhang, R Hu, Z Guo, X Li. Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion[C]. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV-23), 2023: 12611-12621.
    [Page] [Code] [Data] [Demo]
  • Rui Yang, Lin Song, Yixiao Ge, Xiu Li. BoxSnake: Polygonal Instance Segmentation with Box Supervision[C]. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV-23), 2023: 2303.11630.
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  • Yicheng Xiao, Yue Ma, Shuyan Li, Hantao Zhou, Ran Liao, Xiu Li. SemanticAC: Semantics-Assisted Framework for Audio Classification[C]. In Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP-23).
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  • L Tang, K Li, C He, Y Zhang, X Li. Consistency Regularization for Generalizable Source-free Domain Adaptation[C]. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV-23), 2023: 4323-4333.
    [Page] [Code] [Data]
  • Ronghui Li, Junfan Zhao, Yachao Zhang, Mingyang Su, Zeping Ren, Han Zhang, Yansong Tang, Xiu Li. FineDance: A Fine-grained Choreography Dataset for 3D Full Body Dance Generation[C]. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV-23), 2023.
    [Page] [Code] [Data] [Demo]
  • Y Tang, J Liu, A Liu, B Yang, W Dai, Y Rao, J Lu, J Zhou, X Li. Flag3d: A 3d fitness activity dataset with language instruction[C]. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-23), 2023: 22106-22117.
    [Page] [Demo]
  • W Li, X Huang, Z Zhu, Y Tang, X Li, J Zhou, J Lu. Ordinalclip: Learning rank prompts for language-guided ordinal regression[C]. Advances in Neural Information Processing Systems (NeurIPS-22), 2022, 35: 35313-35325.
    [Page] [Code] [Data]
  • J Lyu, X Ma, X Li, Z Lu. Mildly conservative Q-learning for offline reinforcement learning[C]. Advances in Neural Information Processing Systems (NeurIPS-22), 2022, 35: 1711-1724.
    [Page] [Code]
  • J Lyu, X Li, Z Lu. Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based Imagination[C]. Advances in Neural Information Processing Systems (NeurIPS-22), 2022, 35: 38218-38231.
    [Page] [Code]
  • R Yang, H Ma, J Wu, Y Tang, X Xiao, M Zheng, X Li. Scalablevit: Rethinking the context-oriented generalization of vision transformer[C]. European Conference on Computer Vision (ECCV-22), 2022: 480-496.
    [Page] [Code]
  • Z Chen, C Wang, H Zhao, B Yuan, X Li. D2Animator: Dual Distillation of StyleGAN For High-Resolution Face Animation[C]. In Proceedings of the 30th ACM International Conference on Multimedia (ACM MM-22), 2022: 1769-1778.
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  • Y Ma, Y Wang, Y Wu, Z Lyu, S Chen, X Li, Y Qiao. Visual knowledge graph for human action reasoning in videos[C]. In Proceedings of the 30th ACM International Conference on Multimedia (ACM MM-22), 2022: 4132-4141.
    [Page] [Code]
  • H Zhang, E Yuan, W Guo, Z He, J Qin, H Guo, B Chen, X Li, R Tang. Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks[C]. In Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM-22), 2022: 2549-2558.
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  • R Yang, Y Lu, W Li, H Sun, M Fang, Y Du, X Li, et al. Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL[C]. In Proceedings of the International Conference on Learning Representations (ICLR-22), 2022.
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  • Lyu, J., Ma, X., Yan, J., Li, X. Efficient continuous control with double actors and regularized critics. [C] In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-22), 2022.
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  • Li, S., Li, X., Lu, J., & Zhou, J. Self-supervised video hashing via bidirectional transformers. [C] In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-21) 2021:13549-13558.
    [Page] [Code] [Data]
  • Wang Z, Zhou L, Wang L, Li X. A Self-boosting Framework for Automated Radiographic Report Generation. [C] In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-21), 2021, 2433-2442.
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  • Ma, L., Wang, T., Dong, B., Yan, J., Li, X., Zhang, X. Implicit Feature Refinement for Instance Segmentation. [C] In Proceedings of the 29th ACM International Conference on Multimedia (ACMMM-21) 2021, 3088-3096.
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  • Xu, Z, Lu D, Wang Y, Luo J, Jayender J, Ma K, Zheng Y, Li X. Noisy labels are treasure: mean-teacher-assisted confident learning for hepatic vessel segmentation. [C] In Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI-21), 2021, 3-13.
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  • J Yan, H Chen, K Wang, Y Ji, Y Zhu, J Li, D Xie, Z Xu, J Huang, S Cheng, X Li, J Yao, Hierarchical attention guided framework for multi-resolution collaborative whole slide image segmentation[C]. In Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI-21), 2021: 153-163.
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  • Yu B, Li W, Li X, et al. Frequency-aware spatiotemporal transformers for video inpainting detection. [C] In Proceedings of the IEEE International Conference on Computer Vision (ICCV-21). 2021: 8188-8197.
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  • Xu Z, Yan J, Luo J, Li X, et al. Unsupervised multimodal image registration with adaptative gradient guidance[C] In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-21). IEEE, 2021: 1225-1229.
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  • Ma L, Dong B, Yan J, et al. Matting enhanced mask R-CNN[C] In Proceedings of the 2021 IEEE International Conference on Multimedia and Expo (ICME-21). IEEE, 2021: 1-6.
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  • Xu Z, Luo J, Yan J, Li X，et al. Adversarial uni-and multi-modal stream networks for multimodal image registration. [C] In Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI-20). 2020: 222-232.
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    • 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；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
    5. 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
    6. 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
    7. 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
    8. 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
    9. 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
    10. 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
    11. 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
    12. 李秀；闫欣伟；一种中文虚假顾客评论识别方法，中国，ZL201510164626.0
    13. 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
    14. 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
    15. 李秀；陈连胜；汤友华；一种运动目标检测的方法，中国，ZL201510549568.3
    16. 李秀；宋靖东；科学工作流调度处理方法及装置，中国，ZL201410302064.7
    17. 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
    18. 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