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学术论文（2016-至今）
  1. Xiong, Nuoye; Wang, Ning; Li, Hongsheng; Zhu, Guangming; Zhang, Liang; Shah, Syed Afaq Ali; Bennamoun, Mohammed. Enhancing object recognition: The role of object knowledge decomposition and component-labeled datasets. Neurocomputing, 2025.      
  2. Li, Johann; Zhu, Guangming; Hua, Cong; Feng, Mingtao; Bennamoun, Basheer; Li, Ping; Lu, Xiaoyuan; Song, Juan; Shen, Peiyi; Xu, Xu; Mei, Lin; Zhang, Liang; Shah, Syed Afaq Ali; Bennamoun, Mohammed. A Systematic Collection of Medical Image Datasets for Deep Learning. ACM Computing Surveys (中科院I区，高被引), 2024, 56(5).
  3. Li, Hongsheng; Zhu, Guangming; Zhang, Liang; Jiang, Youliang; Dang, Yixuan; Hou, Haoran; Shen, Peiyi; Zhao, Xia; Shah, Syed Afaq Ali; Bennamoun, Mohammed. Scene Graph Generation: A comprehensive survey. Neurocomputing, 2024.        
  4. Zhu, Guangming; Wang, Siyuan; Wu, Tianci; Zhang, Liang. Enhance Sketch Recognition's Explainability via Semantic Component-Level Parsing. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI, CCF-A), 2024, p7731-7738.
  5. Wang, Qi; Xu, Zhou; Lin, Yuming; Ye, Jingtao; Li, Hongsheng; Zhu, Guangming; Shah, Syed Afaq Ali; Bennamoun, Mohammed; Zhang, Liang. DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition. European Conference on Computer Vision (ECCV, CCF-B), 2024.            
  6. Wang, Ning; Zhu, Guangming; Li, H.S.; Zhang, Liang; Ali Shah, Syed Afaq; Bennamoun, Mohammed. Language Model Guided Interpretable Video Action Reasoning. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A), 2024, p18878-18887.
  7. Wang, Ning; Zhu, Guangming; Li, Hongsheng; Feng, Mingtao; Zhao, Xia; Ni, Lan; Shen, Peiyi; Mei, Lin; Zhang, Liang. Exploring Spatio-Temporal Graph Convolution for Video-Based Human-Object Interaction Recognition. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT, 中科院I区), 2023, 33(10), p5814-5827.
  8. Gu, Jiaming; Jiang, Minchao; Li, Hongsheng; Lu, Xiaoyuan; Zhu, Guangming; Ali Shah, Syed Afaq; Zhang, Liang; Bennamoun, Mohammed. UE4-NeRF:Neural Radiance Field for Real-Time Rendering of Large-Scale Scene. Advances in Neural Information Processing Systems (NeurIPS, CCF-A), 2023.
  9. Zhu, Guangming; Wang, Siyuan; Cheng, Qing; Wu, Kelong; Li, Hao; Zhang, Liang. Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition. Proceedings of the 31st ACM International Conference on Multimedia (ACMMM, CCF-A), 2023, p1055-1065.
  10. Zhang, Liang; Li, Johann; Li, Ping; Lu, Xiaoyuan; Gong, Maoguo; Shen, Peiyi; Zhu, Guangming; Shah, Syed Afaq; Bennamoun, Mohammed; Qian, Kun; Schuller, Björn W. MEDAS: an open-source platform as a service to help break the walls between medicine and informatics. Neural Computing and Applications, 2022, 34(8), p6547-6567.
  11. Li, Hongsheng; Zhu, Guangming; Zhen, Wu; Ni, Lan; Shen, Peiyi; Zhang, Liang; Wang, Ning; Hua, Cong. Spatial Parsing and Dynamic Temporal Pooling networks for Human-Object Interaction detection. Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2022.
  12. Fan, Zhonghao; Li, Johann; Zhang, Liang; Zhu, Guangming; Li, Ping; Lu, Xiaoyuan; Shen, Peiyi; Shah, Syed Afaq Ali; Bennamoun, Mohammed; Hua, Tao; Wei, Wei. U-net based analysis of MRI for Alzheimer’s disease diagnosis. Neural Computing and Applications, 2021, 33(20), p13587-13599.
  13. Wang, Ning; Zhu, Guangming; Zhang, Liang; Shen, Peiyi; Li, Hongsheng; Hua, Cong. Spatio-Temporal Interaction Graph Parsing Networks for Human-Object Interaction Recognition. Proceedings of the 29th ACM International Conference on Multimedia (ACMMM, CCF-A), 2021, p4985-4993.
  14. Zhu, Guangming; Zhang, Liang; Yang, Lu; Mei, Lin; Shah, Syed Afaq Ali; Bennamoun, Mohammed; Shen, Peiyi. Redundancy and Attention in Convolutional LSTM for Gesture Recognition. IEEE Transactions on Neural Networks and Learning Systems (TNNLS, 中科院I区), 2020, 31(4), p1323-1335.
  15. Zhang, Liang; Zhang, Jiaming; Shen, Peiyi; Zhu, Guangming; Li, Ping; Lu, Xiaoyuan; Zhang, Huan; Shah, Syed Afaq; Bennamoun, Mohammed. Block Level Skip Connections across Cascaded V-Net for Multi-Organ Segmentation. IEEE Transactions on Medical Imaging (TMI, 中科院I区), 2020, 39(9), p2782-2793.
  16. Zhu, Guangming; Zhang, Liang; Li, Hongsheng; Shen, Peiyi; Shah, Syed Afaq Ali; Bennamoun, Mohammed. Topology-learnable graph convolution for skeleton-based action recognition. Pattern Recognition Letters, 2020, 135, p286-292.
  17. Zhang, Liang; Wang, Xudong; Li, Hongsheng; Zhu, Guangming; Shen, Peiyi; Li, Ping; Lu, Xiaoyuan; Shah, Syed Afaq Ali; Bennamoun, Mohammed. Structure-Feature based Graph Self-adaptive Pooling. Proceedings of the World Wide Web Conference (WWW, CCF-A), 2020, p3098-3104.
  18. Zhu, Guangming; Yang, Lu; Zhang, Liang; Shen, Peiyi; Song, Juan. Recurrent graph convolutional networks for skeleton-based action recognition. International Conference on Pattern Recognition (ICPR), 2020, p1352-1359.
  19. Li, Hongsheng; Zhu, Guangming; Zhang, Liang; Song, Juan; Shen, Peiyi. Graph-Temporal LSTM Networks for Skeleton-Based Action Recognition. Lecture Notes in Computer Science, 2020, v12306, p480-491.
  20. Zhu, Guangming; Zhang, Liang; Shen, Peiyi; Song, Juan; Shah, Syed Afaq Ali; Bennamoun, Mohammed. Continuous gesture segmentation and recognition using 3dcnn and convolutional lstm. IEEE Transactions on Multimedia (TMM, 中科院I区), 2019, 21(4), p1011-1021.
  21. Zhang, Liang; Zhu, Guangming; Mei, Lin; Shen, Peiyi; Shah, Syed Afaq Ali; Bennamoun, Mohammed. Attention in convolutional LSTM for gesture recognition. Advances in Neural Information Processing Systems (NIPS, CCF-A), 2018, p1953-1962.
  22. Zhang, Liang; Zhu, Guangming; Shen, Peiyi; Song, Juan; Shah, Syed Afaq; Bennamoun, Mohammed. Learning spatiotemporal features using 3DCNN and convolutional LSTM for gesture recognition. IEEE International Conference on Computer Vision Workshops (ICCVW, CCF-A), 2017, p3120-3128.
  23. Zhu, Guangming; Zhang, Liang; Mei, Lin; Shao, Jie; Juan, Song; Shen, Peiyi. Large-scale Isolated Gesture Recognition using pyramidal 3D convolutional networks. International Conference on Pattern Recognition (ICPR), 2016, p19-24.
  24. Zhu, Guangming; Zhang, Liang; Shen, Peiyi; Song, Juan. Human action recognition using multi-layer codebooks of key poses and atomic motions. Signal Processing: Image Communication, 2016, 42, p19-30.
     
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