成果

2022

  1. # (CCF-B)
    An Efficient Deep Learning Approach To IoT Intrusion Detection
    Cao Jin, Lin Liwei, Ma Ruhui, Guan Haibing, Tian Mengke, and Wang Yong
    The Computer Journal 2022
  2. TCBB (CCF-B)
    Perceptual Data Augmentation for Biomedical Coronary Vessel Segmentation
    Ma Yuxin, Wang Shuo, Hua Yang, Ma Ruhui, Song Tao, Xue Zhengui, Cao Heng, and Guan Haibing
    IEEE/ACM Transactions on Computational Biology and Bioinformatics 2022
  3. TDS
    Hierarchical Satellite System Graph for Approximate Nearest Neighbor Search on Big Data
    Zhang Jiaru, Ma Ruhui, Song Tao, Hua Yang, Xue Zhengui, Guan Chenyang, and Guan Haibing
    ACM/IMS Transactions on Data Science (TDS) 2022
  4. TOMM (CCF-B)
    Robust Searching-based Gradient Collaborative Management in Intelligent Transportation System
    Shi Hongjian, Wang Hao, Ma Ruhui, Hua Yang, Song Tao, Gao Honghao, and Guan Haibing
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 2022

2021

  1. SoCC (CCF-B)
    Siren: Byzantine-robust Federated Learning via Proactive Alarming
    Guo Hanxi, Wang Hao, Song Tao, Hua Yang, Lv Zhangcheng, Jin Xiulang, Xue Zhengui, Ma Ruhui, and Guan Haibing
    In Proceedings of the ACM Symposium on Cloud Computing 2021
  2. IJCAI (CCF-A)
    Themis: A Fair Evaluation Platform for Computer Vision Competitions
    Cai Zinuo, Yuan Jianyong, Hua Yang, Song Tao, Wang Hao, Xue Zhengui, Hu Ningxin, Ding Jonathan, Ma Ruhui, Haghighat Mohammad Reza, and Guan Haibing
    In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence 2021
  3. CISP-BMEI
    Positional Mask Attention for Video Sequence Modeling
    Wang Jiaxuan, Wang Chaoyi, Hua Yang, Song Tao, Xue Zhengui, Ma Ruhui, and Guan Haibing
    In 2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics 2021
  4. ICIP (CCF-C)
    Fast and Accurate Scene Parsing via Bi-Direction Alignment Networks
    Wu Yanran, Li Xiangtai, Shi Chen, Tong Yunhai, Hua Yang, Song Tao, Ma Ruhui, and Guan Haibing
    In 2021 IEEE International Conference on Image Processing 2021
  5. IEEE Network (CCF-A)
    SpaceDML: Enabling Distributed Machine Learning in Space Information Networks
    Guo Hanxi, Yang Qing, Wang Hao, Hua Yang, Song Tao, Ma Ruhui, and Guan Haibing
    IEEE Network 2021
  6. CVPR (CCF-A)
    Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization
    Zhang Jiaru, Hua Yang, Xue Zhengui, Song Tao, Zheng Chengyu, Ma Ruhui, and Guan Haibing
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2021
  7. ICCV (CCF-A)
    Self-Supervised Vessel Segmentation via Adversarial Learning
    Ma Yuxin, Hua Yang, Deng Hanming, Song Tao, Wang Hao, Xue Zhengui, Cao Heng, Ma Ruhui, and Guan Haibing
    In Proceedings of the IEEE/CVF International Conference on Computer Vision 2021

2020

  1. ECCV (CCF-B)
    Dual adversarial network for deep active learning
    Wang Shuo, Li Yuexiang, Ma Kai, Ma Ruhui, Guan Haibing, and Zheng Yefeng
    In European Conference on Computer Vision 2020
  2. AAAI (CCF-A)
    Reinforcing Neural Network Stability with Attractor Dynamics
    Deng Hanming, Hua Yang, Song Tao, Xue Zhengui, Ma Ruhui, Robertson Neil, and Guan Haibing
    In Proceedings of the AAAI Conference on Artificial Intelligence 2020

2019

  1. ACM MM (CCF-A)
    Unsupervised video summarization with attentive conditional generative adversarial networks
    He Xufeng, Hua Yang, Song Tao, Zhang Zongpu, Xue Zhengui, Ma Ruhui, Robertson Neil, and Guan Haibing
    In Proceedings of the 27th ACM International Conference on multimedia 2019