Publications

Unsupervised Domain Adaptation for Gesture Identification against Electrode Shift PDF Cite Code
IEEE Transactions on Human-Machine Systems 2022
Patrick Chan, Qiuxia Li, Yingfeng Fang, Linyi Xu, Kairu Li, Honghai Liu, Daniel S. Yeung
Domain Adaptation Gesture Recognition Human-Computer Interaction
Progressive editing with stacked Generative Adversarial Network for multiple facial attribute editing Cite
Computer Vision and Image Understanding 2022
Patrick Chan, Xiaotian Wang, Zhe Lin, Daniel S. Yeung
Computer Vision GAN Facial Attribute Editing
A concealed poisoning attack to reduce deep neural networks' robustness against adversarial samples
Information Sciences, 758-773 2022
Junhao Zheng, Patrick Chan, Huiyang Chi, Zhimin He
Trustworthy AI Poisoning Attack Adversarial Learning Robust Machine Learning
Weakly Supervised Semantic Segmentation with Patch-Based Metric Learning Enhancement Cite
ICANN 2021 2021
Patrick Chan, Keke Chen, Linyi Xu, Xiaoman Hu, Daniel S. Yeung
Computer Vision Semantic Segmentation Weakly Supervised Learning Metric Learning
Transfer learning based countermeasure against label flipping poisoning attack
Information Sciences, 548, 450-460 2021
Patrick Chan, Fengzhi Luo, Zitong Chen, Ying Shu, Daniel S. Yeung
Trustworthy AI Poisoning Attack Transfer Learning Robust Machine Learning
Robustness analysis of classical and fuzzy decision trees under adversarial evasion attack
Applied Soft Computing, 107 2021
Patrick Chan, Juan Zheng, Han Liu, Eric C. C. Tsang, Daniel S. Yeung
Trustworthy AI Robust Machine Learning Evasion Attack Fuzzy Decision Tree
Dynamic fusion for ensemble of deep Q-network
International Journal of Machine Learning and Cybernetics, 12(4), 1031-1040 2021
Patrick Chan, Meng Xiao, Xinran Qin, Natasha Kees
Reinforcement Learning Deep Q-Network
Distribution-based Adversarial Filter Feature Selection against Evasion Attack
IJCNN 2021 2021
Patrick Chan, YuanChao Liang, Fei Zhang, Daniel S. Yeung
Trustworthy AI Adversarial Learning Feature Selection Evasion Attack
Class-Specific Affinity based Weakly Supervised Semantic Segmentation with Neutral Region Exploration
IJCNN 2021 2021
Keke Chen, Patrick Chan, Tianyi Xiang, Natasha Kees, Daniel S. Yeung
Computer Vision Semantic Segmentation Weakly Supervised Learning Metric Learning