CCDS Journal Articles

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 48
Issue DateTitleAuthor(s)
2024Cross-domain learning framework for tracking users in RIS-aided multi-band ISAC systems with sparse labeled dataHu, Jingzhi; Niyato, Dusit; Luo, Jun
2024Dynamic user clustering for efficient and privacy-preserving federated learningLiu, Ziyao; Guo, Jiale; Yang, Wenzhuo; Fan, Jiani; Lam, Kwok-Yan; Zhao, Jun
 2024Intelligent reflecting surfaces empowered TeraHertz wireless communication: system modeling and performance analysisPremanand, Rithwik; Sharma, Shubha; Vishwakarma, Narendra; Singh, Ranjan; Madhukumar, A. S.
 2024RIS-assisted hybrid FSO/THz system with diversity combining schemes: a performance analysisVishwakarma, Narendra; Swaminathan, R.; Premanand, Rithwik; Sharma, Shubha; Madhukumar, A. S.
2022Exploring public transport transfer opportunities for Pareto search of multicriteria journeysHe, Peilan; Jiang, Guiyuan; Lam, Siew-Kei; Sun, Yidan; Ning, Fangxin
2020A multi-scale attributes attention model for transport mode identificationJiang, Guiyuan; Lam, Siew-Kei; He, Peilan; Ou, Changhai; Ai, Dihao
 2024Achieving 500x acceleration for adversarial robustness verification of tree-based smart grid dynamic security assessmentRen, Chao; Zou, Chunran; Xiong, Zehui; Yu, Han; Dong, Zhao Yang; Dusit, Niyato
2024Subject-independent meta-learning framework towards optimal training of EEG-based classifiersNg, Han Wei; Guan, Cuntai
2023Deep unsupervised representation learning for feature-informed EEG domain extractionNg, Han Wei; Guan, Cuntai
2023Towards fairness-aware federated learningShi, Yuxin; Yu, Han; Leung, Cyril
2022BiG-fed: bilevel optimization enhanced graph-aided federated learningXing, Pengwei; Lu, Songtao; Wu, Lingfei; Yu, Han
2023AI-empowered persuasive video generation: a surveyLiu, Chang; Yu, Han
2023Efficient and privacy-preserving feature importance-based vertical federated learningLi, Anran; Huang, Jiahui; Jia, Ju; Peng, Hongyi; Zhang, Lan; Tuan, Luu Anh; Yu, Han; Li, Xiang-Yang
2024Federated graph neural networks: overview, techniques, and challengesLiu, Rui; Xing, Pengwei; Deng, Zichao; Li, Anran; Guan, Cuntai; Yu, Han
2023Securing federated learning: a covert communication-based approachXie, Yuan-Ai; Kang, Jiawen; Niyato, Dusit; Nguyen, Thi Thanh Van; Nguyen, Cong Luong; Liu, Zhixin; Yu, Han
2022GTG-shapley: efficient and accurate participant contribution evaluation in federated learningLiu, Zelei; Chen, Yuanyuan; Yu, Han; Liu, Yang; Cui, Lizhen
2022Efficient asynchronous multi-participant vertical federated learningShi, Haoran; Xu, Yonghui; Jiang, Yali; Yu, Han; Cui, Lizhen
2021Topology-aware differential privacy for decentralized image classificationGuo, Shangwei; Zhang, Tianwei; Xu, Guowen; Yu, Han; Xiang, Tao; Liu, Yang
2021Byzantine-resilient decentralized stochastic gradient descentGuo, Shangwei; Zhang, Tianwei; Yu, Han; Xie, Xiaofei; Ma, Lei; Xiang, Tao; Liu, Yang
2022Practical attribute reconstruction attack against federated learningChen, Chen; Lyu, Lingjuan; Yu, Han; Chen, Gang
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 48