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Qiang Yang

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WeBank, China, Hong Kong University of Science and Technology, China

Evaluating Membership Inference Attacks and Defenses in Federated Learning

Feb 09, 2024
Gongxi Zhu, Donghao Li, Hanlin Gu, Yuxing Han, Yuan Yao, Lixin Fan, Qiang Yang

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Decentralized Federated Learning: A Survey on Security and Privacy

Jan 25, 2024
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang

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A Survey on Cross-Domain Sequential Recommendation

Jan 19, 2024
Shu Chen, Zitao Xu, Weike Pan, Qiang Yang, Zhong Ming

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A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning

Dec 27, 2023
Hanlin Gu, Xinyuan Zhao, Yuxing Han, Yan Kang, Lixin Fan, Qiang Yang

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The Good, The Bad, and Why: Unveiling Emotions in Generative AI

Dec 19, 2023
Cheng Li, Jindong Wang, Yixuan Zhang, Kaijie Zhu, Xinyi Wang, Wenxin Hou, Jianxun Lian, Fang Luo, Qiang Yang, Xing Xie

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A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting

Dec 08, 2023
Jinjing Zhu, Feiyang Ye, Qiao Xiao, Pengxin Guo, Yu Zhang, Qiang Yang

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Grounding Foundation Models through Federated Transfer Learning: A General Framework

Dec 05, 2023
Yan Kang, Tao Fan, Hanlin Gu, Lixin Fan, Qiang Yang

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Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark

Nov 12, 2023
Wenke Huang, Mang Ye, Zekun Shi, Guancheng Wan, He Li, Bo Du, Qiang Yang

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