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Yan Kang

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WeBank, China

UMAIR-FPS: User-aware Multi-modal Animation Illustration Recommendation Fusion with Painting Style

Feb 16, 2024
Yan Kang, Hao Lin, Mingjian Yang, Shin-Jye Lee

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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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Quantitative perfusion maps using a novelty spatiotemporal convolutional neural network

Dec 08, 2023
Anbo Cao, Pin-Yu Le, Zhonghui Qie, Haseeb Hassan, Yingwei Guo, Asim Zaman, Jiaxi Lu, Xueqiang Zeng, Huihui Yang, Xiaoqiang Miao, Taiyu Han, Guangtao Huang, Yan Kang, Yu Luo, Jia Guo

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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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Privacy in Large Language Models: Attacks, Defenses and Future Directions

Oct 16, 2023
Haoran Li, Yulin Chen, Jinglong Luo, Yan Kang, Xiaojin Zhang, Qi Hu, Chunkit Chan, Yangqiu Song

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FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models

Oct 16, 2023
Tao Fan, Yan Kang, Guoqiang Ma, Weijing Chen, Wenbin Wei, Lixin Fan, Qiang Yang

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SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning

Aug 08, 2023
Ziyao Ren, Yan Kang, Lixin Fan, Linghua Yang, Yongxin Tong, Qiang Yang

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A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning

Jun 01, 2023
Xiaojin Zhang, Yan Kang, Lixin Fan, Kai Chen, Qiang Yang

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