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Lixin Fan

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WeBank, China

FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning

Feb 26, 2024
Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li

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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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Reconstructing Close Human Interactions from Multiple Views

Jan 29, 2024
Qing Shuai, Zhiyuan Yu, Zhize Zhou, Lixin Fan, Haijun Yang, Can Yang, Xiaowei Zhou

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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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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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A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models

Oct 24, 2023
Yuanfeng Song, Yuanqin He, Xuefang Zhao, Hanlin Gu, Di Jiang, Haijun Yang, Lixin Fan, Qiang Yang

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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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