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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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A Survey of Heterogeneous Transfer Learning

Oct 15, 2023
Runxue Bao, Yiming Sun, Yuhe Gao, Jindong Wang, Qiang Yang, Haifeng Chen, Zhi-Hong Mao, Ye Ye

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ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning

Oct 08, 2023
Wang Lu, Hao Yu, Jindong Wang, Damien Teney, Haohan Wang, Yiqiang Chen, Qiang Yang, Xing Xie, Xiangyang Ji

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A Survey for Federated Learning Evaluations: Goals and Measures

Aug 23, 2023
Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, 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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DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization

Aug 04, 2023
Wang Lu, Jindong Wang, Xinwei Sun, Yiqiang Chen, Xiangyang Ji, Qiang Yang, Xing Xie

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A Survey on Evaluation of Large Language Models

Jul 18, 2023
Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Kaijie Zhu, Hao Chen, Linyi Yang, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, Xing Xie

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