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Yaliang Li

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Less is More: Data Value Estimation for Visual Instruction Tuning

Mar 21, 2024
Zikang Liu, Kun Zhou, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen

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Improving LoRA in Privacy-preserving Federated Learning

Mar 18, 2024
Youbang Sun, Zitao Li, Yaliang Li, Bolin Ding

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ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization

Mar 17, 2024
Mengsha Liu, Daoyuan Chen, Yaliang Li, Guian Fang, Ying Shen

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Unleashing the Potential of Large Language Models as Prompt Optimizers: An Analogical Analysis with Gradient-based Model Optimizers

Feb 27, 2024
Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Siyuan Lu, Yaliang Li, Ji-Rong Wen

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A Bargaining-based Approach for Feature Trading in Vertical Federated Learning

Feb 23, 2024
Yue Cui, Liuyi Yao, Zitao Li, Yaliang Li, Bolin Ding, Xiaofang Zhou

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Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning

Feb 22, 2024
Shen Li, Liuyi Yao, Jinyang Gao, Lan Zhang, Yaliang Li

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AgentScope: A Flexible yet Robust Multi-Agent Platform

Feb 21, 2024
Dawei Gao, Zitao Li, Weirui Kuang, Xuchen Pan, Daoyuan Chen, Zhijian Ma, Bingchen Qian, Liuyi Yao, Lin Zhu, Chen Cheng, Hongzhu Shi, Yaliang Li, Bolin Ding, Jingren Zhou

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On the Convergence of Zeroth-Order Federated Tuning for Large Language Models

Feb 20, 2024
Zhenqing Ling, Daoyuan Chen, Liuyi Yao, Yaliang Li, Ying Shen

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Federated Fine-tuning of Large Language Models under Heterogeneous Language Tasks and Client Resources

Feb 18, 2024
Jiamu Bai, Daoyuan Chen, Bingchen Qian, Liuyi Yao, Yaliang Li

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