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Huishuai Zhang

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xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token

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May 22, 2024
Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao

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©Plug-in Authorization for Human Content Copyright Protection in Text-to-Image Model

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Apr 18, 2024
Chao Zhou, Huishuai Zhang, Jiang Bian, Weiming Zhang, Nenghai Yu

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On the Convergence of Adam under Non-uniform Smoothness: Separability from SGDM and Beyond

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Mar 22, 2024
Bohan Wang, Huishuai Zhang, Qi Meng, Ruoyu Sun, Zhi-Ming Ma, Wei Chen

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Differentially Private Synthetic Data via Foundation Model APIs 2: Text

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Mar 04, 2024
Chulin Xie, Zinan Lin, Arturs Backurs, Sivakanth Gopi, Da Yu, Huseyin A Inan, Harsha Nori, Haotian Jiang, Huishuai Zhang, Yin Tat Lee, Bo Li, Sergey Yekhanin

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Exploring Transferability for Randomized Smoothing

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Dec 14, 2023
Kai Qiu, Huishuai Zhang, Zhirong Wu, Stephen Lin

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Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study

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Nov 25, 2023
Prin Phunyaphibarn, Junghyun Lee, Bohan Wang, Huishuai Zhang, Chulhee Yun

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On the Generalization Properties of Diffusion Models

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Nov 14, 2023
Puheng Li, Zhong Li, Huishuai Zhang, Jiang Bian

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FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning

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Nov 01, 2023
Kun Song, Huimin Ma, Bochao Zou, Huishuai Zhang, Weiran Huang

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Closing the Gap Between the Upper Bound and the Lower Bound of Adam's Iteration Complexity

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Oct 27, 2023
Bohan Wang, Jingwen Fu, Huishuai Zhang, Nanning Zheng, Wei Chen

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DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation

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Jul 28, 2023
Kaipeng Zheng, Huishuai Zhang, Weiran Huang

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