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Zhen Qin

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LiPO: Listwise Preference Optimization through Learning-to-Rank

Feb 02, 2024
Tianqi Liu, Zhen Qin, Junru Wu, Jiaming Shen, Misha Khalman, Rishabh Joshi, Yao Zhao, Mohammad Saleh, Simon Baumgartner, Jialu Liu, Peter J. Liu, Xuanhui Wang

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CO2: Efficient Distributed Training with Full Communication-Computation Overlap

Jan 29, 2024
Weigao Sun, Zhen Qin, Weixuan Sun, Shidi Li, Dong Li, Xuyang Shen, Yu Qiao, Yiran Zhong

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Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models

Jan 15, 2024
Zhen Qin, Weigao Sun, Dong Li, Xuyang Shen, Weixuan Sun, Yiran Zhong

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Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery

Jan 05, 2024
Zhen Qin, Michael B. Wakin, Zhihui Zhu

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Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes

Dec 26, 2023
Zhen Qin, Daoyuan Chen, Bingchen Qian, Bolin Ding, Yaliang Li, Shuiguang Deng

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MACE: A Multi-pattern Accommodated and Efficient Anomaly Detection Method in the Frequency Domain

Nov 26, 2023
Feiyi Chen, Yingying zhang, Zhen Qin, Lunting Fan, Renhe Jiang, Yuxuan Liang, Qingsong Wen, Shuiguang Deng

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Convergence Analysis for Learning Orthonormal Deep Linear Neural Networks

Nov 24, 2023
Zhen Qin, Xuwei Tan, Zhihui Zhu

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Generate, Filter, and Fuse: Query Expansion via Multi-Step Keyword Generation for Zero-Shot Neural Rankers

Nov 15, 2023
Minghan Li, Honglei Zhuang, Kai Hui, Zhen Qin, Jimmy Lin, Rolf Jagerman, Xuanhui Wang, Michael Bendersky

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Accelerating Toeplitz Neural Network with Constant-time Inference Complexity

Nov 15, 2023
Zhen Qin, Yiran Zhong

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On What Basis? Predicting Text Preference Via Structured Comparative Reasoning

Nov 14, 2023
Jing Nathan Yan, Tianqi Liu, Justin T Chiu, Jiaming Shen, Zhen Qin, Yue Yu, Yao Zhao, Charu Lakshmanan, Yair Kurzion, Alexander M. Rush, Jialu Liu, Michael Bendersky

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