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Tianyi Zhou

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Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation

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Apr 19, 2024
Qiang He, Tianyi Zhou, Meng Fang, Setareh Maghsudi

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Simplicity Bias of Transformers to Learn Low Sensitivity Functions

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Mar 11, 2024
Bhavya Vasudeva, Deqing Fu, Tianyi Zhou, Elliott Kau, Youqi Huang, Vatsal Sharan

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Many-Objective Multi-Solution Transport

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Mar 06, 2024
Ziyue Li, Tian Li, Virginia Smith, Jeff Bilmes, Tianyi Zhou

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DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers

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Mar 01, 2024
Xirui Li, Ruochen Wang, Minhao Cheng, Tianyi Zhou, Cho-Jui Hsieh

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Meta-Task Prompting Elicits Embedding from Large Language Models

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Feb 28, 2024
Yibin Lei, Di Wu, Tianyi Zhou, Tao Shen, Yu Cao, Chongyang Tao, Andrew Yates

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Corpus-Steered Query Expansion with Large Language Models

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Feb 28, 2024
Yibin Lei, Yu Cao, Tianyi Zhou, Tao Shen, Andrew Yates

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A Survey on Knowledge Distillation of Large Language Models

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Feb 23, 2024
Xiaohan Xu, Ming Li, Chongyang Tao, Tao Shen, Reynold Cheng, Jinyang Li, Can Xu, Dacheng Tao, Tianyi Zhou

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MuLan: Multimodal-LLM Agent for Progressive Multi-Object Diffusion

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Feb 20, 2024
Sen Li, Ruochen Wang, Cho-Jui Hsieh, Minhao Cheng, Tianyi Zhou

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Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements

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Feb 16, 2024
Ming Li, Jiuhai Chen, Lichang Chen, Tianyi Zhou

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Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning

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Feb 15, 2024
Ming Li, Lichang Chen, Jiuhai Chen, Shwai He, Jiuxiang Gu, Tianyi Zhou

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