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Muhao Chen

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Offset Unlearning for Large Language Models

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Apr 17, 2024
James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen

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Planning and Editing What You Retrieve for Enhanced Tool Learning

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Apr 04, 2024
Tenghao Huang, Dongwon Jung, Muhao Chen

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Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors

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Apr 02, 2024
Victoria Graf, Qin Liu, Muhao Chen

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Monotonic Paraphrasing Improves Generalization of Language Model Prompting

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Mar 24, 2024
Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen

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Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging

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Mar 20, 2024
Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu Wei, Tristan Naumann, Muhao Chen, Matthew P. Lungren, Serena Yeung-Levy, Curtis P. Langlotz, Sheng Wang, Hoifung Poon

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AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

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Mar 14, 2024
Yu Wang, Xiaogeng Liu, Yu Li, Muhao Chen, Chaowei Xiao

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X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification

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Mar 06, 2024
Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin

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Mitigating Fine-tuning Jailbreak Attack with Backdoor Enhanced Alignment

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Feb 27, 2024
Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Junjie Hu, Yixuan Li, Patrick McDaniel, Muhao Chen, Bo Li, Chaowei Xiao

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Contrastive Instruction Tuning

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Feb 17, 2024
Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen

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Privacy-Preserving Language Model Inference with Instance Obfuscation

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Feb 13, 2024
Yixiang Yao, Fei Wang, Srivatsan Ravi, Muhao Chen

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