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Aston Zhang

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Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

Feb 15, 2023
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang

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Multimodal Chain-of-Thought Reasoning in Language Models

Feb 09, 2023
Zhuosheng Zhang, Aston Zhang, Mu Li, Hai Zhao, George Karypis, Alex Smola

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AIM: Adapting Image Models for Efficient Video Action Recognition

Feb 06, 2023
Taojiannan Yang, Yi Zhu, Yusheng Xie, Aston Zhang, Chen Chen, Mu Li

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Parameter-Efficient Fine-Tuning Design Spaces

Jan 04, 2023
Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang

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Learning Multimodal Data Augmentation in Feature Space

Dec 29, 2022
Zichang Liu, Zhiqiang Tang, Xingjian Shi, Aston Zhang, Mu Li, Anshumali Shrivastava, Andrew Gordon Wilson

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SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning

Dec 21, 2022
M Saiful Bari, Aston Zhang, Shuai Zheng, Xingjian Shi, Yi Zhu, Shafiq Joty, Mu Li

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SMILE: Scaling Mixture-of-Experts with Efficient Bi-level Routing

Dec 10, 2022
Chaoyang He, Shuai Zheng, Aston Zhang, George Karypis, Trishul Chilimbi, Mahdi Soltanolkotabi, Salman Avestimehr

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Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork

Oct 12, 2022
Haotao Wang, Junyuan Hong, Aston Zhang, Jiayu Zhou, Zhangyang Wang

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