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Wenhan Xia

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Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges

Mar 05, 2024
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty

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Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning

Jan 08, 2024
Wenhan Xia, Chengwei Qin, Elad Hazan

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Improving In-context Learning via Bidirectional Alignment

Dec 28, 2023
Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty

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Online Learning for Obstacle Avoidance

Jun 14, 2023
David Snyder, Meghan Booker, Nathaniel Simon, Wenhan Xia, Daniel Suo, Elad Hazan, Anirudha Majumdar

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Online Nonstochastic Model-Free Reinforcement Learning

May 27, 2023
Udaya Ghai, Arushi Gupta, Wenhan Xia, Karan Singh, Elad Hazan

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Adaptive Gradient Methods with Local Guarantees

Mar 05, 2022
Zhou Lu, Wenhan Xia, Sanjeev Arora, Elad Hazan

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Fully Dynamic Inference with Deep Neural Networks

Jul 29, 2020
Wenhan Xia, Hongxu Yin, Xiaoliang Dai, Niraj K. Jha

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Efficient Synthesis of Compact Deep Neural Networks

Apr 18, 2020
Wenhan Xia, Hongxu Yin, Niraj K. Jha

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