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Tianyi Chen

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The Efficiency Spectrum of Large Language Models: An Algorithmic Survey

Dec 01, 2023
Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang

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DREAM: Diffusion Rectification and Estimation-Adaptive Models

Nov 30, 2023
Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang

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CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering

Nov 27, 2023
Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang

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LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery

Oct 31, 2023
Tianyi Chen, Tianyu Ding, Badal Yadav, Ilya Zharkov, Luming Liang

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MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning

Jun 27, 2023
Zhehua Zhong, Tianyi Chen, Zhen Wang

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A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition

Jun 06, 2023
Quan Xiao, Songtao Lu, Tianyi Chen

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Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance

May 31, 2023
Lisha Chen, Heshan Fernando, Yiming Ying, Tianyi Chen

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Towards Automatic Neural Architecture Search within General Super-Networks

May 25, 2023
Tianyi Chen, Luming Liang, Tianyu Ding, Ilya Zharkov

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MoDA: Modeling Deformable 3D Objects from Casual Videos

Apr 17, 2023
Chaoyue Song, Tianyi Chen, Yiwen Chen, Jiacheng Wei, Chuan Sheng Foo, Fayao Liu, Guosheng Lin

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