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Tianyi Chen

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Optimistic Safety for Linearly-Constrained Online Convex Optimization

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Mar 09, 2024
Spencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh

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Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF

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Feb 10, 2024
Han Shen, Zhuoran Yang, Tianyi Chen

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DistiLLM: Towards Streamlined Distillation for Large Language Models

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Feb 06, 2024
Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun

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Enhancing In-context Learning via Linear Probe Calibration

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Jan 22, 2024
Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen

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Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization

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Jan 13, 2024
A F M Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen

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Uncertainty Quantification on Clinical Trial Outcome Prediction

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Jan 07, 2024
Tianyi Chen, Nan Hao, Yingzhou Lu, Capucine Van Rechem

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OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators

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Dec 15, 2023
Tianyi Chen, Tianyu Ding, Zhihui Zhu, Zeyu Chen, HsiangTao Wu, Ilya Zharkov, Luming Liang

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Enhancing Robot Program Synthesis Through Environmental Context

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Dec 13, 2023
Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng

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AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing

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Dec 06, 2023
Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin

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