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Zhili Feng

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Rethinking LLM Memorization through the Lens of Adversarial Compression

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Apr 23, 2024
Avi Schwarzschild, Zhili Feng, Pratyush Maini, Zachary C. Lipton, J. Zico Kolter

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RankCLIP: Ranking-Consistent Language-Image Pretraining

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Apr 15, 2024
Yiming Zhang, Zhuokai Zhao, Zhaorun Chen, Zhili Feng, Zenghui Ding, Yining Sun

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An Axiomatic Approach to Model-Agnostic Concept Explanations

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Jan 12, 2024
Zhili Feng, Michal Moshkovitz, Dotan Di Castro, J. Zico Kolter

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TOFU: A Task of Fictitious Unlearning for LLMs

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Jan 11, 2024
Pratyush Maini, Zhili Feng, Avi Schwarzschild, Zachary C. Lipton, J. Zico Kolter

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On the Neural Tangent Kernel of Equilibrium Models

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Oct 21, 2023
Zhili Feng, J. Zico Kolter

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Monotone deep Boltzmann machines

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Jul 11, 2023
Zhili Feng, Ezra Winston, J. Zico Kolter

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Leveraging Multiple Descriptive Features for Robust Few-shot Image Learning

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Jul 10, 2023
Zhili Feng, Anna Bair, J. Zico Kolter

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Learning-Augmented $k$-means Clustering

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Oct 27, 2021
Jon Ergun, Zhili Feng, Sandeep Silwal, David P. Woodruff, Samson Zhou

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Non-PSD Matrix Sketching with Applications to Regression and Optimization

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Jun 16, 2021
Zhili Feng, Fred Roosta, David P. Woodruff

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Provable Adaptation across Multiway Domains via Representation Learning

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Jun 12, 2021
Zhili Feng, Shaobo Han, Simon S. Du

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