Feng, Zhili

20 publications

ICLR 2025 Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws Yiding Jiang, Allan Zhou, Zhili Feng, Sadhika Malladi, J Zico Kolter

NeurIPS 2025 Antidistillation Sampling Yash Savani, Asher Trockman, Zhili Feng, Yixuan Even Xu, Avi Schwarzschild, Alexander Robey, Marc Anton Finzi, J Zico Kolter

ICLRW 2025 Evaluating LLM Memorization Using Soft Token Sparsity Zhili Feng, Yixuan Even Xu, Pratyush Maini, Alexander Robey, Avi Schwarzschild, J Zico Kolter

ICCV 2025 RANKCLIP: Ranking-Consistent Language-Image Pretraining Yiming Zhang, Zhuokai Zhao, Zhaorun Chen, Zhili Feng, Zenghui Ding, Yining Sun

ICML 2025 Unnatural Languages Are Not Bugs but Features for LLMs Keyu Duan, Yiran Zhao, Zhili Feng, Jinjie Ni, Tianyu Pang, Qian Liu, Tianle Cai, Longxu Dou, Kenji Kawaguchi, Anirudh Goyal, J Zico Kolter, Michael Qizhe Shieh

ICLRW 2025 Unnatural Languages Are Not Bugs but Features for LLMs Keyu Duan, Yiran Zhao, Zhili Feng, Jinjie Ni, Tianyu Pang, Qian Liu, Tianle Cai, Longxu Dou, Kenji Kawaguchi, Anirudh Goyal, J Zico Kolter, Michael Qizhe Shieh

NeurIPSW 2024 Adapting Language Models via Token Translation Zhili Feng, Tanya Marwah, Nicolo Fusi, David Alvarez-Melis, Lester Mackey

NeurIPSW 2024 Adapting Language Models via Token Translation Zhili Feng, Tanya Marwah, Lester Mackey, David Alvarez-Melis, Nicolo Fusi

NeurIPSW 2024 Adapting Language Models via Token Translation Zhili Feng, Tanya Marwah, Nicolo Fusi, David Alvarez-Melis, Lester Mackey

NeurIPS 2024 Rethinking LLM Memorization Through the Lens of Adversarial Compression Avi Schwarzschild, Zhili Feng, Pratyush Maini, Zachary C. Lipton, J. Zico Kolter

NeurIPSW 2024 Rethinking LLM Memorization Through the Lens of Adversarial Compression Avi Schwarzschild, Zhili Feng, Pratyush Maini, Zachary Chase Lipton, J Zico Kolter

ICLRW 2024 TOFU: A Task of Fictitious Unlearning for LLMs Pratyush Maini, Zhili Feng, Avi Schwarzschild, Zachary Chase Lipton, J Zico Kolter

NeurIPSW 2024 TOFU: A Task of Fictitious Unlearning for LLMs Pratyush Maini, Zhili Feng, Avi Schwarzschild, Zachary Chase Lipton, J Zico Kolter

TMLR 2024 Text Descriptions Are Compressive and Invariant Representations for Visual Learning Zhili Feng, Anna Bair, J Zico Kolter

TMLR 2023 Monotone Deep Boltzmann Machines Zhili Feng, Ezra Winston, J Zico Kolter

ICLR 2022 Learning-Augmented $k$-Means Clustering Jon C. Ergun, Zhili Feng, Sandeep Silwal, David Woodruff, Samson Zhou

ICLR 2022 Provable Adaptation Across Multiway Domains via Representation Learning Zhili Feng, Shaobo Han, Simon Shaolei Du

ICML 2021 Dimensionality Reduction for the Sum-of-Distances Metric Zhili Feng, Praneeth Kacham, David Woodruff

UAI 2021 Non-PSD Matrix Sketching with Applications to Regression and Optimization Zhili Feng, Fred Roosta, David P. Woodruff

ICML 2019 Does Data Augmentation Lead to Positive Margin? Shashank Rajput, Zhili Feng, Zachary Charles, Po-Ling Loh, Dimitris Papailiopoulos