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Zhili Feng | OpenAI
Researcher
OpenAI
fzl.007@gmail.com
Zhili Feng
About Me
I am a researcher at OpenAI.
Research Interests
I look at ML models as information processors – they take in some bits and produce some other bits. Their input and output patterns tell us many aspects of the model, including privacy, memorization, robustness, etc. I am also generally interested in information theory, compression, and many TCS fields like cryptography and online algorithms.
I am lucky to be advised by Prof. Zico Kolter.
Selected Publications
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Yiding Jiang*, Allan Zhou*, Zhili Feng, Sadhika Malladi, J. Zico KolterUnder Review
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Zhili Feng, Tanya Marwah, Nicolo Fusi, David Alvarez-Melis, Lester MackeyUnder Review
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Tanya Marwah, Zhili Feng, Lester Mackey, Nicolo Fusi, David Alvarez-MelisUnder Review
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Avi Schwarzschild*, Zhili Feng*, Pratyush Maini, Zachary C Lipton, J. Zico KolterAdvances in Neural Information Processing Systems (NeurIPS), 2024
- Best Paper Award, Workshop on Data Contamination (CONDA) @ ACL 2024
- Oral Presentation, Red Teaming GenAI Workshop @ NeurIPS 2024
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Pratyush Maini*, Zhili Feng*, Avi Schwarzschild*, Zachary C Lipton, J. Zico KolterConference on Language Modeling, 2024
- Spotlight presentation, Workshop on Secure and Trustworthy Large Language Models @ ICLR 2024
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Zhili Feng, Anna Bair, J. Zico KolterTransactions on Machine Learning Research (TMLR), 2024
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Zhili Feng, Ezra Winston, J. Zico KolterTransactions on Machine Learning Research (TMLR), 2023
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Zhili Feng, J. Zico Kolterhttps://arxiv.org/abs/2310.14062
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Zhili Feng, Shaobo Han, Simon S DuInternational Conference on Learning Representations (ICLR), 2022
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Zhili Feng, Fred Roosta, David P WoodruffConference on Uncertainty in Artificial Intelligence (UAI), 2021
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Jon Ergun, Zhili Feng, Sandeep Silwal, David P Woodruff, Samson ZhouInternational Conference on Learning Representations (ICLR), 2022
- Spotlight Presentation
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Zhili Feng, Praneeth Kacham, David P WoodruffInternational Conference on Machine Learning (ICML), 2021
- Oral Presentation
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Shashank Rajput*, Zhili Feng*, Zachary B Charles, Po-Ling Loh, Dimitris S PapailiopoulosInternational Conference on Machine Learning (ICML), 2019
- Oral Presentation
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Zhili Feng, Po-Ling LohIEEE International Symposium on Information Theory (ISIT), 2018
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Qiang Ning, Zhili Feng, Hao Wu, Dan RothAnnual Meeting of the Association for Computational Linguistics (ACL), 2018
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Qiang Ning, Ben Zhou, Zhili Feng, Haoruo Peng, Dan RothEmpirical Methods in Natural Language Processing (EMNLP), 2018
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Qiang Ning, Zhili Feng, Dan RothEmpirical Methods in Natural Language Processing (EMNLP), 2017