Chiyuan Zhang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
33
Venues
13
Active years
2010–2025
Best venue rank
A*
Where they publish
Papers
33 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Balls-and-Bins Sampling for DP-SGD. | Lynn Chua, Badih Ghazi, Charlie Harrison, Pritish Kamath, Ravi Kumar, Ethan Leeman, Pasin Manurangsi, Amer Sinha, Chiyuan Zhang |
| 2025 | ICLR | Fantastic Copyrighted Beasts and How (Not) to Generate Them. | Luxi He, Yangsibo Huang, Weijia Shi, Tinghao Xie, Haotian Liu, Yue Wang, Luke Zettlemoyer, Chiyuan Zhang, Danqi Chen, Peter Henderson |
| 2025 | ICLR | Unlearn and Burn: Adversarial Machine Unlearning Requests Destroy Model Accuracy. | Yangsibo Huang, Daogao Liu, Lynn Chua, Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi, Milad Nasr, Amer Sinha, Chiyuan Zhang |
| 2025 | ICLR | MUSE: Machine Unlearning Six-Way Evaluation for Language Models. | Weijia Shi, Jaechan Lee, Yangsibo Huang, Sadhika Malladi, Jieyu Zhao, Ari Holtzman, Daogao Liu, Luke Zettlemoyer, Noah A. Smith, Chiyuan Zhang |
| 2025 | ICML | Empirical Privacy Variance. | Yuzheng Hu, Fan Wu, Ruicheng Xian, Yuhang Liu, Lydia Zakynthinou, Pritish Kamath, Chiyuan Zhang, David A. Forsyth |
| 2025 | ICML | MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations. | Kaixuan Huang, Jiacheng Guo, Zihao Li, Xiang Ji, Jiawei Ge, Wenzhe Li, Yingqing Guo, Tianle Cai, Hui Yuan, Runzhe Wang, Yue Wu, Ming Yin, Shange Tang, Yangsibo Huang, Chi Jin, Xinyun Chen, Chiyuan Zhang, Mengdi Wang |
| 2025 | ICML | Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards. | Yangsibo Huang, Milad Nasr, Anastasios Nikolas Angelopoulos, Nicholas Carlini, Wei-Lin Chiang, Christopher A. Choquette-Choo, Daphne Ippolito, Matthew Jagielski, Katherine Lee, Ken Liu, Ion Stoica, Florian Tramr, Chiyuan Zhang |
| 2025 | ICML | Scaling Laws for Differentially Private Language Models. | Ryan McKenna, Yangsibo Huang, Amer Sinha, Borja Balle, Zachary Charles, Christopher A. Choquette-Choo, Badih Ghazi, Georgios Kaissis, Ravi Kumar, Ruibo Liu, Da Yu, Chiyuan Zhang |
| 2025 | IJCNLP | On Memorization of Large Language Models in Logical Reasoning. | Chulin Xie, Yangsibo Huang, Chiyuan Zhang, Da Yu, Xinyun Chen, Bill Yuchen Lin, Bo Li, Badih Ghazi, Ravi Kumar |
| 2024 | COLT | On Convex Optimization with Semi-Sensitive Features. | Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi, Raghu Meka, Chiyuan Zhang |
| 2024 | ICLR | LabelDP-Pro: Learning with Label Differential Privacy via Projections. | Badih Ghazi, Yangsibo Huang, Pritish Kamath, Ravi Kumar, Pasin Manurangsi, Chiyuan Zhang |
| 2024 | ICML | How Private are DP-SGD Implementations? | Lynn Chua, Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi, Amer Sinha, Chiyuan Zhang |
| 2024 | ISCAS | A 0.002-mm | Chiyuan Zhang, Nan Chen, Douming Hu, Fang Zhu, Yuesheng Pu, Libin Yao |
| 2023 | COLT | Ticketed Learning-Unlearning Schemes. | Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi, Ayush Sekhari, Chiyuan Zhang |
| 2023 | ICLR | Quantifying Memorization Across Neural Language Models. | Nicholas Carlini, Daphne Ippolito, Matthew Jagielski, Katherine Lee, Florian Tramr, Chiyuan Zhang |
| 2023 | ICLR | Regression with Label Differential Privacy. | Badih Ghazi, Pritish Kamath, Ravi Kumar, Ethan Leeman, Pasin Manurangsi, Avinash V. Varadarajan, Chiyuan Zhang |
| 2023 | ICLR | Measuring Forgetting of Memorized Training Examples. | Matthew Jagielski, Om Thakkar, Florian Tramr, Daphne Ippolito, Katherine Lee, Nicholas Carlini, Eric Wallace, Shuang Song, Abhradeep Guha Thakurta, Nicolas Papernot, Chiyuan Zhang |
| 2023 | ICML | On User-Level Private Convex Optimization. | Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi, Raghu Meka, Chiyuan Zhang |
| 2023 | ICML | Can Neural Network Memorization Be Localized? | Pratyush Maini, Michael Curtis Mozer, Hanie Sedghi, Zachary Chase Lipton, J. Zico Kolter, Chiyuan Zhang |
| 2023 | INLG | Preventing Generation of Verbatim Memorization in Language Models Gives a False Sense of Privacy. | Daphne Ippolito, Florian Tramr, Milad Nasr, Chiyuan Zhang, Matthew Jagielski, Katherine Lee, Christopher A. Choquette-Choo, Nicholas Carlini |
| 2022 | ACL | Deduplicating Training Data Makes Language Models Better. | Katherine Lee, Daphne Ippolito, Andrew Nystrom, Chiyuan Zhang, Douglas Eck, Chris Callison-Burch, Nicholas Carlini |
| 2022 | EMNLP | Just Fine-tune Twice: Selective Differential Privacy for Large Language Models. | Weiyan Shi, Ryan Shea, Si Chen, Chiyuan Zhang, Ruoxi Jia, Zhou Yu |
| 2021 | ICML | Characterizing Structural Regularities of Labeled Data in Overparameterized Models. | Ziheng Jiang, Chiyuan Zhang, Kunal Talwar, Michael C. Mozer |
| 2021 | ICML | Understanding Invariance via Feedforward Inversion of Discriminatively Trained Classifiers. | Piotr Teterwak, Chiyuan Zhang, Dilip Krishnan, Michael C. Mozer |
| 2020 | ICLR | Identity Crisis: Memorization and Generalization Under Extreme Overparameterization. | Chiyuan Zhang, Samy Bengio, Moritz Hardt, Michael C. Mozer, Yoram Singer |
| 2019 | CSCWD | A Novel Hierarchical Collaborative Method Based on Multi-objective Optimization for Modularization of Product Platform. | Qihao Wan, Jiaxin Zhao, Jianru Xue, Chiyuan Zhang, Bin He, Heming Zhang |
| 2018 | ICML | Machine Theory of Mind. | Neil C. Rabinowitz, Frank Perbet, H. Francis Song, Chiyuan Zhang, S. M. Ali Eslami, Matthew M. Botvinick |
| 2017 | ICLR | Understanding deep learning requires rethinking generalization. | Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals |
| 2015 | Interspeech | Discriminative template learning in group-convolutional networks for invariant speech representations. | Chiyuan Zhang, Stephen Voinea, Georgios Evangelopoulos, Lorenzo Rosasco, Tomaso A. Poggio |
| 2014 | ICASSP | A deep representation for invariance and music classification. | Chiyuan Zhang, Georgios Evangelopoulos, Stephen Voinea, Lorenzo Rosasco, Tomaso A. Poggio |
| 2014 | Interspeech | Word-level invariant representations from acoustic waveforms. | Stephen Voinea, Chiyuan Zhang, Georgios Evangelopoulos, Lorenzo Rosasco, Tomaso A. Poggio |
| 2014 | Interspeech | Phone classification by a hierarchy of invariant representation layers. | Chiyuan Zhang, Stephen Voinea, Georgios Evangelopoulos, Lorenzo Rosasco, Tomaso A. Poggio |
| 2010 | KDD | Unsupervised feature selection for multi-cluster data. | Deng Cai, Chiyuan Zhang, Xiaofei He |