Chuan Guo
Affiliations:- Meta AI, Menlo Park, CA, USA
- Cornell University, Ithaca, NY, USA (PhD 2020)
- University of Waterloo, ON, Canada (former)
According to our database1,
Chuan Guo
authored at least 57 papers
between 2015 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on linkedin.com
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on ai.meta.com
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Bibliography
2024
Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction.
CoRR, 2024
Proceedings of the 33rd USENIX Security Symposium, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
CoRR, 2023
Learning To Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning.
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Private Prediction Strikes Back! Private Kernelized Nearest Neighbors with Individual Rényi Filter.
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis.
Proceedings of the International Conference on Machine Learning, 2023
Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
The Interpolated MVU Mechanism For Communication-efficient Private Federated Learning.
CoRR, 2022
CoRR, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Measuring Data Leakage in Machine-Learning Models with Fisher Information (Extended Abstract).
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022
2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
2020
Threats and Countermeasures in Machine Learning Applications.
PhD thesis, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
CoRR, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
2017
Australas. J Comb., 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
2015