Yi Sun

Most-cited papers

1. Testing Robustness Against Unforeseen Adversaries

   Daniel Kang, Yi Sun, Dan Hendrycks, Tom B. Brown +1 more

   2019arXiv.org147 citations

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2. Scaling up Trustless DNN Inference with Zero-Knowledge Proofs

   Daniel Kang, Tatsunori B. Hashimoto, Ion Stoica, Yi Sun

   2022arXiv.org87 citations Open access

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3. Transfer of Adversarial Robustness Between Perturbation Types

   Daniel Kang, Yi Sun, Tom B. Brown, Dan Hendrycks +1 more

   2019arXiv.org55 citations

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4. Accelerating Approximate Aggregation Queries with Expensive Predicates

   Daniel Kang, John Guibas, Peter D. Bailis, Tatsunori Hashimoto +2 more

   2021Proceedings of the VLDB Endowment38 citations Open access

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5. Certifying Zero-Knowledge Circuits with Refinement Types

   Junrui Liu, Ian Kretz, Hanzhi Liu, Bryan Tan +6 more

   2023IEEE Symposium on Security and Privacy36 citations Open access

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6. Trustless Audits without Revealing Data or Models

   Suppakit Waiwitlikhit, Ion Stoica, Yi Sun, Tatsunori Hashimoto +1 more

   2024International Conference on Machine Learning28 citations

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7. ZK-IMG: Attested Images via Zero-Knowledge Proofs to Fight Disinformation

   Daniel Kang, Tatsunori B. Hashimoto, Ion Stoica, Yi Sun

   2022arXiv.org27 citations Open access

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8. Accelerating Aggregation Queries on Unstructured Streams of Data

   Matthew Russo, Tatsunori B. Hashimoto, Daniel Kang, Yi Sun +1 more

   2023Proceedings of the VLDB Endowment12 citations Open access

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9. Data Management for ML-Based Analytics and Beyond

   Daniel Kang, John Guibas, Peter D. Bailis, Tatsunori Hashimoto +2 more

   2024ACM / IMS Journal of Data Science6 citations Open access

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10. Proof: Accelerating Approximate Aggregation Queries with Expensive Predicates

    Daniel Kang, John Guibas, Peter D. Bailis, Tatsunori B. Hashimoto +2 more

    2021arXiv.org2 citations

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11. Testing Robustness Against Unforeseen Adversaries.

    Daniel Kang, Yi Sun, Dan Hendrycks, Tom B. Brown +1 more

    20192 citations

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12. Testing Robustness Against Unforeseen Adversaries

    Maximilian Kaufmann, Daniel Kang, Yi Sun, Steven Basart +8 more

    20190 citations

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