Yizhen Wang

Most-cited papers

1. Adversarial Example Detection Using Latent Neighborhood Graph

   Ahmed A. Abusnaina, Yuhang Wu, S. S. Arora, Yizhen Wang +3 more

   2021IEEE International Conference on Computer Vision76 citations

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2. Robustness for Non-Parametric Classification: A Generic Attack and Defense

   Yao-Yuan Yang, Cyrus Rashtchian, Yizhen Wang, K. Chaudhuri

   2019International Conference on Artificial Intelligence and Statistics44 citations

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3. Privacy-Preserving Financial Anomaly Detection via Federated Learning & Multi-Party Computation

   Sunpreet S. Arora, Andrew Beams, Panagiotis Chatzigiannis, Sebastian Meiser +8 more

   20232024 Annual Computer Security Applications Conference Workshops (ACSAC Workshops)19 citations Open access

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4. Adversarial Examples for Non-Parametric Methods: Attacks, Defenses and Large Sample Limits

   Yao-Yuan Yang, Cyrus Rashtchian, Yizhen Wang, K. Chaudhuri

   2019arXiv.org16 citations

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5. Burning the Adversarial Bridges: Robust Windows Malware Detection Against Binary-level Mutations

   Ahmed A. Abusnaina, Yizhen Wang, Sunpreet S. Arora, Ke Wang +2 more

   2023arXiv.org9 citations Open access

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6. Robust Learning against Relational Adversaries

   Yizhen Wang, Mohannad J. Alhanahnah, Xiaozhu Meng, Ke Wang +2 more

   2022Neural Information Processing Systems8 citations

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7. Adaptive graph-Aware contrasting for heterogeneous traffic flow forecasting

   Ding-Kai Zhang, Yizhen Wang, Pengfei Wang

   2026Transportation Research Part C: Emerging Technologies5 citations Open access

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8. Recover Triggered States: Protect Model Against Backdoor Attack in Reinforcement Learning

   Hao Chen, Chen Gong, Yizhen Wang, Xinwen Hou

   2023arXiv.org3 citations Open access

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9. Robust and Accurate Authorship Attribution via Program Normalization

   Yizhen Wang, Mohannad J. Alhanahnah, Ke Wang, Mihai Christodorescu +1 more

   20202 citations

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10. A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations

    Zi-Han Liu, Yizhen Wang, Rui Wang, Xiu Tang +1 more

    2026arXiv.org1 citations

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11. Robust Machine Learning in Adversarial Setting with Provable Guarantee

    Yizhen Wang

    20201 citations

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12. Detecting Data Poisoning in Code Generation LLMs via Black-Box, Vulnerability-Oriented Scanning

    Shenao Yan, Sha-Sha Jin, S. Ahmed, Sunpreet S. Arora +3 more

    2026arXiv.org0 citations

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13. Secure and Privacy-Preserving Vertical Federated Learning

    Sha-Sha Jin, Sai Rahul Rachuri, Yizhen Wang, Anderson C. A. Nascimento +1 more

    2026Proceedings on Privacy Enhancing Technologies0 citations

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14. SLVR: Securely Leveraging Client Validation for Robust Federated Learning

    Jih-Ye Choi, Sai Rahul Rachuri, Ke Wang, Somesh Jha +1 more

    2025Proceedings of the International Workshop on Secure and Efficient Federated Learning0 citations Open access

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15. Robust Learning against Logical Adversaries

    Yizhen Wang, Xiaozhu Meng, Mihai Christodorescu, S. Jha

    2020arXiv.org0 citations

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16. Robustness against Relational Adversary

    Yizhen Wang, Xiaozhu Meng, Ke Wang, Mihai Christodorescu +1 more

    20200 citations

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