- 2023
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Our paper on adversarial attack against speaker recognition systems is accepted by NDSS 2024.
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Join RealAI as a research engineer, focusing on adversarial machine learning and large model security.
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Awarded title of Outstanding Graduates by Shanghai Ministry of Education.
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Ph.D. thesis defense: ✅
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Our paper on query-free black-box adversarial attack against speaker recognition systems is accepted by USENIX 2023.
- 2022
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Win 2nd Place Prize in MLSec Face Recognition Challenge.
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Our paper on using adversarial attacks to accelerate neural network verification is accepted by SAS 2022.
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Our paper 'QVIP: An ILP-based Formal Verification Approach for Quantized Neural Networks' is accepted by ASE 2022.
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I am currently a research assistant / visiting student in Singapore Management University, RISE Lab, co-advised by Prof. Sun Jun.
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Serve on the Artifact Evaluation Committee (AEC) of OSDI, Usenix ATC and ISSTA 2022.
- 2021
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Awarded China national scholarship.
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Win Merit Prize in OPPO 2021 Security AI Challenge.
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Win the 3rd place in ACM MM 2021 Robust Logo Detection Competition among 36489 participating teams.
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Our paper about black-box adversarial attack and discretization problem is accepted by TDSC.
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Our paper 'BDD4BNN: A BDD-based Quantitative Analysis Framework for Binarized Neural Networks' is accepted by CAV 2021, the first author is Yedi.
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Our paper 'Attack as Defense: Characterizing Adversarial Examples using Robustness' is accepted by ISSTA 2021.
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Attacks on ML Defense Models. This competition is part of AML-CV Workshop at CVPR 2021.