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Siqi Ma

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Fellow, IEEE

Parameter-Saving Adversarial Training: Reinforcing Multi-Perturbation Robustness via Hypernetworks

Sep 28, 2023
Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu

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Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization

Sep 18, 2023
Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu

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Reducing Adversarial Training Cost with Gradient Approximation

Sep 18, 2023
Huihui Gong, Shuo Yang, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu

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TransFlow: Transformer as Flow Learner

Apr 23, 2023
Yawen Lu, Qifan Wang, Siqi Ma, Tong Geng, Yingjie Victor Chen, Huaijin Chen, Dongfang Liu

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Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection

Feb 21, 2023
Chuyang Zhou, Jiajun Huang, Daochang Liu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu

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Anti-Compression Contrastive Facial Forgery Detection

Feb 13, 2023
Jiajun Huang, Xinqi Zhu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu

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Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration

Dec 15, 2022
Liqi Yan, Qifan Wang, Siqi Ma, Jingang Wang, Changbin Yu

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Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search

Dec 07, 2021
Ruidong Han, Chao Yang, Siqi Ma, JiangFeng Ma, Cong Sun, Juanru Li, Elisa Bertino

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Wideband Channel Estimation for IRS-Aided Systems in the Face of Beam Squint

Jun 05, 2021
Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo

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Antenna Array Diagnosis for Millimeter-Wave MIMO Systems

Jun 05, 2021
Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo

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