Publications

Xueluan Gong, Bowei Tian, Meng Xue, Yuan Wu, Yanjiao Chen, Qian Wang (2025). An Effective and Resilient Backdoor Attack Framework against Deep Neural Networks and Vision Transformers. In the IEEE Transactions on Dependable and Secure Computing (TDSC).

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Bowei Tian, Ziyao Wang, Shwai He, Wanghao Ye, Guoheng Sun, Yucong Dai, Yongkai Wu, Ang Li (2025). Towards counterfactual fairness through auxiliary variables. In the International Conference on Learning Representations (ICLR).

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Bowei Tian, Ruijie Du, Yanning Shen (2024). FairViT: Fair Vision Transformer via Adaptive Masking. In European Conference on Computer Vision (ECCV).

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Meng Xue, Yuyang Zeng, Shengkang Gu, Qian Zhang, Bowei Tian, Changzheng Chen (2024). SDE: Early Screening for Dry Eye Disease with Wireless Signals. In The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp/IMWUT).

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Ziyao Wang, Bowei Tian, Yexiao He, Zheyu Shen, Luyang Liu, Ang Li (2024). One Communication Round is All It Needs for Federated Fine-Tuning Foundation Models. Under review.

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Xueluan Gong, Bowei Tian, Meng Xue, Yanjiao Chen, Qian Wang, Mengyuan Sun (2024). MEGATRON: Backdooring Vision Transformers with Invisible Triggers. Under review.

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田博为, 曹雨欣, 王骞, 龚雪鸾, 沈超, 李琦 (2023). Adversarial sample defense methods and devices based on model inversion methods 基于模型反演方法的对抗样本防御方法和设备. Patent.

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曹雨欣, 田博为, 王骞, 龚雪鸾, 沈超, 李琦 (2023). A Deep Neural Network Model Inversion attack defense method and device 一种深度神经网络模型反演攻击防御方法及设备. Patent.

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