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Jiawei Liu

PhD Student

School of Artificial Intelligence, Jilin University, Changchun, China

Jiawei Liu is a Phd student at the Jilin University, School of Artificial Intelligence, where he works under supervision of Prof. Xun Gong.

Research Interest

  • Adversarial Attack

  • Anomaly Detection

  • Autonomous Driving

 

Publications

[1] Liu, Jiawei, Yuhao Wang, Yue Yin, Yunfeng Hu, Hong Chen, and Xun Gong. "Adversarial attacks on faster r-cnn: Design and ablation study," In 2021 China Automation Congress (CAC), pp. 7395-7400. IEEE, 2021.

[2] Jiang, Zhongjin, Jiawei Liu, Xun Gong, and Yue Yin, "An Adversarial Attack Considering Effectiveness and Concealment on Faster R-CNN," In Proceedings of the 2023 5th Asia Pacific Information Technology Conference, pp. 174-180. 2023.

[3] Jiawei Liu, Xun Gong, Tingting Wang, Yunfeng Hu, and Hong Chen. "A proxy-data-based hierarchical adversarial patch generation method," Computer Vision and Image Understanding, Vol. 246, pp. 104066, 2024.

[4] Jiawei Liu, Yanjiao Liu, Xun Gong, Tingting Wang, Hong Chen, and Yunfeng Hu. "Harnessing and Evaluating the Intrinsic Extrapolation Ability of Large Language Models for Vehicle Trajectory Prediction." In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), pp. 4379-4391. 2025.

[5] Jiawei Liu, Yongxin Li, Ning Wang, Yao Sun, Tingting Wang, Yunfeng Hu, Hong Chen, and Xun Gong. "Cloud-assisted high-Sulfur fuel monitoring for connected heavy-duty vehicles based on transformer neural network." Energy (2025): 138190.

Contact

Email: liujiawei725@icloud.com

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