Publications

2026

1. PRCV 2026 (Oral)

   

   Dual Bias Suppressed Cross-scale Physical Adversarial Patch against Lane Detection

   Yumeng Song, Jiakai Wang, Jin Hu, Yizhi Wang, Yuanfang Guo, Bo Jiang, and Xianglong Liu

   In PRCV. Accepted for oral presentation; manuscript not yet public , 2026

   Bib

   @inproceedings{song2026dualbias,
     title = {Dual Bias Suppressed Cross-scale Physical Adversarial Patch against Lane Detection},
     author = {Song, Yumeng and Wang, Jiakai and Hu, Jin and Wang, Yizhi and Guo, Yuanfang and Jiang, Bo and Liu, Xianglong},
     booktitle = {PRCV},
     year = {2026},
   }

2. ACM MM 2026

   

   MiuGS: Modality-Integrated Unified Gaussian Representation for Physical Adversarial Object Generation in 3D Detection

   Zhengquan Sun, Jin Hu, Tianyuan Zhang, Fei Xiansong, Xiaoqi Jiang, Jiakai Wang, and Xianglong Liu

   In Proceedings of the 34th ACM International Conference on Multimedia. Accepted; manuscript not yet public , 2026

   Bib Code

   @inproceedings{sun2026miugs,
     title = {MiuGS: Modality-Integrated Unified Gaussian Representation for Physical Adversarial Object Generation in 3D Detection},
     author = {Sun, Zhengquan and Hu, Jin and Zhang, Tianyuan and Xiansong, Fei and Jiang, Xiaoqi and Wang, Jiakai and Liu, Xianglong},
     booktitle = {Proceedings of the 34th ACM International Conference on Multimedia},
     year = {2026},
   }

3. TPAMI 2026

   

   DynamicPAE: Generating Scene-Aware Physical Adversarial Examples in Real-Time

   Jin Hu, Xianglong Liu^*, Jiakai Wang, Junkai Zhang, Xianqi Yang, Haotong Qin, Yuqing Ma, and Ke Xu

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026

   DOI Bib HTML Code

   @article{hu2024dynamicpae,
     title = {DynamicPAE: Generating Scene-Aware Physical Adversarial Examples in Real-Time},
     author = {Hu, Jin and Liu, Xianglong and Wang, Jiakai and Zhang, Junkai and Yang, Xianqi and Qin, Haotong and Ma, Yuqing and Xu, Ke},
     selected = true,
     year = {2026},
     volume = {48},
     number = {3},
     pages = {2413-2430},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     doi = {10.1109/TPAMI.2025.3626068},
   }

2025

1. NeurIPS 2025

   

   Exploring Semantic-constrained Adversarial Example with Instruction Uncertainty Reduction

   Jin Hu, Jiakai Wang^*, Linna Jing, Haolin Li, Haodong Liu, Haotong Qin, Aishan Liu, Ke Xu, and Xianglong Liu

   In Neural Information Processing Systems (NeurIPS), 2025

   arXiv Bib Blog Code Website

   @inproceedings{Hu2025exploring,
     title = {Exploring Semantic-constrained Adversarial Example with Instruction Uncertainty Reduction},
     author = {Hu, Jin and Wang, Jiakai and Jing, Linna and Li, Haolin and Liu, Haodong and Qin, Haotong and Liu, Aishan and Xu, Ke and Liu, Xianglong},
     booktitle = {Neural Information Processing Systems (NeurIPS)},
     year = {2025},
     selected = true,
     url = {https://nips.cc/virtual/2025/poster/116399},
   }

2. ICASSP 2025

   

   Generating Targeted Universal Adversarial Perturbation against Automatic Speech Recognition via Phoneme Tailoring

   Yujun Zhang, Yanqu Chen, Jiakai Wang^*, Jin Hu, Renshuai Tao, and Xianglong Liu

   In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025

   Bib HTML

   @inproceedings{zhang2025generating,
     title = {Generating Targeted Universal Adversarial Perturbation against Automatic Speech Recognition via Phoneme Tailoring},
     author = {Zhang, Yujun and Chen, Yanqu and Wang, Jiakai and Hu, Jin and Tao, Renshuai and Liu, Xianglong},
     booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     pages = {1--5},
     year = {2025},
     organization = {IEEE},
     selected = true,
   }

2023

1. Survey Project

   

   Adversarial Examples in the Physical World: A Survey

   Jiakai Wang, Xianglong Liu^*, Jin Hu, Donghua Wang, Siyang Wu, Tingsong Jiang, Yuanfang Guo, Aishan Liu, and Jiantao Zhou

   CoRR, 2023

   DOI arXiv Bib Website

   @article{wang2023AdversarialSurvey,
     title = {Adversarial Examples in the Physical World: {A} Survey},
     author = {Wang, Jiakai and Liu, Xianglong and Hu, Jin and Wang, Donghua and Wu, Siyang and Jiang, Tingsong and Guo, Yuanfang and Liu, Aishan and Zhou, Jiantao},
     journal = {CoRR},
     volume = {abs/2311.01473},
     year = {2023},
     url = {https://doi.org/10.48550/arXiv.2311.01473},
     doi = {10.48550/ARXIV.2311.01473},
     eprinttype = {arXiv},
     eprint = {2311.01473},
     timestamp = {Tue, 07 Nov 2023 18:17:14 +0100},
     biburl = {https://dblp.org/rec/journals/corr/abs-2311-01473.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     selected = true,
   }

2022

1. Technical report

   

   Evaluating the practicality of learned image compression

   Hongjiu Yu, Qiancheng Sun, Jin Hu, Xingyuan Xue, Jixiang Luo, Dailan He, Yilong Li, Pengbo Wang, Yuanyuan Wang, Yaxu Dai, and others

   arXiv preprint arXiv:2207.14524, 2022

   arXiv Bib

   @article{yu2022evaluating,
     title = {Evaluating the practicality of learned image compression},
     author = {Yu, Hongjiu and Sun, Qiancheng and Hu, Jin and Xue, Xingyuan and Luo, Jixiang and He, Dailan and Li, Yilong and Wang, Pengbo and Wang, Yuanyuan and Dai, Yaxu and others},
     journal = {arXiv preprint arXiv:2207.14524},
     selected = true,
     year = {2022}
   }