Publications

2025

2025

1. AAAI

   

   ODDN: Adddressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks

   Renshuai Tao, Manyi Le, Chuangchuang Tan, Huan Liu, Haotong Qin, and Yao Zhao

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2025

   Bib PDF

   @inproceedings{tao2025oddn,
     title = {ODDN: Adddressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks},
     author = {Tao, Renshuai and Le, Manyi and Tan, Chuangchuang and Liu, Huan and Qin, Haotong and Zhao, Yao},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     year = {2025},
   }

2. ICASSP

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

   Bib

   @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 = {ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     pages = {1--5},
     year = {2025},
     organization = {IEEE}
   }

3. CVPR

   

   Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans?

   Renshuai Tao, Haoyu Wang, Yuzhe Guo, Hairong Chen, Li Zhang, Xianglong Liu, Yunchao Wei, and Yao Zhao

   In 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

   Bib PDF

   @inproceedings{tao2025dual,
     title = {Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans?},
     author = {Tao, Renshuai and Wang, Haoyu and Guo, Yuzhe and Chen, Hairong and Zhang, Li and Liu, Xianglong and Wei, Yunchao and Zhao, Yao},
     booktitle = {2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     year = {2025},
     organization = {IEEE},
   }

4. AAAI

   Unsupervised Region-Based Image Editing of Denoising Diffusion Models

   Zixiang Li, Yue Song, Renshuai Tao, Xiaohong Jia, Yao Zhao, and Wei Wang

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2025

   Bib

   @inproceedings{li2025unsupervised,
     title = {Unsupervised Region-Based Image Editing of Denoising Diffusion Models},
     author = {Li, Zixiang and Song, Yue and Tao, Renshuai and Jia, Xiaohong and Zhao, Yao and Wang, Wei},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     year = {2025}
   }

5. AAAI

   MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models

   Weilun Feng, Haotong Qin, Chuanguang Yang, Zhulin An, Libo Huang, Boyu Diao, Fei Wang, Renshuai Tao, Yongjun Xu, and Michele Magno

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2025

   Bib

   @inproceedings{feng2025mpq,
     title = {MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models},
     author = {Feng, Weilun and Qin, Haotong and Yang, Chuanguang and An, Zhulin and Huang, Libo and Diao, Boyu and Wang, Fei and Tao, Renshuai and Xu, Yongjun and Magno, Michele},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     year = {2025}
   }

6. AAAI

   

   C2p-clip: Injecting category common prompt in clip to enhance generalization in deepfake detection

   Chuangchuang Tan^*, Renshuai Tao^*, Huan Liu, Guanghua Gu, Baoyuan Wu, Yao Zhao, and Yunchao Wei

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2025

   Bib

   @inproceedings{tan2025c2p,
     title = {C2p-clip: Injecting category common prompt in clip to enhance generalization in deepfake detection},
     author = {Tan, Chuangchuang and Tao, Renshuai and Liu, Huan and Gu, Guanghua and Wu, Baoyuan and Zhao, Yao and Wei, Yunchao},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     year = {2025},
   }

7. TMM

   Rethinking Depth Guided Reflection Removal

   Lingzhi He, Yakun Chang, Runmin Cong, Hongyu Liu, Shujuan Huang, Renshuai Tao, and Yao Zhao

   IEEE Transactions on Multimedia, 2025

   Bib

   @article{he2025rethinking,
     title = {Rethinking Depth Guided Reflection Removal},
     author = {He, Lingzhi and Chang, Yakun and Cong, Runmin and Liu, Hongyu and Huang, Shujuan and Tao, Renshuai and Zhao, Yao},
     journal = {IEEE Transactions on Multimedia},
     year = {2025},
     publisher = {IEEE}
   }

2023

2023

1. USENIX Security

   {X-Adv}: Physical adversarial object attacks against x-ray prohibited item detection

   Aishan Liu, Jun Guo, Jiakai Wang, Siyuan Liang, Renshuai Tao, Wenbo Zhou, Cong Liu, Xianglong Liu, and Dacheng Tao

   In 32nd USENIX Security Symposium (USENIX Security 23), 2023

   Bib

   @inproceedings{liu2023x,
     title = {$\{$X-Adv$\}$: Physical adversarial object attacks against x-ray prohibited item detection},
     author = {Liu, Aishan and Guo, Jun and Wang, Jiakai and Liang, Siyuan and Tao, Renshuai and Zhou, Wenbo and Liu, Cong and Liu, Xianglong and Tao, Dacheng},
     booktitle = {32nd USENIX Security Symposium (USENIX Security 23)},
     pages = {3781--3798},
     year = {2023}
   }

2022

2022

1. ACM MM

   

   Few-shot x-ray prohibited item detection: A benchmark and weak-feature enhancement network

   Renshuai Tao, Tianbo Wang, Ziyang Wu, Cong Liu, Aishan Liu, and Xianglong Liu

   In Proceedings of the 30th ACM international conference on multimedia, 2022

   Bib PDF

   @inproceedings{tao2022few,
     title = {Few-shot x-ray prohibited item detection: A benchmark and weak-feature enhancement network},
     author = {Tao, Renshuai and Wang, Tianbo and Wu, Ziyang and Liu, Cong and Liu, Aishan and Liu, Xianglong},
     booktitle = {Proceedings of the 30th ACM international conference on multimedia},
     pages = {2012--2020},
     year = {2022},
   }

2. CVPR

   Defensive patches for robust recognition in the physical world

   Jiakai Wang, Zixin Yin, Pengfei Hu, Aishan Liu, Renshuai Tao, Haotong Qin, Xianglong Liu, and Dacheng Tao

   In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, 2022

   Bib

   @inproceedings{wang2022defensive,
     title = {Defensive patches for robust recognition in the physical world},
     author = {Wang, Jiakai and Yin, Zixin and Hu, Pengfei and Liu, Aishan and Tao, Renshuai and Qin, Haotong and Liu, Xianglong and Tao, Dacheng},
     booktitle = {Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
     pages = {2456--2465},
     year = {2022},
     publisher = {IEEE}
   }

3. CVPR

   

   Exploring endogenous shift for cross-domain detection: A large-scale benchmark and perturbation suppression network

   Renshuai Tao, Hainan Li, Tianbo Wang, Yanlu Wei, Yifu Ding, Bowei Jin, Hongping Zhi, Xianglong Liu, and Aishan Liu

   In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

   Bib PDF

   @inproceedings{tao2022exploring,
     title = {Exploring endogenous shift for cross-domain detection: A large-scale benchmark and perturbation suppression network},
     author = {Tao, Renshuai and Li, Hainan and Wang, Tianbo and Wei, Yanlu and Ding, Yifu and Jin, Bowei and Zhi, Hongping and Liu, Xianglong and Liu, Aishan},
     booktitle = {2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     pages = {21157--21167},
     year = {2022},
     organization = {IEEE},
   }

2021

2021

1. JVCIR

   Sequential alignment attention model for scene text recognition

   Yan Wu, Jiaxin Fan, Renshuai Tao^†, Jiakai Wang, Haotong Qin, Aishan Liu, and Xianglong Liu

   Journal of Visual Communication and Image Representation, 2021

   Bib

   @article{wu2021sequential,
     title = {Sequential alignment attention model for scene text recognition},
     author = {Wu, Yan and Fan, Jiaxin and Tao, Renshuai and Wang, Jiakai and Qin, Haotong and Liu, Aishan and Liu, Xianglong},
     journal = {Journal of Visual Communication and Image Representation},
     volume = {80},
     pages = {103289},
     year = {2021},
     publisher = {Elsevier}
   }

2. ICME

   Multi-pretext attention network for few-shot learning with self-supervision

   Hainan Li, Renshuai Tao, Jun Li, Haotong Qin, Yifu Ding, Shuo Wang, and Xianglong Liu

   In 2021 IEEE International Conference on Multimedia and Expo, 2021

   Bib

   @inproceedings{li2021multi,
     title = {Multi-pretext attention network for few-shot learning with self-supervision},
     author = {Li, Hainan and Tao, Renshuai and Li, Jun and Qin, Haotong and Ding, Yifu and Wang, Shuo and Liu, Xianglong},
     booktitle = {2021 IEEE International Conference on Multimedia and Expo},
     pages = {1--6},
     year = {2021},
     organization = {IEEE}
   }

3. IJCAI DC

   Learning from Multimedia Data with Incomplete Information.

   Renshuai Tao

   In the 30th International Joint Conference on Artificial Intelligence, 2021

   Bib

   @inproceedings{tao2021learning,
     title = {Learning from Multimedia Data with Incomplete Information.},
     author = {Tao, Renshuai},
     booktitle = {the 30th International Joint Conference on Artificial Intelligence},
     pages = {4921--4922},
     year = {2021}
   }

4. CVPR

   Diversifying sample generation for accurate data-free quantization

   Xiangguo Zhang, Haotong Qin, Yifu Ding, Ruihao Gong, Qinghua Yan, Renshuai Tao, Yuhang Li, Fengwei Yu, and Xianglong Liu

   In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, 2021

   Bib

   @inproceedings{zhang2021diversifying,
     title = {Diversifying sample generation for accurate data-free quantization},
     author = {Zhang, Xiangguo and Qin, Haotong and Ding, Yifu and Gong, Ruihao and Yan, Qinghua and Tao, Renshuai and Li, Yuhang and Yu, Fengwei and Liu, Xianglong},
     booktitle = {Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
     pages = {15658--15667},
     year = {2021}
   }

5. ICCV

   

   Towards real-world X-ray security inspection: A high-quality benchmark and lateral inhibition module for prohibited items detection

   Renshuai Tao, Yanlu Wei, Xiangjian Jiang, Hainan Li, Haotong Qin, Jiakai Wang, Yuqing Ma, Libo Zhang, and Xianglong Liu

   In Proceedings of the IEEE/CVF international conference on computer vision, 2021

   Bib PDF

   @inproceedings{tao2021towards,
     title = {Towards real-world X-ray security inspection: A high-quality benchmark and lateral inhibition module for prohibited items detection},
     author = {Tao, Renshuai and Wei, Yanlu and Jiang, Xiangjian and Li, Hainan and Qin, Haotong and Wang, Jiakai and Ma, Yuqing and Zhang, Libo and Liu, Xianglong},
     booktitle = {Proceedings of the IEEE/CVF international conference on computer vision},
     pages = {10923--10932},
     year = {2021},
     organization = {IEEE},
   }

2020

2020

1. ACM MM

   

   Occluded prohibited items detection: An x-ray security inspection benchmark and de-occlusion attention module

   Yanlu Wei^*, Renshuai Tao^*, Zhangjie Wu, Yuqing Ma, Libo Zhang, and Xianglong Liu

   In Proceedings of the 28th ACM international conference on multimedia, 2020

   Bib PDF

   @inproceedings{wei2020occluded,
     title = {Occluded prohibited items detection: An x-ray security inspection benchmark and de-occlusion attention module},
     author = {Wei, Yanlu and Tao, Renshuai and Wu, Zhangjie and Ma, Yuqing and Zhang, Libo and Liu, Xianglong},
     booktitle = {Proceedings of the 28th ACM international conference on multimedia},
     pages = {138--146},
     year = {2020},
   }

2. TMM

   Fast nearest subspace search via random angular hashing

   Yi Xu, Xianglong Liu, Binshuai Wang, Renshuai Tao, Ke Xia, and Xianbin Cao

   IEEE Transactions on Multimedia, 2020

   Bib

   @article{xu2020fast,
     title = {Fast nearest subspace search via random angular hashing},
     author = {Xu, Yi and Liu, Xianglong and Wang, Binshuai and Tao, Renshuai and Xia, Ke and Cao, Xianbin},
     journal = {IEEE Transactions on Multimedia},
     volume = {23},
     pages = {342--352},
     year = {2020},
     publisher = {IEEE}
   }