Lastest Update: 22th Mar 2025 

Please refer [Google Scholar] for the full publication list.

Selected Preprint Papers

• Metaphor-based Jailbreaking Attacks on Text-to-Image Models [arxiv]
  Chenyu Zhang, Yiwen Ma, Lanjun Wang, Wenhui Li, Yi Tu, An-An Liu
  
• TRCE: Towards Reliable Malicious Concept Erasure in Text-to-Image Diffusion Models [arxiv][github]
  Ruidong Chen, Honglin Guo, Lanjun Wang, Chenyu Zhang, Weizhi Nie, An-An Liu
  
• Revealing vulnerabilities in stable diffusion via targeted attacks [arxiv]
  Chenyu Zhang, Lanjun Wang, An-An Liu
  
• T2IW: Joint Text to Image & Watermark Generation [arxiv]
  An-An Liu, Guokai Zhang, Yuting Su, Ning Xu, Yongdong Zhang, and Lanjun Wang
  

Selected Conference Papers

• AnyScene: Customized Image Synthesis with Composited Foreground [link]
  Ruidong Chen, Lanjun Wang, Weizhi Nie, Yongdong Zhang, An-An Liu
  CVPR, 2024
• Certified Robustness on Visual Graph Matching via Searching Optimal Smoothing Range [link]
  Huaqing Shao, Lanjun Wang, Yongwei Wang, Qibing Ren, Junchi Yan
  KDD, 2024
• My Brother Helps Me: Node Injection Based Adversarial Attack on Social Bot Detection [link]
  Lanjun Wang, Xinran Qiao, Yanwei Xie, Weizhi Nie, Yongdong Zhang, An-An Liu
  ACM MM, 2023
• Improving rumor detection by class-based adversarial domain adaptation [link]
  Jingqiu Li, Lanjun Wang, Jianlin He, Yongdong Zhang, An-An Liu
  ACM MM, 2023
• Robustness Certification for Structured Prediction with General Inputs via Safe Region Modeling in the Semimetric Output Space [link]
  Huaqing Shao, Lanjun Wang, Junchi Yan
  KDD, 2023

Selected Journal Papers

• Few-Shot In-Context Learning for Implicit Semantic Multimodal Content Detection and Interpretation
  Xiuxian Wang, Lanjun Wang, Yuting Su, Hongshuo Tian, Guoqing Jin, An-an Liu
  IEEE Transactions on Circuits and Systems for Video Technology, 2025, DOI: 10.1109/TCSVT.2025.3550900
• Adversarial attacks and defenses on text-to-image diffusion models: A survey[link][github]
  Chenyu Zhang, Mingwang Hu, Wenhui Li, Lanjun Wang
  Information Fusion, 2025, DOI: 10.1016/j.inffus.2024.102701
• MCDAN: a Multi-scale Context-enhanced Dynamic Attention Network for Diffusion Prediction [link]
  Xiaowen Wang, Lanjun Wang, Yuting Su, Yongdong Zhang, An-An Liu
  IEEE Transactions on Multimedia, 2024, DOI: 10.1109/TMM.2024.3372371
• Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval [link]
  An-An Liu, He-Yu Zhou, Xuanya Li, Lanjun Wang
  IEEE Transactions on Multimedia, 2022, DOI: 10.1109/TMM.2022.3186740