Hello, I am Zhaoxin Wang. I am a Ph.D. student at the School of Artificial Intelligence, Xidian University, supervised by Prof. Handing Wang. I also collaborate closely with Prof. Yaochu Jin. Previously, I received my B.E. degree in Intelligent Science and Technology from Xidian University in 2022. I am currently a visiting student at the NExT++ Lab, National University of Singapore, working with Prof. Tat-Seng Chua. My research interests lie in trustworthy AI, with a focus on adversarial robustness, backdoor attacks, and the safety of large foundation models.

📝 Publications

• Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-Level Optimization Perspective,
  Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin
  European Conference on Computer Vision (ECCV 2024)

• Efficient Adversarial Training with Multi-Fidelity Optimization for Robust Neural Networks,
  Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin
  Neurocomputing Volume 585, 7 June 2024

• Adversarial Training of Deep Neural Networks Guided by Texture and Structural Information,
  Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin
  ACM International Conference on Multimedia (ACM MM 2023)

• SafeNeuron: Neuron-Level Safety Alignment for Large Language Models,
  Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin
  Under Review

• Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models,
  Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin
  Under Review

• Enhancing the Effectiveness and Durability of Backdoor Attacks in Federated Learning through Maximizing Task Distinction,
  Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin
  Under Review

• Token-level constraint boundary search for jailbreaking text-to-image models,
  Jiangtao Liu, Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin
  IEEE Transactions on Evolutionary Computation

• Towards Adversarial Transferability under Unlabeled Heterogeneous Data,
  Jiangtao Liu, Zhaoxin Wang, Handing Wang
  DOCS 2025

• Multilingual Safety Alignment Via Sparse Weight Editing,
  Jiaming Liang, Zhaoxin Wang, Handing Wang
  Under Review

• DTVI: Dual-Stage Textual and Visual Intervention for Safe Text-to-Image Generation,
  Binhong Tan, Zhaoxin Wang, Handing Wang
  Under Review

💻 Academic Services

• Conference: ACM MM (2023-2026), NeurIPS (2024-2025), ICLR (2025-2026), ICML (2026), ICCV (2025), CVPR (2025), ECCV (2026)
• Journal: CAIS, TETCI, TEVC, TIFS, ASOC, SPL, TPAMI

📖 Educations

• 2022.09 - Now, Ph.D. student at the School of Artificial Intelligence, Xidian University, supervised by Prof. Handing Wang.
• 2018.09 - 2022.06, B.E. in Intelligent Science and Technology at the School of Artificial Intelligence, Xidian University.

💬 Invited Talks

• 2025.06, Student Nice Seminar, Online

🎖 Selected Awards and Honors

• National Scholarship, Xidian University, 2024.
• First Class Tencent Scholarship, Tencent, 2024.
• National Scholarship, Xidian University, 2020.
• China Aerospace Science and Technology Corporation Scholarship, 2020.
• Meritorious Prize of The Mathematical Contest in Modeling, MCM, 2020.