I am a first-year PhD student in the Department of Mathematics and Applications “R. Caccioppoli” of the University of Naples Federico II, under the supervision of Prof.Francesco Piccialli. Prior to this, I received my master’s degree from Nanjing University of Aeronautics and Astronautics under the supervision of Prof.Xiaoyang Tan.

My research interest includes Trustworthy AI, Federated Learning, and Computer Vision.

🔥 News

• 2025.07:  🎉🎉 I am honored to join the MODAL team as part of TUAI (MSCA-DN) and look forward to my doctoral journey.
• 2025.05:  🎉🎉 Our paper: RoGA was selected as an oral presentation at ICME2025.

📝 Publications

• RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment
  Lingyu Qiu, Ke Jiang, Xiaoyang Tan.
  ICME2025 [Paper] [Code]

• Contrastive Desensitization Learning for Cross-Domain Face Forgery Detection
  Lingyu Qiu, Ke Jiang, Xiaoyang Tan.
  Arxiv2025 [Paper][Code]

• Adversarial prompt tuning for vision-language models
  Jiaming Zhang, Xingjun Ma, Xin Wang, Lingyu Qiu, Jiaqi Wang, YuGang Jiang, Jitao Sang
  ECCV2024 [Paper] [Code]

🎖 Honors and Awards

• 2025.04 Outstanding Graduate of Nanjing University of Aeronautics and Astronautics.
• 2022.06 Outstanding Graduates of Shanghai.
• 2021.12 Shanghai Scholarship.

📖 Educations

• 2022.09 - 2025.04, Nanjing University of Aeronautics and Astronautics.
• 2018.09 - 2022.06, Shanghai University of International Business and Economics.

💻 Internships

• 2021.05 - 2021.08, Meituan, China.
• 2020.06 - 2020.11, ByteDance, China.