Selected Publications

1. Tianyu Qi, Yufeng Zhan, Xiaobo Ma, and Lei Xue, "Lorica: A Synergistic Fine-Tuning Framework for Advancing Personalized Adversarial Robustness," IEEE Transactions on Mobile Computing, 2026.

2. Haosong Peng, Wei Feng, Hao Li, Yufeng Zhan, Ren Jin, and Yuanqing Xia, "Patch-of-Interest ViT Inference Acceleration System for Edge-Assisted Video Analytics," IEEE Transactions on Computers, 2026.

3. Haosong Peng, Tianyu Qi, Yufeng Zhan, Hao Li, Yalun Dai, and Yuanqing Xia, "Radiant: Efficient Timely Large-Scale Scene Analytics based on Hierarchical Framework," IEEE Transactions on Service Computing, 2026.

4. Haosong Peng, Hao Li, Yalun Dai, Yushi Lan, Yihang Luo, Tianyu Qi, Zhengshen Zhang, Yufeng Zhan, Junfei Zhang, Wenchao Xu, Ziwei Liu, "OmniVGGT: Omni-Modality Driven Visual Geometry Grounded Transformer," Computer Vision and Pattern Recognition (Highlight), 2026.

5. Tianyu Qi, Lei Xue, Yufeng Zhan, and Xiaobo Ma, "Sylva: Tailoring Personalized Adversarial Defense in Pre-trained Models via Collaborative Fine-tuning," ACM Conference on Computer and Communications Security, 2025.

6. Tianyu Qi, Yufeng Zhan, Peng Li, and Yuanqing Xia, "Tomtit: Hierarchical Federated Fine-Tuning of Giant Models based on Autonomous Synchronization," IEEE International Conference on Computer Communications, 2024.

7. Yufeng Zhan, Song Guo, Peng Li, and Jiang Zhang, "A Deep Reinforcement Learning Based Offloading Game in Edge Computing," IEEE Transactions on Computers, 2020. (Best Paper Award)

Book Chapter

1. 詹玉峰,魏蓝,夏元清. "端边云协同分布式机器学习优化方法," 科学出版社, 2026.

2. 夏元清,詹玉峰,孙立峰,刘驰,李云,翁健,李哲涛,赖李媛君. "大规模云数据中心智能管理技术及应用," 科学出版社, 2024. (国家科学技术学术著作出版基金资助著作)