\(@^0^@)/ Hello! I am Fengyuan Ran (冉丰源), a forth-year undergraduate student at Wuhan University majoring in Cyberspace Security as well as a in-coming PHD student about to enroll in the School of Computer Science at Peking University.
🤤I am passionate about scientific research. My research interests lie in multiple areas, including AI Security and Privacy, Multi-Agent, Federated Learning, Graph Learning, Continual Learning, and Optimal Transport.
💡I am open to discussions and potential collaboration opportunities. If you're interested in working with me, don't hesitate to send me an email!
🔥 News
- 2025.12: Awarded the "Role Model of Luojia" honor (only 10 students university-wide received it annually); 🎯🎯
- 2025.11: Awarded the Lei Jun Excellence Scholarship (¥100,000; only four undergraduate students university-wide received it annually); 🎯🎯
- 2025.09: Two papers on Federated Graph Learning and Temporal Point Process are accepted by NeurIPS 2025; 🎉🎉
- 2025.08: One paper on VR Security is accepted by Ubicomp 2025; 🎉🎉
- 2025.02: One paper on LLM Jailbreak is accepted by USENIX 2025; 🎉🎉
- 2024.12: One paper on Temporal Point Process is accepted by AAAI 2025; 🎉🎉
📝 Researchs
MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning
Fengyuan Ran（as co-first author with equal contributions） and some other authors
Annual Conference on Neural Information Processing Systems(NeurIPS) 2025 [CCF-A]
TPP-SD: Accelerating Transformer Point Process Sampling with Speculative Decoding
Fengyuan Ran（as co-first author with equal contributions） and some other authors
Annual Conference on Neural Information Processing Systems(NeurIPS) 2025 [CCF-A]
HT-Auth: Unobtrusive VR Headset Authentication via Subtle Head Tremors
Zhixiang He, Fengyuan Ran, Jing Chen, Yangyang Gu, Kun He, Ruiying Du, Ju Jia, Cong Wu
ACM International Joint Conference on Pervasive and Ubiquitous Computing/Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies(Ubicomp/IMWUT) 2025 [CCF-A]
PAPILLON: Effcient and Stealthy Fuzz Testing-Powered Jailbreaks for LLMs
Xueluan Gong, Mingzhe Li, Yilin Zhang, Fengyuan Ran, Chen Chen, Yanjiao Chen, Qian Wang, Kwok-Yan Lam
Usenix Security Symposium(USENIX) 2025 [CCF-A]
A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes
Qingmei Wang, Yuxin Wu, Yujie Long, Jing Huang, Fengyuan Ran, Bing Su, Hongteng Xu
The Association for the Advance of Artificial Intelligence(AAAI) 2025 [CCF-A]
Learning Multivariate Temporal Point Processes with Granger Causal Consistency Regularization
Fengyuan Ran（as third author） and some other authors
Under review