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Fengyuan Ran

Temporal Point Processes Federated Learning AI Security 武汉大学 国家网络安全学院

Hello!I am Ran Fengyuan(冉丰源),a third-year undergraduate student at Wuhan University’s School of Cyberspace Security.

I am passionate about cybersecurity and artificial intelligence. My research interests lies in multiple projects, including but not limited to areas such as AI security, temporal point processes,continual learning, federated learning, and model compression.

I’m eager to connect and collaborate-don’t hesitate to get in touch!✨

🔥 News

  • 2025.05: one paper on Federated learning is submitted to NeurIPS 2025; 🎯🎯
  • 2025.05: one paper on temporal point processes is submitted to NeurIPS 2025; 🎯🎯
  • 2025.01: one paper on VR security is returned for revision by Ubicomp; 🎯🎯
  • 2025.02: one paper on jailbreak is accepted by USENIX 2025; 🎉🎉
  • 2024.10: one paper on temporal point processes is accepted by AAAI 2024; 🎉🎉

📝 Researchs

AAAI 2024
BADMM

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) 2024

USENIX 2025
BADMM

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

Under review
vr

HT-Auth: Unobtrusive VR Headset Authentication via Subtle Head Tremors

Fengyuan Ran(as second author) and some other authors

Under review

Under review
fcgl

MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning

Fengyuan Ran(as first author) and some other authors

Under review

Under review
Tpp

TPP-SD: Accelerating Transformer Point Process Sampling with Speculative Decoding

Fengyuan Ran(as co-first author) and some other authors

Under review