Scholar
Xiaogeng Liu
Google Scholar ID: Gvs5nz8AAAAJ
Johns Hopkins University
Citations & Impact
Citations
1,954
H-index
16
i10-index
17
Publications
20
Co-authors
0
Publications
Resume
Academic Achievements
- Awarded NVIDIA 2025-2026 Graduate Fellowship
- Selected as Top Reviewer for NeurIPS 2025
- Paper "DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents" accepted by NeurIPS 2025
- Two papers accepted by ACL 2025: "InjecGuard" (co-first author) and "AGrail"
- Paper "MetaAgent: Automatically Building Multi-Agent System based on Finite State Machine" accepted by ICML 2025
- Three papers accepted by ICLR 2025, including "AutoDAN-Turbo" (Spotlight, top 5.1%)
- Two papers accepted by NAACL 2025
- Paper "JailBreakV-28K" accepted by COLM 2024
- Paper on understanding jailbreak attacks received Distinguished Paper Award at USENIX Security'24
- Paper on benchmarking VLM robustness against jailbreak attacks awarded by SafeBench competition