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Quanchen Zou — most-cited papers & profile · Reinforcement Learning
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Quanchen Zou
9
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Most-cited papers
DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs
2026
SafeFlow: Semantic Information-Flow Control for Blocking Malicious Propagation in Multi-Agent Systems
2026
SafeHarbor: Hierarchical Memory-Augmented Guardrail for LLM Agent Safety
2026
SafeHarbor: Hierarchical Memory-Augmented Guardrail for LLM Agent Safety
2026
DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs
2026
AgentVisor: Defending LLM Agents Against Prompt Injection via Semantic Virtualization
2026
PRISM: Programmatic Reasoning with Image Sequence Manipulation for LVLM Jailbreaking
2025
PRISM: Programmatic Reasoning With Image Sequence Manipulation For LVLM Jailbreaking
2025
Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application
2025
Topics
LLM Security
Adversarial ML
Vulnerability Detection
Safety & Alignment
Model Architecture
RAG
Vision-Language
In-Context Learning
Multi-Agent
Safety