Gongshen Liu

GhostEI-Bench: Do Mobile Agent Resilience to Environmental Injection in Dynamic On-Device Environments?

Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations

Unintended Harmful Knowledge Elicitation Issue in Large Reasoning Models and a RL Solution

Neural-Guided Enumerative SAT Framework for Cryptographic Key Recovery

First Things First: Teaching LLM-Based Agents to Prioritize Must-Haves before Nice-to-Haves

When Disagreements Elicit Robustness: Investigating Self-Repair Capabilities under LLM Multi-Agent Disagreements

Say One Thing, Do Another? Diagnosing Reasoning-Execution Gaps in VLM-Powered Mobile-Use Agents

Disagreements in Reasoning: How a Model's Thinking Process Dictates Persuasion in Multi-Agent Systems

Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models

Probing then Editing Response Personality of Large Language Models

TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models