Xiaofeng Wang
4 papers · Latest:
Cryptography & Security
Autonomous LLM Agent Worms: Cross-Platform Propagation, Automated Discovery and Temporal Re-Entry Defense
This paper introduces a framework to analyze and defend against autonomous LLM agent worms that exploit persistent state for cross-platform propagation.
2605.02812
Information RetrievalHierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent
Introduces HLTM, a hierarchical long-term semantic memory framework for LLM agents, improving performance and scalability in production.
2604.26197
RoboticsVAG: Dual-Stream Video-Action Generation for Embodied Data Synthesis
VAG is a dual-stream flow-matching framework that jointly generates aligned video and action pairs for embodied data synthesis, improving robot policy generalization.
2604.09330
RoboticsViVa: A Video-Generative Value Model for Robot Reinforcement Learning
ViVa is a video-generative value model that improves robot reinforcement learning by using a pretrained video generator to estimate future dynamics and task value.
2604.08168
📬 Weekly AI Paper Digest
Get the top 10 AI/ML arXiv papers from the week — summarized, scored, and delivered to your inbox every Monday.