LaWM: Physically Consistent World Models from Visual Data
Discover LaWM, a novel AI framework using least action principles for accurate long-horizon physical predictions from visual observations.
Defending GNN Backdoors with PRAETORIAN Trigger Analysis
Discover how PRAETORIAN defends GNNs by analyzing internal correlations and external influences to block backdoor attacks effectively.
Stop Many-shot Jailbreak Attacks with One Safety Demo
Learn how a single safety demonstration can effectively mitigate many-shot jailbreak attacks, boosting AI model robustness without retraining.
Efficient Prompt Learning for Accurate Traffic Forecasting
Discover SimpleST, a lightweight prompt tuning framework that boosts spatio-temporal GNNs for precise and efficient urban traffic forecasting.
MAGIC-Video: Structured Memory for Ultra-Long Video AI
Discover MAGIC-Video, a novel framework using structured memory and narrative chains for advanced reasoning on ultra-long multimodal videos.