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ZiHao Lian

2 accepted papers

2025

Continual Knowledge Adaptation for Reinforcement Learning

NeurIPS 2025poster

Reinforcement Learning enables agents to learn optimal behaviors through interactions with environments. However, real-world environments are typically non-stationary, requiring agents to continuously adapt to new tasks and changing conditions. Although Continual Reinforcement Learning facilitates l…

Cited by 0SourcecodeScholar
2025

Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection

NeurIPS 2025spotlight

AI-generated videos have achieved near-perfect visual realism (e.g., Sora), urgently necessitating reliable detection mechanisms. However, detecting such videos faces significant challenges in modeling high-dimensional spatiotemporal dynamics and identifying subtle anomalies that violate physical la…

Cited by 0SourcecodeScholar