Tianle Li
2 papers · Latest:
Natural Language Processing
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
LLM agents struggle to update invalid memories; STALE benchmark and CUPMem prototype address this critical "Implicit Conflict" failure mode.
2605.06527
Computer VisionAesRM: Improving Video Aesthetics with Expert-Level Feedback
AesRM introduces a hierarchical rubric and expert-annotated dataset to improve video aesthetics, outperforming baselines and enhancing video generation.
2604.28078
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