Author

Yue-An Niu

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#artificial intelligence Jan 2026

ShotFinder: Imagination-Driven Open-Domain Video Shot Retrieval via Web Search

ShotFinder is introduced, a benchmark that formalizes editing requirements as keyframe-oriented shot descriptions and introduces five types of controllable single-factor constraints: Temporal order, Color, Visual style, Audio, and Resolution.

Tao Yu, Hao-Peng Jin, Hao Wang et al. · arXiv.org · 2 citations

Preprint Sep 2026

AtomRec: Evolving Atomic Memory for Agentic Recommendation

Experiments show that \textsc{AtomRec} consistently outperforms state-of-the-art agentic and memory-augmented baselines, with around 8.5\% average relative improvement across metrics.

Pei-Yu Hu, Wei-Hai Lu, Si-Ying Gu et al. · 0 citations