Author

Jingyang Zhang

2 papers indexed here

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#artificial intelligence Apr 2026

Query-Conditioned Evidential Keyframe Sampling for MLLM-Based Long-Form Video Understanding

This work proposes an evidence-driven keyframe sampling framework motivated by an information-theoretic perspective, and trains a query-conditioned evidence scoring network using annotated answer-supporting segments to motivate a tractable frame-wise selection criterion.

Yiheng Wang, Li-Chen Zhu, Yueqian Lin et al. · arXiv.org · 4 citations

#machine learning Mar 2026

MUSE: A Run-Centric Platform for Multimodal Unified Safety Evaluation of Large Language Models

MUSE (Multimodal Unified Safety Evaluation), an open-source, browser-based, run-centric platform for multimodal safety evaluation, demonstrates the value of run-centric, fine-grained evaluation for characterizing multimodal safety behavior beyond a single binary success metric.

Zhongxi Wang, Yueqian Lin, Jingyang Zhang et al. · arXiv.org · 0 citations