Author

Shi-Ting Huang

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Preprint Aug 2026

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent

Video-DR is introduced, featuring a decoupled perception-exploration pipeline with stage-wise tool unlocking that compels exhaustive cross-frame visual grounding prior to web retrieval, enabling autonomous exploration that breaks the imitation-learning ceiling.

Zhen Fang, Yu Zeng, Wen-Xuan Huang et al. · 1 citation · ⚡1

Open access Jul 2026

Dopamine modified hyaluronic acid and chitosan/gallic acid grafted chitosan based hydrogel with antibacterial and antioxidant property for wound dressing.

An innovative multifunctional hydrogel was developed by incorporating dopamine-modified hyaluronic acid and gallic acid-modified chitosan and exhibited a porous microstructure, elastic solid-like mechanical behavior, and effective antibacterial activity against both Gram-negative and Gram-positive bacteria.

Xuexue Li, Jiayao Cai, Shi-Ting Huang et al. · Scientific Reports · 0 citations

#artificial intelligence Preprint Aug 2026

FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis

These results establish source-intent preservation and shared executable-state grounding as key principles for scalable terminal-task synthesis as key principles for scalable terminal-task synthesis.

K. Shi, Zun Wang, Qi-Sheng Su et al. · 0 citations