Siyuan Song — accepted AI-conference papers

2026

A Very Big Video Reasoning Suite

Maijunxian Wang, Ruisi Wang, Juyi Lin, Ran Ji, Thaddäus Wiedemer, Qingying Gao +49

ICML 2026poster

Video reasoning grounds intelligence in spatiotemporally consistent visual environments that go beyond what text can naturally capture, enabling intuitive reasoning over motion, interaction, and causality. Rapid progress in video models has focused primarily on visual quality. Systematically studyin…

Cited by 18 Source ↗Scholar ↗

2026

GeniNav: Generative Model Driven Image-Goal Navigation via Imagination-Guided Consistency Flow Matching

Yuqi Chen, Junjie Gao, Yongzhou Pan, Siyuan Song, Zixuan Zhang, Jiaping Xiao +1

CVPR 2026

Image-goal navigation driven by generative models has recently shown strong potential owing to their ability to perform multi-modal reasoning and stable learning in continuous control spaces. Despite their promise, current methods still face several fundamental limitations. Many rely on pre-built pr

Cited by 0 Source ↗code ↗Scholar ↗