Tanghui Jia — accepted AI-conference papers

2026

360Explorer: Exploring 4D Controllable World in Panoramic Videos

Xinhua Cheng, Haiyang Zhou, Wangbo Yu, Tanghui Jia, Bin Lin, Yunyang Ge +2

AAAI 2026technical

We present 360Explorer, a novel approach for generating 4D controllable panoramic videos conditioned on user-provided 3D instructions for exploring and manipulating dynamic worlds. Compared to existing perspective-based methods struggle to address spatial consistency during camera rotation in place,

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2026

Task-Aware Mechanism: Hybrid MoE Vision Tower Towards Holistic Video Understanding

Qishen Yin, Tanghui Jia, Peng Jin, Hao Li, Juntong Wu, Guanlin Lu +1

ICML 2026poster

Does \emph{Comprehending the main idea of a 2-hour movie} and \emph{Counting the birds appearing in a 15-second clip} really warrant the same video processing pipeline? We present Task-Aware Mechanism (TAM), a hybrid-gated Mixture-of-Experts (MoE) vision tower that adapts frame count and resolution …

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