Author

Mi-Ning Tan

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Object-Uni: A Unified Model for Object-Centric Spatial Understanding and Controllable Generation

This work forms object-centric spatial intelligence as a unified problem connecting pose perception, spatial reasoning, pose-conditioned generation, and object-centric novel view synthesis and proposes a viewpoint-based orientation abstraction to make pose usable by multimodal large language models.

Mi-Ning Tan, Yinuo Wang, Ziqi Zhou et al. · 0 citations

#artificial intelligence Jun 2026

COMPASS: Grounding Composition-Intent Guidance in Unified Multimodal Models

Compass is presented, the first unified multimodal framework that grounds composition-intent control in a single system spanning both composition perception and composition-guided generation, with a shared expert token $\tau_c$ as the central intent anchor.

Ziqi Zhou, Weize Quan, Mi-Ning Tan et al. · arXiv.org · 0 citations