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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Li-Bin Wang

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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
Open access Jul 2026

GroupVideo: Multi-Identity Customized Text-to-Video Generation

A novel framework that leverages multiple individual photographs to generate identitycustomized video, and a comprehensive high-quality dataset of 20,000 videos, thereby establishing a crucial resource to advance future research in multi-ID video generation.

Xinyang Song, Li-Bin Wang, Jianxin Sun et al. · 0 citations

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