3 papers
cs.CV2026
Lens3D: Target-Conditioned Visual Foveation for Fine-Grained 3D Understanding
Junming Huang, Zini Chen, Shuaiying Hou +3
Existing 3D large language models often overlook fine-grained attributes and less visually salient objects and parts, even when relevant evidence is present in scene videos. We int…
cs.CV2026
CG-MLLM: Captioning and Generating 3D content via Multi-modal Large Language Models
Junming Huang, Chi Wang, Letian Li +5
Large Language Models(LLMs) have revolutionized text generation and multimodal perception,but their capabilities in 3D content generation remain underexplored. Existing methods com…
cs.GR2025
BuildingBlock: A Hybrid Approach for Structured Building Generation
Junming Huang, Chi Wang, Letian Li +3
Three-dimensional building generation is vital for applications in gaming, virtual reality, and digital twins, yet current methods face challenges in producing diverse, structured,…