3 papers
cs.CL2026
FMBench: Adaptive Large Language Model Output Formatting
Yaoting Wang, Yun Zhou, Henghui Ding
Producing outputs that satisfy both semantic intent and format constraints is essential for deploying large language models in user-facing and system-integrated workflows. In this…
cs.CV2025
Ref-SAM3D: Bridging SAM3D with Text for Reference 3D Reconstruction
Yun Zhou, Yaoting Wang, Guangquan Jie +2
SAM3D has garnered widespread attention for its strong 3D object reconstruction capabilities. However, a key limitation remains: SAM3D cannot reconstruct specific objects referred…
cs.CV2025
ReferSplat: Referring Segmentation in 3D Gaussian Splatting
Shuting He, Guangquan Jie, Changshuo Wang +4
We introduce Referring 3D Gaussian Splatting Segmentation (R3DGS), a new task that aims to segment target objects in a 3D Gaussian scene based on natural language descriptions, whi…