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.CV2026
Audit After Segmentation: Reference-Free Mask Quality Assessment for Language-Referred Audio-Visual Segmentation
Jinxing Zhou, Yanghao Zhou, Yaoting Wang +5
Language-referred audio-visual segmentation (Ref-AVS) aims to segment target objects described by natural language by jointly reasoning over video, audio, and text. Beyond generati…
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…