Open-Vocabulary Segmentation with Semantic-Assisted Calibration. - Yong Liu 033; Sule Bai; Guanbin Li; Yitong Wang; Yansong Tang (CVPR, 2024)

Narrative Action Evaluation with Prompt-Guided Multimodal Interaction. - Shiyi Zhang; Sule Bai; Guangyi Chen 002; Lei Chen 069; Jiwen Lu; Junle Wang; Yansong Tang (CVPR, 2024)

Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation. - Sule Bai; Yong Liu 033; Yifei Han; Haoji Zhang 001; Yansong Tang (CoRR, 2024)

UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning. - Sule Bai; Mingxing Li; Yong Liu 033; Jing Tang; Haoji Zhang 001; Lei Sun; Xiangxiang Chu; Yansong Tang (CoRR, 2025)

Stepping Out of Similar Semantic Space for Open-Vocabulary Segmentation. - Yong Liu 033; SongLi Wu; Sule Bai; Jiahao Wang; Yitong Wang; Yansong Tang (CoRR, 2025)

Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology. - Haochen Wang; Xiangtai Li; Zilong Huang; Anran Wang 001; Jiacong Wang; Tao Zhang 042; Jiani Zheng; Sule Bai; Zijian Kang; Jiashi Feng; Zhuochen Wang; Zhaoxiang Zhang 001 (CoRR, 2025)

Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning. - Haoji Zhang 001; Xin Gu; Jiawen Li; Chixiang Ma; Sule Bai; Chubin Zhang; Bowen Zhang 010; Zhichao Zhou; Dongliang He; Yansong Tang (CoRR, 2025)