Sule Bai | 白苏乐

Sule Bai | 白苏乐

Hi! I'm a third-year master student in Tsinghua University (Shenzhen International Graduate School), supervised by Prof. Yansong Tang. Before that, I received my bachelor's degree from the School of Computer Science in the Beijing University of Posts and Telecommunications in 2023.

My currect research interest lies in Multimodal LLM and its applications.

Email / Github / Scholar

Publications

* indicates equal contribution

	UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning Sule Bai, Mingxing Li, Yong Liu, Jing Tang, Haoji Zhang, Lei Sun, Xiangxiang Chu, Yansong Tang arXiv Preprint, 2025 [Paper] [Code] [Project Page]
	Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation Sule Bai, Yong Liu, Yifei Han, Haoji Zhang, Yansong Tang, Jie Zhou, Jiwen Lu IEEE Transactions on Image Processing (TIP) (CCF-A, IF=13.7), 2025 [Paper] [Code]
	Narrative Action Evaluation with Prompt-Guided Multimodal Interaction Sule Bai, Shiyi Zhang, Guangyi Chen, Lei Chen, Jiwen Lu, Junle Wang, Yansong Tang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 [Paper] [Code]
	Open-Vocabulary Segmentation with Semantic-Assisted Calibration Yong Liu, Sule Bai, Guanbin Li, Yitong Wang, Yansong Tang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 [Paper] [Code]
	Stepping Out of Similar Semantic Space for Open-Vocabulary Segmentation Yong Liu, Songli Wu, Sule Bai, Jiahao Wang, Yansong Tang IEEE/CVF International Conference on Computer Vision (ICCV), 2025* [Paper]
	Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology Haochen Wang, Xiangtai Li, Zilong Huang, Anran Wang, Jiacong Wang, Tao Zhang, Jiani Zheng, Sule Bai, Zijian Kang, Jiashi Feng, Zhuochen Wang, Zhaoxiang Zhang International Conference on Learning Representations (ICLR), 2026 [Paper] [Code]
	Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning Haoji Zhang, Xin Gu, Jiawen Li, Chixiang Ma, Sule Bai, Chubin Zhang, Bowen Zhang, Zhichao Zhou, Dongliang He, Yansong Tang arXiv Preprint, 2025 [Paper] [Code]

© Sule Bai | Last updated: January 2026