I am Yuran Wang, a first-year master’s student in the School of Mathematical Sciences at Peking University.
From 2022 to 2025, I worked on computer vision under the supervision of Prof. Zheng Wang at AIM Lab, Wuhan University.
Since 2024, I have been with DCAI Lab at Peking University under the supervision of Prof. Wentao Zhang.
My research interests include visual generation and multimodal understanding. Feel free to reach out if you are interested in collaborating.
📝 Publications
(* indicates equal contribution; # indicates corresponding author)
Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling
Yuran Wang*, Bohan Zeng*, Chengzhuo Tong, Wenxuan Liu, Yang Shi, Xiaochen Ma, Hao Liang, Yuanxing Zhang, Wentao Zhang#
CVPR 2026 Highlight (CCF-A)
Devil is in Details: Locality-Aware 3D Abdominal CT Volume Generation for Self-Supervised Organ Segmentation
Yuran Wang, Zhijing Wan, Yansheng Qiu, Zheng Wang#
ACM MM 2024 (CCF-A)
SPAN: Continuous Modeling of Suspicion Progression for Temporal Intention Localization
Xinyi Hu*, Yuran Wang*, Ruixu Zhang, Yue Li, Wenxuan Liu, Zheng Wang#
ACM MM 2025 (CCF-A)
Beyond the Individual: Introducing Group Intention Forecasting with SHOT Dataset
Ruixu Zhang*, Yuran Wang*, Xinyi Hu*, Chaoyu Mai, Wenxuan Liu, Danni Xu, Xian Zhong, Zheng Wang#
ACM MM 2025 Datasets Track (CCF-A)
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CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation
ICML 2026 (CCF-A)
Chengzhuo Tong, Mingkun Chang, Shenglong Zhang, Yuran Wang, Cheng Liang, Zhizheng Zhao, Ruichuan An, Bohan Zeng, Yang Shi, Yifan Dai, Ziming Zhao, Guanbin Li, Pengfei Wan, Yuanxing Zhang, Wentao Zhang# -
Towards unifying visual understanding and generation with dual visual vocabularies
ICLR 2026 (CCF-A)
Wei Song, Yuran Wang, Zijia Song, Yadong Li, Zenan Zhou, Long Chen, Jianhua Xu#, Jiaqi Wang#, Kaicheng Yu# -
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark
CVPR 2026 (CCF-A)
Yang Shi, Yuhao Dong, Yue Ding, Yuran Wang, Xuanyu Zhu, Sheng Zhou, Wenting Liu, Haochen Tian, Rundong Wang, Huanqian Wang, Zuyan Liu, Bohan Zeng, Ruizhe Chen, Qixun Wang, Zhuoran Zhang, Xinlong Chen, Chengzhuo Tong, Bozhou Li, Qiang Liu, Haotian Wang#, Wenjing Yang, Yuanxing Zhang#, Pengfei Wan, Yi-Fan Zhang#, Ziwei Liu# -
Anomize: Better Open Vocabulary Video Anomaly Detection
CVPR 2025 (CCF-A)
Fei Li, Wenxuan Liu, Jingjing Chen, Ruixu Zhang, Yuran Wang, Xian Zhong, Zheng Wang# -
Contributing Dimension Structure of Deep Feature for Coreset Selection
AAAI 2024 (CCF-A)
Zhijing Wan, Zhixiang Wang, Yuran Wang, Zheng Wang#, Hongyuan Zhu, Shin’ichi Satoh
🔧 Projects
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models
DataFlow Team, Bohan Zeng, Daili Hua, Kaixin Zhu, Yifan Dai, Bozhou Li, Yuran Wang, Chengzhuo Tong, Yifan Yang, Mingkun Chang, Jianbin Zhao, Zhou Liu, Hao Liang, Xiaochen Ma, Ruichuan An, Junbo Niu, Zimo Meng, Tianyi Bai, Meiyi Qiang, Huanyao Zhang, Zhiyou Xiao, Tianyu Guo, Qinhan Yu, Runhao Zhao, Zhengpin Li, Xinyi Huang, Yisheng Pan, Yiwen Tang, Yang Shi, Yue Ding, Xinlong Chen, Hongcheng Gao, Minglei Shi, Jialong Wu, Zekun Wang, Yuanxing Zhang, Xintao Wang, Pengfei Wan, Yiren Song, Mike Zheng Shou, Wentao Zhang#
My Contribution: Core Contributor; Develops the pipeline for interactive video generation tasks in OpenWorldLib.
📖 Education
- 2025.09 - 2027.06 (expected), M.S. in Big Data, School of Mathematical Sciences, Peking University, Beijing, China.
- 2021.09 - 2025.06, B.Eng. in Software Engineering, School of Computer Science, Wuhan University, Wuhan, China. GPA: 3.97/4.00, ranked 1/267.
💻 Internships
🎖 Honors and Awards
- 2025: Graduate Student Award for Scientific Practice and Innovation in Peking University, Outstanding Graduate in Wuhan University, Lei Jun Computer Innovation and Development Grant.
- 2024: Liu Daoyu Creative Learning Award First Prize, First Class Scholarship, Merit Student, Lei Jun Computer Innovation and Development Grant.
- 2023: Lei Jun Computer Science Scholarship, First Class Scholarship, Merit Student.
- 2022: National Scholarship, First Class Scholarship, Merit Student.
🎓 Services
- Conference Reviewer: ACM MM 2025/2026, AAAI 2026, ICME 2026.