Wenbin Wang obtained his Ph.D. degree in the Key Lab. of Intelligent Information Processing (IIP) at Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS), advised by Prof. Xilin Chen and Prof. Ruiping Wang. Before this, he received his B.Eng. degree in Computer Science and Technology from Nankai University (NKU, 2013-2017). His research interests include but not limited to spatial intelligence, scene understanding, object detection, scene graph generation, and AIGC.
🔥 News
- 2024.12: 🎉🎉 One paper is accepted by The Visual Computer (CCF-C).
- 2024.11: 🎉🎉 Wenbin Wang is awarded the Nomination Award in the Doctoral Dissertation Incentive Program by the China Society of Image and Graphics (CSIG).
- 2024.06: 🎉🎉 One paper on fine-grained SGG co-authored with Prof. Y. Li, Wuhan University, is accepted by ECCV 2024. Congrats!
- 2023.05: 🎉🎉 One paper on hierarchical SGG (SGoI) is accepted by International Journal of Computer Vision (IJCV) 2023.
- 2022.07: 🎉🎉 One paper is accepted by SCIENTIA SINICA Informationis.
- 2021.07: 🎉🎉 One paper on SGG and image captioning is accepted by ICCV 2021.
- 2020.07: 🎉🎉 One paper on hierarchical scene graph generation is accepted by ECCV 2020.
- 2019.03: 🎉🎉 One paper on visual relationship detection is accepted by CVPR 2019.
📝 Publications
IJCV 2023
Importance First: Generating Scene Graph of Human Interest
Wenbin Wang, Ruiping Wang, Shiguang Shan, Xilin Chen
- There exists a hierarchical preference about human perception when they analyze a natural scene.
- SGoI (Scene Graph of Human Interest) generation framework is proposed to present the scene graph according to the content importance.
- CODE release: TGIR
ICCV 2021
Topic Scene Graph Generation by Attention Distillation from Caption
Wenbin Wang, Ruiping Wang, Xilin Chen
- Scene graph generation and image captioning can be viewed as two forms of scene understanding.
- A shared framework that jointly generates scene graph and image caption is proposed in this work.
- CODE release: MMSceneGraph
: an SGG toolkit based on MMdetection, including most SOTA SGG methods.
JSTAR 2026Lu Wang, Chenyang Wang, Runzhou Li, Junbo Yu, Hang Sun, Wenbin Wang *, and Dong Ren. MDFANet: Multidimensional Feature Alignment Network for Self-Supervised Pretraining in Remote Sensing Change Detection. JSTAR, vol. 19, pp. 2355-2372, 2026.TCSVT 2025Hang Sun, Qingfei Zhong, Bo Du, Zhigang Tu, Jun Wan, Wenbin Wang *, Dong Ren. Bidirectional-Modulation Frequency-Heterogeneous Network for Remote Sensing Image Dehazing. TCSVT, vol. 35, no. 11, pp. 10649-10664, 2025.TVC 2025Tang Xu, Wenbin Wang *, ALin Zhong. HOIEdit: Human-Object Interaction Editing with Text-to-Image Diffusion Model. The Visual Computer, vol. 41, pp. 6187-6199, 2025.ECCV 2024Yansheng Li, Tingzhu Wang, Kang Wu, Linlin Wang, Xin Guo, Wenbin Wang. Fine-Grained Scene Graph Generation via Sample-Level Bias Prediction. In ECCV, vol. 15084, pp. 18-35, 2024.[pdf] [DOI] [arXiv] [supp]
TPAMI 2024Yansheng Li, Linlin Wang, Tingzhu Wang, Xue Yang, Junwei Luo, Qi Wang, Youming Deng, Wenbin Wang et al. STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery. TPAMI, vol. 47, no. 3, pp. 1832-1849, 2024.[project]
IJCV 2023Wenbin Wang, Ruiping Wang, Shiguang Shan, Xilin Chen. Importance First: Generating Scene Graph of Human Interest. IJCV, vol. 131, no. 10, pp. 2489–2515, 2023.SCIENTIA SINICA Informationis 2022Wenbin Wang, Ruiping Wang, Xilin Chen. Balanced Scene Graph Generation Assisted by Additional Biased Predictor. Scientia Sinica Informationis, vol. 52, no. 11, pp. 2075-2092, 2022.[pdf]
ICCV 2021Wenbin Wang, Ruiping Wang, Xilin Chen. Topic Scene Graph Generation by Attention Distillation from Caption. In ICCV, pp. 15900-15910, 2021.[DOI] [pdf]
ECCV 2020Wenbin Wang, Ruiping Wang, Shiguang Shan, Xilin Chen. Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation. In ECCV, vol. 12358, pp. 222–239, 2020.[pdf] [data] [slides] [video] [arXiv] [proc.] [supp]
CVPR 2019Wenbin Wang, Ruiping Wang, Shiguang Shan, Xilin Chen. Exploring Context and Visual Pattern of Relationship for Scene Graph Generation. In CVPR, pp. 8188–8197, Long Beach, CA, US, 2019.[DOI] [pdf] [proc.]
🎖 Honors and Awards
- Nomination Award of the Doctoral Dissertation Incentive Program, China Society of Image and Graphics (中国图象图形学学会博士学位论文激励计划提名奖), 2024.
- Chutian Scholar Talent Program of Hubei Province.
📖 Educations
- 2017.09 - 2022.09, Ph.D., Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China.
- 2013.09 - 2017.06, Undergraduate, Nankai University, Tianjin, China.
🎓 Team Members
📚 Academic Services
- Invited journal reviewer for IEEE TPAMI / IEEE TMM / PR / ESWA
- Invited conference reviewer for CVPR / ICCV / ECCV / NeurIPS
- Member of the CAAI (Intelligent Service Professional Committee), CCF, CSIG
📁 Fundings
- Research on scene graph generation with multi-scale spatial and multi-granularity semantic features. Natural Science Foundation of HuBei Province (Grant No. 2024AFB283), 2024.03~2026.03
📚 Teaching
- Graduate courses
- Academic norms and writings, Fall, 2024
- Undergraduate courses