Research direction:
3D Vision and Display, Machine Learning, AIGC
Education and Experience:
09/2022 – Present, Assistant Researcher atBeijing National Research Center for Information Science and Technology, Tsinghua University
07/2017 – 09/2022, Senior Researcher at Microsoft Research Asia
09/2011 – 07/2017, Ph.D. Control Science and Engineering, Tsinghua University
11/2013–07/2014, Visiting Graduate Student, CSAIL, MIT
09/2007 – 07/2011, B.Eng. Department of Automation, Tsinghua University
Representative Publications in past 3 years (# co-first author, *corresponding author):
1、S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation. Xiaotian Chen,Yuwang Wang*, Xuejin Chen, Wenjun Zeng. CVPR 2021 (CCF-A, oral).
2、Visual Concept Tokenization. Tao Yang,Yuwang Wang*, Yan Lu, Nanning Zheng. NeurIPS 2022. (CCF-A)
3、Template-guided Hierarchical Feature Restoration for Anomaly Detection. Hewei Guo, Liping Ren, Jingjing Fu,Yuwang Wang*, Zhizheng Zhang, Cuiling Lan, Haoqian Wang, Xinwen Hou. ICCV 2023. (CCF-A)
4、DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models. Tao Yang;Yuwang Wang*; Yan Lu; Nanning Zheng. NeurIPS 2023. (CCF-A)
5、Incremental Residual Concept Bottleneck Models. Chenming Shang, Shiji Zhou, Hengyuan Zhang, Xinzhe Ni, Yujiu Yang,Yuwang Wang*. CVPR 2024 . (CCF-A)
Research Focus:
My research field lies in 3D visual information perception, computation, and display interaction. Addressing the challenges of difficulty in 3D visual information perception, poor interaction, and slow control, I propose new algorithms for efficient 3D visual perception and reconstruction. Additionally, I introduce new mechanisms for concept-level controllable generation and interaction of visual content. Furthermore, I develop new systems for data processing and light control tailored for 3D display.
Honors & Awards:
2023, Second Prize of Science and Technology Progress Award from the Chinese Institute of Electronics
2017, Tsinghua University Excellent Doctoral Dissertation Award
2017, Excellent Doctoral Dissertation Award from the Chinese Institute of Electronics
2013, Champion of the 6th International Aerial Drone Competition