I am a Ph.D. student in the Data Intelligence and Computing Art Laboratory at the College of Computer Science, Sichuan University, and the Engineering Research Center of Machine Learning and Industry Intelligence, Ministry of Education of China. I am advised by Prof. Jiancheng Lv and collaborate closely with Prof. Xianggen Liu.
My research explores the frontiers of Generative Models (specifically Diffusion Models & Bayesian Flow Networks). I focus on bridging the gap between generative algorithms and practical applications, such as Molecular Generation for drug discovery and Parametric CAD Generation for industrial design.
News
- [Nov. 2025] One paper has been accepted by IEEE TCBB!
- [Jul. 2025] One paper has been accepted by ACM MM 2025!
Selected Publications
Target-Guided Bayesian Flow Networks for Quantitatively Constrained CAD Generation
Wenhao Zheng, Chenwei Sun, Wenbo Zhang, Jiancheng Lv, Xianggen Liu
Proceedings of the 33rd ACM International Conference on Multimedia
ACM MM 2025, CCF-AProtoDiff: Prototypical Diffusion Model for Few-Shot Molecular Image Generation
Wenhao Zheng, Peidong Liu, Hanwen Zhang, Chenwei Sun, Xiong Deng, Xianggen Liu, Jiancheng Lv
IEEE transactions on computational biology and bioinformatics
TCBB 2025, CCF-B, JCR Q1, IF=3.4