Publications

2026

1. GraphCAD: Geometry-Aware Diffusion on Edge-Adjacency Graphs for CAD Generation
   Wenhao Zheng, Xianggen Liu, Li Yue, Jiancheng Shi, Jiancheng Lv
   Proceedings of the 34th ACM International Conference on Multimedia
   ACM MM 2026, CCF-A

2. Enhancing Numerical Prediction in LLMs via Smooth MMD Alignment
   Zhuo Zuo, Li Yue, Wenhao Zheng, Chenpeng Wang, Xianggen Liu
   Forty-third International Conference on Machine Learning
   ICML 2026, CCF-A

3. EquiCAD: A Geometric Equivariant Neural Network for 3D Shape Classification
   Yonghao Su, Yantao Gan, Junfeng Long, Caiyang Yu, Wenhao Zheng, Jiancheng Lv, Xianggen Liu
   Forty-third International Conference on Machine Learning
   ICML 2026, CCF-A

2025

1. ProtoDiff: 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

2. 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-A

3. TargetSA: adaptive simulated annealing for target-specific drug design
   Zhe Xue, Chenwei Sun, Wenhao Zheng, Jiancheng Lv, Xianggen Liu
   Bioinformatics
   Bioinformatics 2025, CCF-B, JCR Q1, IF=5.4