Kaipeng Zeng

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Unsupervised Learning

Chemical Reaction

Image Alignment

Top Venues

J. Cheminformatics

Publications

Yu Zhang, Ruijie Yu, Kaipeng Zeng, Ding Li, Feng Zhu, Xiaokang Yang, Yaohui Jin, Yanyan Xu
Text-Augmented Multimodal LLMs for Chemical Reaction Condition Recommendation. CoRR (2024)
Kaipeng Zeng, Bo yang, Xin Zhao, Yu Zhang, Fan Nie, Xiaokang Yang, Yaohui Jin, Yanyan Xu
UAlign: Pushing the Limit of Template-free Retrosynthesis Prediction with Unsupervised SMILES Alignment. CoRR (2024)
Kaipeng Zeng, Bo Yang, Xin Zhao, Yu Zhang, Fan Nie, Xiaokang Yang, Yaohui Jin, Yanyan Xu
Ualign: pushing the limit of template-free retrosynthesis prediction with unsupervised SMILES alignment. J. Cheminformatics 16 (1) (2024)
Nianzu Yang, Kaipeng Zeng, Haotian Lu, Yexin Wu, Zexin Yuan, Danni Chen, Shengdian Jiang, Jiaxiang Wu, Yimin Wang, Junchi Yan
MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation. CoRR (2024)
Qitian Wu, Chenxiao Yang, Kaipeng Zeng, Fan Nie, Michael Bronstein, Junchi Yan
Advective Diffusion Transformers for Topological Generalization in Graph Learning. CoRR (2023)
Nianzu Yang, Kaipeng Zeng, Qitian Wu, Junchi Yan
MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Learning. WWW (2023)
Nianzu Yang, Kaipeng Zeng, Qitian Wu, Xiaosong Jia, Junchi Yan
Learning Substructure Invariance for Out-of-Distribution Molecular Representations. NeurIPS (2022)