Kaipeng Zeng

According to our database, Kaipeng Zeng authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Optimal Flow Transport and its Entropic Regularization: a GPU-friendly Matrix Iterative Algorithm for Flow Balance Satisfaction.

Liangliang Shi, Yufeng Li, Kaipeng Zeng, Yihui Tu, Junchi Yan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Ualign: pushing the limit of template-free retrosynthesis prediction with unsupervised SMILES alignment.

Kaipeng Zeng, Bo Yang, Xin Zhao, Yu Zhang, Fan Nie, Xiaokang Yang, Yaohui Jin, Yanyan Xu

J. Cheminformatics, December, 2024

Learning Chemical Reaction Representation with Reactant-Product Alignment.

Kaipeng Zeng, Xianbin Liu, Yu Zhang, Xiaokang Yang, Yaohui Jin, Yanyan Xu

CoRR, 2024

Text-Augmented Multimodal LLMs for Chemical Reaction Condition Recommendation.

Yu Zhang, Ruijie Yu, Kaipeng Zeng, Ding Li, Feng Zhu, Xiaokang Yang, Yaohui Jin, Yanyan Xu

CoRR, 2024

MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation.

Nianzu Yang, Kaipeng Zeng, Haotian Lu, Yexin Wu, Zexin Yuan, Danni Chen, Shengdian Jiang, Jiaxiang Wu, Yimin Wang, Junchi Yan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Advective Diffusion Transformers for Topological Generalization in Graph Learning.

Qitian Wu, Chenxiao Yang, Kaipeng Zeng, Fan Nie, Michael M. Bronstein, Junchi Yan

CoRR, 2023

MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Learning.

Nianzu Yang, Kaipeng Zeng, Qitian Wu, Junchi Yan

Proceedings of the ACM Web Conference 2023, 2023

2022

Learning Substructure Invariance for Out-of-Distribution Molecular Representations.

Nianzu Yang, Kaipeng Zeng, Qitian Wu, Xiaosong Jia, Junchi Yan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022