Xiangzhe Kong

According to our database, Xiangzhe Kong authored at least 19 papers between 2021 and 2026.

Collaborative distances:

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

2026

h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction Network.

Yanru Qu, Yijie Zhang, Wenjuan Tan, Xiangzhe Kong, Xiangxin Zhou, Chaoran Cheng, Mathieu Blanchette, Jiaxuan You, Ge Liu

CoRR, April, 2026

Short-Term Natural Gas Load Forecasting Using a New Informer Framework Based on Temporal Kolmogorov-Arnold Networks.

Weibiao Qiao, Luyao Shi, Xiangzhe Kong, Qianli Ma, Xinjun Yang, Nan Huang, Yuqin Wang

IEEE Access, 2026

2025

From Macro to Micro: Benchmarking Microscopic Spatial Intelligence on Molecules via Vision-Language Models.

Zongzhao Li, Xiangzhe Kong, Jiahui Su, Zongyang Ma, Mingze Li, Songyou Li, Yuelin Zhang, Yu Rong, Tingyang Xu, Deli Zhao, Wenbing Huang

CoRR, December, 2025

A survey of geometric graph neural networks: data structures, models and applications.

Jiaqi Han, Jiacheng Cen, Liming Wu, Zongzhao Li, Xiangzhe Kong, Rui Jiao, Ziyang Yu, Tingyang Xu, Fandi Wu, Zihe Wang, Hongteng Xu, Zhewei Wei, Deli Zhao, Yang Liu, Yu Rong, Wenbing Huang

Frontiers Comput. Sci., November, 2025

Peptide2Mol: A Diffusion Model for Generating Small Molecules as Peptide Mimics for Targeted Protein Binding.

Xinheng He, Yijia Zhang, Haowei Lin, Xingang Peng, Xiangzhe Kong, Mingyu Li, Jianzhu Ma

CoRR, November, 2025

Latent Retrieval Augmented Generation of Cross-Domain Protein Binders.

Zishen Zhang, Xiangzhe Kong, Wenbing Huang, Yang Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design.

Xiangzhe Kong, Zishen Zhang, Ziting Zhang, Rui Jiao, Jianzhu Ma, Wenbing Huang, Kai Liu, Yang Liu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints.

Dapeng Jiang, Xiangzhe Kong, Jiaqi Han, Mingyu Li, Rui Jiao, Wenbing Huang, Stefano Ermon, Jianzhu Ma, Yang Liu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications.

Jiaqi Han, Jiacheng Cen, Liming Wu, Zongzhao Li, Xiangzhe Kong, Rui Jiao, Ziyang Yu, Tingyang Xu, Fandi Wu, Zihe Wang, Hongteng Xu, Zhewei Wei, Yang Liu, Yu Rong, Wenbing Huang

CoRR, 2024

Equivariant Pretrained Transformer for Unified Geometric Learning on Multi-Domain 3D Molecules.

Rui Jiao, Xiangzhe Kong, Ziyang Yu, Wenbing Huang, Yang Liu

CoRR, 2024

Full-Atom Peptide Design with Geometric Latent Diffusion.

Xiangzhe Kong, Yinjun Jia, Wenbing Huang, Yang Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization.

Rui Jiao, Xiangzhe Kong, Wenbing Huang, Yang Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning.

Xiangzhe Kong, Wenbing Huang, Yang Liu

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

2023

End-to-End Full-Atom Antibody Design.

Xiangzhe Kong, Wenbing Huang, Yang Liu

Proceedings of the International Conference on Machine Learning, 2023

Conditional Antibody Design as 3D Equivariant Graph Translation.

Xiangzhe Kong, Wenbing Huang, Yang Liu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Design of a multi-mode digital pixel with conversion data protection.

Yanhua Ma, Xiangzhe Kong, Yu-Chun Chang

IET Circuits Devices Syst., 2022

Molecule Generation by Principal Subgraph Mining and Assembling.

Xiangzhe Kong, Wenbing Huang, Zhixing Tan, Yang Liu

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

2021

GraphPiece: Efficiently Generating High-Quality Molecular Graph with Substructures.

Xiangzhe Kong, Zhixing Tan, Yang Liu

CoRR, 2021

Stylized Story Generation with Style-Guided Planning.

Xiangzhe Kong, Jialiang Huang, Ziquan Tung, Jian Guan, Minlie Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021