Xixian Liu

According to our database, Xixian Liu authored at least 6 papers between 2025 and 2026.

Collaborative distances:

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

2026

Learning Structure, Energy, and Dynamics: A Survey of Artificial Intelligence for Protein Dynamics.

Haocheng Tang, Liang Shi, Ya-Shi Zhang, Xixian Liu, Jian Tang, Jiarui Lu

CoRR, April, 2026

PerturbDiff: Functional Diffusion for Single-Cell Perturbation Modeling.

Xinyu Yuan, Xixian Liu, Ya Shi Zhang, Zuobai Zhang, Hongyu Guo, Jian Tang

CoRR, February, 2026

GeneZip: Region-Aware Compression for Long Context DNA Modeling.

Jianan Zhao, Xixian Liu, Zhihao Zhan, Xinyu Yuan, Hongyu Guo, Jian Tang

CoRR, February, 2026

Development and validation of a machine learning model to predict 30-day mortality in ischemic stroke patients with consciousness impairment: Insights from MIMIC-IV database and multicenter ICU data in China.

Yupei Cheng, Yang Guo, Yusheng Zhao, Chaoran Wang, Xiaoling Zhao, Qiuhua Yu, Jingjie Huang, Yuxing Zhang, Jingsha Zhang, Xixian Liu, Pan Cai, Chao Zhang, Bangqi Wu, Yi Guo

Int. J. Medical Informatics, 2026

2025

Learning 3D Anisotropic Noise Distributions Improves Molecular Force Field Modeling.

Xixian Liu, Rui Jiao, Zhiyuan Liu, Yurou Liu, Yang Liu, Ziheng Lu, Wenbing Huang, Yang Zhang, Yixin Cao

CoRR, October, 2025

NatureLM: Deciphering the Language of Nature for Scientific Discovery.

Yingce Xia, Peiran Jin, Shufang Xie, Liang He, Chuan Cao, Renqian Luo, Guoqing Liu, Yue Wang, Zequn Liu, Yuan-Jyue Chen, Zekun Guo, Yeqi Bai, Pan Deng, Yaosen Min, Ziheng Lu, Hongxia Hao, Han Yang, Jielan Li, Chang Liu, Jia Zhang, Jianwei Zhu, Kehan Wu, Wei Zhang, Kaiyuan Gao, Qizhi Pei, Qian Wang, Xixian Liu, Yanting Li, Houtian Zhu, Yeqing Lu, Mingqian Ma, Zun Wang, Tian Xie, Krzysztof Maziarz, Marwin H. S. Segler, Zhao Yang, Zilong Chen, Yu Shi, Shuxin Zheng, Lijun Wu, Chen Hu, Peggy Dai, Tie-Yan Liu, Haiguang Liu, Tao Qin

CoRR, February, 2025