Xiansong Huang

According to our database, Xiansong Huang authored at least 9 papers between 2019 and 2025.

Collaborative distances:

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

2025

OmniESI: A unified framework for enzyme-substrate interaction prediction with progressive conditional deep learning.

Zhiwei Nie, Hongyu Zhang, Hao Jiang, Yutian Liu, Xiansong Huang, Fan Xu, Jie Fu, Zhixiang Ren, Yonghong Tian, Wen-Bin Zhang, Jie Chen

CoRR, June, 2025

A Unified Peptide Generative Framework via a Weakly Order-Dependent Autoregressive Language Model and Lifelong Learning.

Zhiwei Nie, Daixi Li, Yutian Liu, Fan Xu, Hongyu Zhang, Xiansong Huang, Xudong Liu, Zhennan Wang, Yiming Ma, Yuxin Ye, Feng Yin, Wen-Bin Zhang, Zhixiang Ren, Zhihong Liu, Zigang Li, Jie Chen

J. Chem. Inf. Model., 2025

Predicting protein stability changes upon mutations with dual-view ensemble learning from single sequence.

Zhiwei Nie, Yiming Ma, Yutian Liu, Xiansong Huang, Zhihong Liu, Peng Yang, Fan Xu, Feng Yin, Zigang Li, Jie Fu, Zhixiang Ren, Wen-Bin Zhang, Jie Chen

Briefings Bioinform., 2025

Generative prediction of real-world prevalent SARS-CoV-2 mutation with <i>in silico</i> virus evolution.

Xudong Liu, Zhiwei Nie, Haorui Si, Xurui Shen, Yutian Liu, Xiansong Huang, Tianyi Dong, Fan Xu, Zhixiang Ren, Peng Zhou, Jie Chen

Briefings Bioinform., 2025

2024

Introducing π-HelixNovo for practical large-scale de novo peptide sequencing.

Tingpeng Yang, Tianze Ling, Boyan Sun, Zhendong Liang, Fan Xu, Xiansong Huang, Linhai Xie, Yonghong He, Leyuan Li, Fuchu He, Yu Wang, Cheng Chang

Briefings Bioinform., January, 2024

2023

Running ahead of evolution - AI-based simulation for predicting future high-risk SARS-CoV-2 variants.

Jie Chen, Zhiwei Nie, Yu Wang, Kai Wang, Fan Xu, Zhiheng Hu, Bing Zheng, Zhennan Wang, Guoli Song, Jingyi Zhang, Jie Fu, Xiansong Huang, Zhongqi Wang, Zhixiang Ren, Qiankun Wang, Daixi Li, Dongqing Wei, Bin Zhou, Chao Yang, Yonghong Tian

Int. J. High Perform. Comput. Appl., November, 2023

2022

OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark Under Heterogeneous AI Computing Platforms.

Jia-Xin Zhuang, Xiansong Huang, Yang Yang, Jiancong Chen, Yue Yu, Wei Gao, Ge Li, Jie Chen, Tong Zhang

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

2020

Learning Erosional Probability Maps for Nuclei Instance Segmentation.

Zhongyi Huang, Yao Ding, Ruizhe Geng, Hongliang He, Xiansong Huang, Jie Chen

Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

2019

Tumor Tissue Segmentation for Histopathological Images.

Xiansong Huang, Hongliang He, Pengxu Wei, Chi Zhang, Juncen Zhang, Jie Chen

Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019