Haiguang Liu

According to our database, Haiguang Liu authored at least 23 papers between 2007 and 2025.

Collaborative distances:

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

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

Multivariate time series classification based on spatial-temporal attention dynamic graph neural network.

Lipeng Qian, Qiong Zuo, Haiguang Liu, Hong Zhu

Appl. Intell., January, 2025

2024

Predicting equilibrium distributions for molecular systems with deep learning.

Shuxin Zheng, Jiyan He, Chang Liu, Yu Shi, Ziheng Lu, Weitao Feng, Fusong Ju, Jiaxi Wang, Jianwei Zhu, Yaosen Min, He Zhang, Shidi Tang, Hongxia Hao, Peiran Jin, Chi Chen, Frank Noé, Haiguang Liu, Tie-Yan Liu

Nat. Mac. Intell., 2024

2023

Breaking the barriers of data scarcity in drug-target affinity prediction.

Qizhi Pei, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xie, Tao Qin, Haiguang Liu, Tie-Yan Liu, Rui Yan

Briefings Bioinform., September, 2023

Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning.

Shuxin Zheng, Jiyan He, Chang Liu, Yu Shi, Ziheng Lu, Weitao Feng, Fusong Ju, Jiaxi Wang, Jianwei Zhu, Yaosen Min, He Zhang, Shidi Tang, Hongxia Hao, Peiran Jin, Chi Chen, Frank Noé, Haiguang Liu, Tie-Yan Liu

CoRR, 2023

Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design.

Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Tianbo Peng, Yingce Xia, Liang He, Shufang Xie, Tao Qin, Haiguang Liu, Kun He, Tie-Yan Liu

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Distributed Multiple Line-Outages Detection in Power Grid With Finite Time Observer.

Yu Chen, Zhi-Wei Liu, Yaowen Yu, Bo Wang, Wei Yao, Haiguang Liu, Rusi Chen, Dahu Li

Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2023

2022

Direct Molecular Conformation Generation.

Jinhua Zhu, Yingce Xia, Chang Liu, Lijun Wu, Shufang Xie, Yusong Wang, Tong Wang, Tao Qin, Wengang Zhou, Houqiang Li, Haiguang Liu, Tie-Yan Liu

Trans. Mach. Learn. Res., 2022

Incorporating Pre-training Paradigm for Antibody Sequence-Structure Co-design.

Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Tianbo Peng, Yingce Xia, Liang He, Shufang Xie, Tao Qin, Haiguang Liu, Kun He, Tie-Yan Liu

CoRR, 2022

Tailoring Molecules for Protein Pockets: a Transformer-based Generative Solution for Structured-based Drug Design.

Kehan Wu, Yingce Xia, Yang Fan, Pan Deng, Haiguang Liu, Lijun Wu, Shufang Xie, Tong Wang, Tao Qin, Tie-Yan Liu

CoRR, 2022

Randomized Kaczmarz Method for Single Particle X-ray Image Phase Retrieval.

Yin Xian, Haiguang Liu, Xuecheng Tai, Yang Wang

CoRR, 2022

SMT-DTA: Improving Drug-Target Affinity Prediction with Semi-supervised Multi-task Training.

Qizhi Pei, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xie, Tao Qin, Haiguang Liu, Tie-Yan Liu

CoRR, 2022

Computational insights into differential interaction of mammalian angiotensin-converting enzyme 2 with the SARS-CoV-2 spike receptor binding domain.

Cecylia S. Lupala, Vikash Kumar, Xiao-dong Su, Chun Wu, Haiguang Liu

Comput. Biol. Medicine, 2022

Elucidation of partial activation of cannabinoid receptor type 2 and identification of potential partial agonists: Molecular dynamics simulation and structure-based virtual screening.

Abdullahi Ibrahim Uba, Harika Aluwala, Haiguang Liu, Chun Wu

Comput. Biol. Chem., 2022

Variance-Reduced Randomized Kaczmarz Algorithm In Xfel Single-Particle Imaging Phase Retrieval.

Yin Xian, Haiguang Liu, Xuecheng Tai, Yang Wang

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Computational simulations reveal the binding dynamics between human ACE2 and the receptor binding domain of SARS-CoV-2 spike protein.

Cecylia S. Lupala, Xuanxuan Li, Jian Lei, Hong Chen, Jianxun Qi, Haiguang Liu, Xiao-dong Su

Quant. Biol., 2021

Drug repurposing against SARS-CoV-2 receptor binding domain using ensemble-based virtual screening and molecular dynamics simulations.

Vikash Kumar, Haiguang Liu, Chun Wu

Comput. Biol. Medicine, 2021

2020

GDP Release from the Open Conformation of Gα Requires Allosteric Signaling from the Agonist-Bound Human β2 Adrenergic Receptor.

Vikash Kumar, Hannah Hoag, Safaa Sader, Nicolas Scorese, Haiguang Liu, Chun Wu

J. Chem. Inf. Model., 2020

2019

Protein Shape Retrieval Contest.

Florent Langenfeld, Apostolos Axenopoulos, Halim Benhabiles, Petros Daras, Andrea Giachetti, Xusi Han, Karim Hammoudi, Daisuke Kihara, Tuan Manh Lai, Haiguang Liu, Mahmoud Melkemi, Stelios K. Mylonas, Genki Terashi, Yufan Wang, Féryal Windal, Matthieu Montès

Proceedings of the 12th Eurographics Workshop on 3D Object Retrieval, 2019

2018

IDPM: an online database for ion distribution in protein molecules.

Xilun Xiang, Haiguang Liu

BMC Bioinform., 2018

2017

Protein Shape Retrieval.

Na Song, Daniela Craciun, Charles Christoffer, Xusi Han, Daisuke Kihara, Guillaume Levieux, Matthieu Montès, Hong Qin, Pranjal Sahu, Genki Terashi, Haiguang Liu

Proceedings of the 10th Eurographics Workshop on 3D Object Retrieval, 2017

2016

XFEL data analysis for structural biology.

Haiguang Liu, John C. H. Spence

Quant. Biol., 2016

2007

Virtual Reality Platform Based on Open Sourced Graphics Toolkit OpenSceneGraph.

Peng Yuan, Shujie Wang, Jiwei Zhang, Haiguang Liu

Proceedings of the 10th International Conference on Computer-Aided Design and Computer Graphics, 2007