Liang He

According to our database, Liang He authored at least 15 papers between 2011 and 2024.

Collaborative distances:

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

2024

SFM-Protein: Integrative Co-evolutionary Pre-training for Advanced Protein Sequence Representation.

Liang He, Peiran Jin, Yaosen Min, Shufang Xie, Lijun Wu, Tao Qin, Xiaozhuan Liang, Kaiyuan Gao, Yuliang Jiang, Tie-Yan Liu

CoRR, 2024

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

2022

Neurally-Guided Semantic Navigation in Knowledge Graph.

Liang He, Bin Shao, Yanghua Xiao, Yatao Li, Tie-Yan Liu, Enhong Chen, Huanhuan Xia

IEEE Trans. Big Data, 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

SPRoBERTa: protein embedding learning with local fragment modeling.

Lijun Wu, Chengcan Yin, Jinhua Zhu, Zhen Wu, Liang He, Yingce Xia, Shufang Xie, Tao Qin, Tie-Yan Liu

Briefings Bioinform., 2022

Improved drug-target interaction prediction with intermolecular graph transformer.

Siyuan Liu, Yusong Wang, Yifan Deng, Liang He, Bin Shao, Jian Yin, Nanning Zheng, Tie-Yan Liu, Tong Wang

Briefings Bioinform., 2022

2021

Pre-training Co-evolutionary Protein Representation via A Pairwise Masked Language Model.

Liang He, Shizhuo Zhang, Lijun Wu, Huanhuan Xia, Fusong Ju, He Zhang, Siyuan Liu, Yingce Xia, Jianwei Zhu, Pan Deng, Bin Shao, Tao Qin, Tie-Yan Liu

CoRR, 2021

Co-evolution Transformer for Protein Contact Prediction.

He Zhang, Fusong Ju, Jianwei Zhu, Liang He, Bin Shao, Nanning Zheng, Tie-Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

CapableOf Reasoning: A Step Towards Commonsense Oracle.

Jingping Liu, Yanghua Xiao, Ao Wang, Liang He, Bin Shao

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

SEEK: Segmented Embedding of Knowledge Graphs.

Wentao Xu, Shun Zheng, Liang He, Bin Shao, Jian Yin, Tie-Yan Liu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2017

Stylus: A Strongly-Typed Store for Serving Massive RDF Data.

Liang He, Bin Shao, Yatao Li, Huanhuan Xia, Yanghua Xiao, Enhong Chen, Liang Chen

Proc. VLDB Endow., 2017

2015

Convolutional Nonlinear Neighbourhood Components Analysis for Time Series Classification.

Yi Zheng, Qi Liu, Enhong Chen, J. Leon Zhao, Liang He, Guangyi Lv

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Distributed real-time knowledge graph serving.

Liang He, Bin Shao, Yatao Li, Enhong Chen

Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015

2013

Personalized next-song recommendation in online karaokes.

Xiang Wu, Qi Liu, Enhong Chen, Liang He, Jingsong Lv, Can Cao, Guoping Hu

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

2011

Gaussian Process for Recommender Systems.

Qi Liu, Enhong Chen, Biao Xiang, Chris H. Q. Ding, Liang He

Proceedings of the Knowledge Science, Engineering and Management, 2011