Chengxin He

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Biomedical Data

Amino Acid Residues

Graph Representation

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Knowl. Based Syst.

Publications

Yanmin Xue, Chengxin He
Interaction Behavior Based Urban Bus Stop Research on Aging Adaptive Design. HCI (57) (2024)
Jingyu Chen, Chengxin He, Yuening Qu, Zhenyang Yu, Yuanhao Zhang, Lei Duan
Learning Temporal Graph Representation via Memory-Aware Autoencoder. APWeb-WAIM (1) (2023)
Yuanhao Zhang, Chengxin He, Longhai Li, Bingzhe Zhang, Lei Duan, Jie Zuo
Hypergraph-Enhanced Self-supervised Heterogeneous Graph Representation Learning. APWeb/WAIM (3) (2023)
Longhai Li, Lei Duan, Junchen Wang, Chengxin He, Zihao Chen, Guicai Xie, Song Deng, Zhaohang Luo
Memory-Enhanced Transformer for Representation Learning on Temporal Heterogeneous Graphs. Data Sci. Eng. 8 (2) (2023)
Zhenjiang Zhao, Chengxin He, Yuening Qu, Huiru Zheng, Lei Duan, Jie Zuo
MGDTI: Graph Transformer with Meta-Learning for Drug-Target Interaction Prediction. BIBM (2023)
Bingzhe Zhang, Xinye Wang, Zhenyang Yu, Yuanhao Zhang, Chengxin He, Song Deng, Zhaohang Luo, Lei Duan
Enhancing GNN-based Fraud Detector via Semantic Extraction and Max-Representation-Margin. ICDM (2023)
Luhan Shen, Chengxin He, Haiying Wang, Yuening Qu, Lei Duan
DARE: Sequence-Structure Dual-Aware Encoder for RNA-Protein Binding Prediction. BIBM (2023)
Yanmin Xue, Chengxin He
Analysis and Prospects of Knowledge Graph-based Research on Public Transportation for the Elderly. ICMLCA (2023)
Chengxin He, Lei Duan, Huiru Zheng, Yuening Qu, Zhenyang Yu
SIDE: Sequence-Interaction-Aware Dual Encoder for Predicting circRNA Back-Splicing Events. BIBM (2023)
Chengxin He, Lei Duan, Guozhu Dong, Jyrki Nummenmaa, Tingting Wang, Tinghai Pang
Efficient mining of concept-hierarchy aware distinguishing sequential patterns. Knowl. Based Syst. 255 (2022)
Longhai Li, Lei Duan, Junchen Wang, Guicai Xie, Chengxin He, Zihao Chen, Song Deng
Transformer-Based Representation Learning on Temporal Heterogeneous Graphs. APWeb/WAIM (2) (2022)
Zihao Chen, Lei Duan, Chengxin He, Yuening Qu, Yidan Zhang
Efficient Gene Community Search to Discover Similar Aspects for Similarity Explanation. BIBM (2022)
Yidan Zhang, Lei Duan, Huiru Zheng, Jesse Li-Ling, Ruiqi Qin, Zihao Chen, Chengxin He, Tingting Wang
Mining Similar Aspects for Gene Similarity Explanation Based on Gene Information Network. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Chengxin He, Lei Duan, Huiru Zheng, Linlin Song, Menglin Huang
An explainable framework for drug repositioning from disease information network. Neurocomputing 511 (2022)
Yuening Qu, Chengxin He, Jin Yin, Zhenjiang Zhao, Jingyu Chen, Lei Duan
MOVE: Integrating Multi-source Information for Predicting DTI via Cross-view Contrastive Learning. BIBM (2022)
Chengxin He, Lei Duan, Huiru Zheng, Jesse Li-Ling, Longhai Li
DRAMA: Discovering Disease-related circRNA-miRNA-mRNA Axes from Disease-RNA Information Network. BIBM (2020)
Geng Deng, Tianyu Geng, Chengxin He, Xinao Wang, Bangjun He, Lei Duan
TSGYE: Two-Stage Grape Yield Estimation. ICONIP (4) (2020)
Chengxin He, Yidan Zhang, Jie Zuo
Construction of a heterogeneous information network by fusing multi-source biomedical data. ACM TUR-C (2019)
Tingting Wang, Lei Duan, Chengxin He, Geng Deng, Ruiqi Qin, Yidan Zhang
ATOM: Construction of Anti-tumor Biomaterial Knowledge Graph by Biomedicine Literature. BIBM (2019)
Yidan Zhang, Lei Duan, Huiru Zheng, Jesse Li-Ling, Bin Hu, Ruiqi Qin, Chengxin He
SCENARIO: Discovery of Similar Aspects for Gene Similarity Explanation from Gene Information Network. BIBM (2019)
Guang Liu, Lei Li, Hui Gong, Qingwen Jin, Xinwu Li, Rui Song, Yun Chen, Yu Chen, Chengxin He, Yuqing Huang, Yuefeng Yao
Multisource Remote Sensing Imagery Fusion Scheme Based on Bidimensional Empirical Mode Decomposition (BEMD) and Its Application to the Extraction of Bamboo Forest. Remote. Sens. 9 (1) (2017)