Chengbin Hou

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Dynamic Networks

Topology Preserving

Competitive Learning

Thinning Algorithm

Top Venues

Publications

Tianyu Zhang, Chengbin Hou, Rui Jiang, Xuegong Zhang, Chenghu Zhou, Ke Tang, Hairong Lv
Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs. CoRR (2024)
Chengbin Hou, Xinyu Lin, Hanhui Huang, Sheng Xu, Junxuan Fan, Yukun Shi, Hairong Lv
Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews. CoRR (2023)
Bingzhe Wu, Jintang Li, Chengbin Hou, Guoji Fu, Yatao Bian, Liang Chen, Junzhou Huang
Recent Advances in Reliable Deep Graph Learning: Adversarial Attack, Inherent Noise, and Distribution Shift. CoRR (2022)
Chengbin Hou, Han Zhang, Shan He, Ke Tang
GloDyNE: Global Topology Preserving Dynamic Network Embedding (Extended Abstract). ICDE (2022)
Bingzhe Wu, Jintang Li, Junchi Yu, Yatao Bian, Hengtong Zhang, Chaochao Chen, Chengbin Hou, Guoji Fu, Liang Chen, Tingyang Xu, Yu Rong, Xiaolin Zheng, Junzhou Huang, Ran He, Baoyuan Wu, Guangyu Sun, Peng Cui, Zibin Zheng, Zhe Liu, Peilin Zhao
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection. CoRR (2022)
Chengbin Hou, Han Zhang, Shan He, Ke Tang
GloDyNE: Global Topology Preserving Dynamic Network Embedding. IEEE Trans. Knowl. Data Eng. 34 (10) (2022)
Chengbin Hou, Guoji Fu, Peng Yang, Shan He, Ke Tang
Robust Dynamic Network Embedding via Ensembles. CoRR (2021)
Han Zhang, Chengbin Hou, David W. McDonald, Shan He
A Network Embedding Based Approach to Drug-Target Interaction Prediction Using Additional Implicit Networks. ICANN (1) (2021)
Chengbin Hou, Ke Tang
Towards Robust Dynamic Network Embedding. IJCAI (2021)
Chengbin Hou, Shan He, Ke Tang
RoSANE: Robust and scalable attributed network embedding for sparse networks. Neurocomputing 409 (2020)
Chengbin Hou, Han Zhang, Shan He, Ke Tang
GloDyNE: Global Topology Preserving Dynamic Network Embedding. CoRR (2020)
Guoji Fu, Chengbin Hou, Xin Yao
Learning Topological Representation for Networks via Hierarchical Sampling. IJCNN (2019)
Guoji Fu, Chengbin Hou, Xin Yao
Learning Topological Representation for Networks via Hierarchical Sampling. CoRR (2019)
Chengbin Hou, Han Zhang, Ke Tang, Shan He
DynWalks: Global Topology and Recent Changes Awareness Dynamic Network Embedding. CoRR (2019)
Chengbin Hou, Shan He, Ke Tang
Attributed Network Embedding for Incomplete Structure Information. CoRR (2018)