Gang Liu
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Learning from counterfactual links for link prediction
T Zhao, G Liu, D Wang, W Yu, M Jiang
International Conference on Machine Learning, 26911-26926, 2022
Graph data augmentation for graph machine learning: A survey
T Zhao, W Jin, Y Liu, Y Wang, G Liu, S Günnemann, N Shah, M Jiang
arXiv preprint arXiv:2202.08871, 2022
A fuzzy interval time-series energy and financial forecasting model using network-based multiple time-frequency spaces and the induced-ordered weighted averaging aggregation …
G Liu, F Xiao, CT Lin, Z Cao
IEEE Transactions on Fuzzy Systems 28 (11), 2677-2690, 2020
Graph Rationalization with Environment-based Augmentations
G Liu, T Zhao, J Xu, T Luo, M Jiang
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
Time series data fusion based on evidence theory and OWA operator
G Liu, F Xiao
Sensors 19 (5), 1171, 2019
A data-driven dynamic data fusion method based on visibility graph and evidence theory
G Liu, F Xiao
IEEE Access 7, 104443-104452, 2019
Data-Centric Learning from Unlabeled Graphs with Diffusion Model
G Liu, E Inae, T Zhao, J Xu, T Luo, M Jiang
arXiv preprint arXiv:2303.10108, 2023
On the Relationship between Counterfactual Explainer and Recommender: A Framework and Preliminary Observations
G Liu, Z Zhang, Z Ning, M Jiang
arXiv preprint arXiv:2207.04317, 2022
Motif-aware Attribute Masking for Molecular Graph Pre-training
E Inae, G Liu, M Jiang
arXiv preprint arXiv:2309.04589, 2023
Semi-Supervised Graph Imbalanced Regression
G Liu, T Zhao, E Inae, T Luo, M Jiang
arXiv preprint arXiv:2305.12087, 2023
Explaining AI-Informed Network Intrusion Detection with Counterfactuals
G Liu, M Jiang
IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023
Machine learning-assisted discovery of high-performance polymer membranes for gas separation
J Xu, A Suleiman, G Liu, M Jiang, R Guo, T Luo
Bulletin of the American Physical Society, 2023
Network Immunization Strategy by Eliminating Fringe Nodes: A Percolation Perspective
G Liu, Y Deng, KH Cheong
IEEE Transactions on Systems, Man, and Cybernetics: Systems 53 (3), 1862-1871, 2022
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