| 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 | 58* | 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 | 54 | 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 | 44 | 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 | 19 | 2022 |
| Time series data fusion based on evidence theory and OWA operator G Liu, F Xiao Sensors 19 (5), 1171, 2019 | 15 | 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 | 5 | 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 | 4 | 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 | 2 | 2022 |
| Motif-aware Attribute Masking for Molecular Graph Pre-training E Inae, G Liu, M Jiang arXiv preprint arXiv:2309.04589, 2023 | | 2023 |
| Semi-Supervised Graph Imbalanced Regression G Liu, T Zhao, E Inae, T Luo, M Jiang arXiv preprint arXiv:2305.12087, 2023 | | 2023 |
| Explaining AI-Informed Network Intrusion Detection with Counterfactuals G Liu, M Jiang IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023 | | 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 | | 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 | | 2022 |
Meng JiangUniversity of Notre DameVerified email at nd.edu
