| Combating emerging financial risks in the big data era: A perspective review X Cheng, S Liu, X Sun, Z Wang, H Zhou, Y Shao, H Shen Fundamental Research 1 (5), 595-606, 2021 | 52 | 2021 |
| Dpgs: Degree-preserving graph summarization H Zhou, S Liu, K Lee, K Shin, H Shen, X Cheng Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021 | 19 | 2021 |
| A provable framework of learning graph embeddings via summarization H Zhou, S Liu, D Koutra, H Shen, X Cheng Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4946-4953, 2023 | 3 | 2023 |
| Learning node embeddings via summary graphs: a brief theoretical analysis H Zhou, S Liu, D Koutra, H Shen, X Cheng arXiv preprint arXiv:2207.01189, 2022 | 1 | 2022 |
| Node Embedding Preserving Graph Summarization H Zhou, S Liu, H Shen, X Cheng ACM Transactions on Knowledge Discovery from Data 18 (6), 1-19, 2024 | | 2024 |
| Graph Summarization for Preserving Spectral Characteristics H Zhou, S Liu, H Shen, X Cheng Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024 | | 2024 |
| Summarizing graphs using the configuration model H Zhou, S Liu, K Lee, K Shin, H Shen, X Cheng arXiv preprint arXiv:2010.09175, 2020 | | 2020 |
| Fundamental Research X Cheng, S Liu, X Sun, Z Wang, H Zhou, Y Shao, H Shen | | |
