| PathSim: Meta path-based top-k similarity search in heterogeneous information networks Y Sun, J Han, X Yan, PS Yu, T Wu Proceedings of the VLDB Endowment 4 (11), 992-1003, 2011 | 2438 | 2011 |
| Heterogeneous Graph Transformer Z Hu, Y Dong, K Wang, Y Sun Proceedings of The Web Conference 2020, 2704-2710, 2020 | 1973 | 2020 |
| A survey of heterogeneous information network analysis C Shi, Y Li, J Zhang, Y Sun, SY Philip IEEE Transactions on Knowledge and Data Engineering 29 (1), 17-37, 2017 | 1331 | 2017 |
| Personalized entity recommendation: a heterogeneous information network approach X Yu, X Ren, Y Sun, Q Gu, B Sturt, U Khandelwal, B Norick, J Han Proceedings of the 7th ACM international conference on Web search and data …, 2014 | 1002 | 2014 |
| Mining heterogeneous information networks: a structural analysis approach Y Sun, J Han ACM SIGKDD Explorations Newsletter 14 (2), 20-28, 2012 | 818 | 2012 |
| GPT-GNN: Generative Pre-Training of Graph Neural Networks Z Hu, Y Dong, K Wang, KW Chang, Y Sun Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 791 | 2020 |
| Mining heterogeneous information networks: principles and methodologies Y Sun, J Han Synthesis Lectures on Data Mining and Knowledge Discovery 3 (2), 1-159, 2012 | 746 | 2012 |
| Ranking-based clustering of heterogeneous information networks with star network schema Y Sun, Y Yu, J Han Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009 | 722 | 2009 |
| Co-author relationship prediction in heterogeneous bibliographic networks Y Sun, R Barber, M Gupta, CC Aggarwal, J Han 2011 International Conference on Advances in Social Networks Analysis and …, 2011 | 608 | 2011 |
| RankClus: integrating clustering with ranking for heterogeneous information network analysis Y Sun, J Han, P Zhao, Z Yin, H Cheng, T Wu Proceedings of the 12th International Conference on Extending Database …, 2009 | 568 | 2009 |
| SimGNN: A Neural Network Approach to Fast Graph Similarity Computation Y Bai, H Ding, S Bian, T Chen, Y Sun, W Wang Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019 | 541 | 2019 |
| LCARS: a location-content-aware recommender system H Yin, Y Sun, B Cui, Z Hu, L Chen Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 461 | 2013 |
| Pathselclus: Integrating meta-path selection with user-guided object clustering in heterogeneous information networks Y Sun, B Norick, J Han, X Yan, PS Yu, X Yu ACM Transactions on Knowledge Discovery from Data (TKDD) 7 (3), 1-23, 2013 | 458 | 2013 |
| Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks Y Sun, B Norick, J Han, X Yan, PS Yu, X Yu Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 458* | 2012 |
| Layer-dependent importance sampling for training deep and large graph convolutional networks D Zou, Z Hu, Y Wang, S Jiang, Y Sun, Q Gu Advances in Neural Information Processing Systems, 11247-11256, 2019 | 437 | 2019 |
| Heterogeneous network representation learning: A unified framework with survey and benchmark C Yang, Y Xiao, Y Zhang, Y Sun, J Han IEEE Transactions on Knowledge and Data Engineering 34 (10), 4854-4873, 2020 | 434* | 2020 |
| Finding key players in complex networks through deep reinforcement learning C Fan, L Zeng, Y Sun, YY Liu Nature Machine Intelligence 2 (6), 317-324, 2020 | 417 | 2020 |
| On community outliers and their efficient detection in information networks J Gao, F Liang, W Fan, C Wang, Y Sun, J Han Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 395 | 2010 |
| Graph regularized transductive classification on heterogeneous information networks M Ji, Y Sun, M Danilevsky, J Han, J Gao Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010 | 335 | 2010 |
| When will it happen? -- relationship prediction in heterogeneous information networks Y Sun, J Han, CC Aggarwal, NV Chawla Proceedings of the fifth ACM international conference on Web search and data …, 2012 | 311 | 2012 |
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
