| Bridging collaborative filtering and semi-supervised learning: a neural approach for poi recommendation C Yang, L Bai, C Zhang, Q Yuan, J Han Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 273 | 2017 |
| Adversarial attack and defense on graph data: A survey L Sun, Y Dou, C Yang, J Wang, PS Yu, B Li arXiv preprint arXiv:1812.10528, 2018 | 123 | 2018 |
| 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, 2020 | 103* | 2020 |
| I know you'll be back: Interpretable new user clustering and churn prediction on a mobile social application C Yang, X Shi, L Jie, J Han Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 68 | 2018 |
| Conditional structure generation through graph variational generative adversarial nets C Yang, P Zhuang, W Shi, A Luu, P Li Advances in Neural Information Processing Systems 32, 2019 | 60 | 2019 |
| mvn2vec: Preservation and collaboration in multi-view network embedding Y Shi, F Han, X He, X He, C Yang, J Luo, J Han arXiv preprint arXiv:1801.06597, 2018 | 48 | 2018 |
| Local coordinate concept factorization for image representation H Liu, Z Yang, C Yang, Z Wu, X Li IEEE Transactions on Neural Networks and Learning Systems 25 (6), 1071-1082, 2013 | 38 | 2013 |
| Meta-graph based hin spectral embedding: Methods, analyses, and insights C Yang, Y Feng, P Li, Y Shi, J Han 2018 IEEE International Conference on Data Mining (ICDM), 657-666, 2018 | 34 | 2018 |
| Bi-directional joint inference for user links and attributes on large social graphs C Yang, L Zhong, LJ Li, L Jie Proceedings of the 26th International Conference on World Wide Web Companion …, 2017 | 29 | 2017 |
| Fedgraphnn: A federated learning system and benchmark for graph neural networks C He, K Balasubramanian, E Ceyani, C Yang, H Xie, L Sun, L He, L Yang, ... arXiv preprint arXiv:2104.07145, 2021 | 28 | 2021 |
| Node, motif and subgraph: Leveraging network functional blocks through structural convolution C Yang, M Liu, VW Zheng, J Han 2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018 | 27 | 2018 |
| When do gnns work: Understanding and improving neighborhood aggregation Y Xie, S Li, C Yang, RCW Wong, J Han IJCAI International Joint Conference on Artificial Intelligence, 2020 | 26 | 2020 |
| Multisage: Empowering gcn with contextualized multi-embeddings on web-scale multipartite networks C Yang, A Pal, A Zhai, N Pancha, J Han, C Rosenberg, J Leskovec Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 25 | 2020 |
| Relation learning on social networks with multi-modal graph edge variational autoencoders C Yang, J Zhang, H Wang, S Li, M Kim, M Walker, Y Xiao, J Han Proceedings of the 13th International Conference on Web Search and Data …, 2020 | 23 | 2020 |
| Similarity modeling on heterogeneous networks via automatic path discovery C Yang, M Liu, F He, X Zhang, J Peng, J Han Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 23 | 2018 |
| Co-embedding network nodes and hierarchical labels with taxonomy based generative adversarial networks C Yang, J Zhang, J Han 2020 IEEE International Conference on Data Mining (ICDM), 721-730, 2020 | 22 | 2020 |
| Transfer learning of graph neural networks with ego-graph information maximization Q Zhu, C Yang, Y Xu, H Wang, C Zhang, J Han Advances in Neural Information Processing Systems 34, 2021 | 20 | 2021 |
| Did you enjoy the ride? understanding passenger experience via heterogeneous network embedding C Yang, C Zhang, X Chen, J Ye, J Han 2018 IEEE 34th International Conference on Data Engineering (ICDE), 1392-1403, 2018 | 20 | 2018 |
| Heterogeneous Network Representation Learning: Survey, Benchmark C Yang, Y Xiao, Y Zhang, Y Sun, J Han Evaluation, and beyond, 2020 | 16 | 2020 |
| Graph clustering with embedding propagation C Yang, L Liu, M Liu, Z Wang, C Zhang, J Han 2020 IEEE International Conference on Big Data (Big Data), 858-867, 2020 | 15* | 2020 |
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
