| 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 | 338 | 2017 |
| 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 | 252* | 2020 |
| 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 | 231* | 2018 |
| 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 | 120 | 2021 |
| 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 | 94 | 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 | 91 | 2019 |
| Federated graph classification over non-iid graphs H Xie, J Ma, L Xiong, C Yang Advances in Neural Information Processing Systems 34, 18839-18852, 2021 | 80 | 2021 |
| Subgraph federated learning with missing neighbor generation K Zhang, C Yang, X Li, L Sun, SM Yiu Advances in Neural Information Processing Systems 34, 6671-6682, 2021 | 75 | 2021 |
| 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, 1766-1779, 2021 | 69 | 2021 |
| 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 | 62 | 2018 |
| When do gnns work: Understanding and improving neighborhood aggregation Y Xie, S Li, C Yang, RCW Wong, J Han IJCAI'20: Proceedings of the Twenty-Ninth International Joint Conference on …, 2020 | 55 | 2020 |
| 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 | 48 | 2013 |
| 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 | 47 | 2018 |
| Fbnetgen: Task-aware gnn-based fmri analysis via functional brain network generation X Kan, H Cui, J Lukemire, Y Guo, C Yang International Conference on Medical Imaging with Deep Learning, 618-637, 2022 | 45 | 2022 |
| 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 | 45 | 2020 |
| Understanding structural vulnerability in graph convolutional networks L Chen, J Li, Q Peng, Y Liu, Z Zheng, C Yang arXiv preprint arXiv:2108.06280, 2021 | 44 | 2021 |
| Braingb: A benchmark for brain network analysis with graph neural networks H Cui, W Dai, Y Zhu, X Kan, AAC Gu, J Lukemire, L Zhan, L He, Y Guo, ... IEEE transactions on medical imaging 42 (2), 493-506, 2022 | 42 | 2022 |
| 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 | 42 | 2020 |
| 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 | 42 | 2018 |
| On positional and structural node features for graph neural networks on non-attributed graphs H Cui, Z Lu, P Li, C Yang Proceedings of the 31st ACM International Conference on Information …, 2022 | 40 | 2022 |
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
