| Multiple Incomplete Views Clustering via Weighted Nonnegative Matrix Factorization with Regularization W Shao, L He, SY Philip Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015 | 215 | 2015 |
| Adversarial Attack and Defense on Graph Data: A Survey L Sun, Y Dou, Y Carl, J Wang, PS Yu, L He, B Li arXiv preprint arXiv:1812.10528, 2018 | 179 | 2018 |
| Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification H Peng, J Li, S Wang, L Wang, Q Gong, R Yang, B Li, PS Yu, L He IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019 | 121 | 2019 |
| A Robust Least Squares Support Vector Machine for Regression and Classification with Outliers or Noises X Yang, L Tan, L He Neurocomputing, 2014 | 121 | 2014 |
| A Linear Support Higher-Order Tensor Machine for Classification Z Hao, L He, B Chen, X Yang IEEE Transactions on Image Processing 22 (7), 2911-2920, 2013 | 121 | 2013 |
| A Survey on Text Classification: From Shallow to Deep Learning Q Li, H Peng, J Li, C Xia, R Yang, L Sun, PS Yu, L He arXiv preprint arXiv:2008.00364, 2020 | 113 | 2020 |
| KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning Y Liu, Y Wan, L He, H Peng, PS Yu Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021 | 92 | 2021 |
| Dynamic Graph Convolutional Network for Long-Term Traffic Flow Prediction with Reinforcement Learning H Peng, B Du, M Liu, M Liu, S Ji, S Wang, X Zhang, L He Information Sciences, 2021 | 92 | 2021 |
| 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 | 89 | 2021 |
| The one-against-all partition based binary tree support vector machine algorithms for multi-class classification X Yang, Q Yu, L He, T Guo Neurocomputing 113, 1-7, 2013 | 87 | 2013 |
| Joint Community and Structural Hole Spanner Detection via Harmonic Modularity L He, CT Lu, J Ma, J Cao, L Shen, PS Yu Proceedings of ACM SIGKDD International Conference on Knowledge Discovery …, 2016 | 85 | 2016 |
| SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism Q Sun, H Peng, J Li, Y Ning, J Wu, PS Yu, L He International World Wide Web Conference (WWW), 2021 | 84 | 2021 |
| Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease X Zhang*, L He*, K Chen, Y Luo, J Zhou, F Wang American Medical Informatics Association (AMIA), arXiv preprint arXiv:1805.08801, 2018 | 82 | 2018 |
| Citywide Traffic Congestion Estimation with Social Media S Wang, L He, L Stenneth, PS Yu, Z Li Proceedings of the 23rd SIGSPATIAL International Conference on Advances in …, 2015 | 82 | 2015 |
| Computing Urban Traffic Congestions by Incorporating Sparse GPS Probe Data and Social Media Data S Wang, X Zhang, J Cao, L He, L Stenneth, PS Yu, Z Li, Z Huang ACM Transactions on Information Systems (TOIS), 2017 | 78 | 2017 |
| Online Multi-View Clustering with Incomplete Views W Shao, L He, C Lu, SY Philip IEEE International Conference on Big Data (BigData), 1012-1017, 2016 | 77 | 2016 |
| Mixup-Transfomer: Dynamic Data Augmentation for NLP Tasks L Sun, C Xia, W Yin, T Liang, PS Yu, L He International Conference on Computational Linguistics (COLING), 2020 | 74 | 2020 |
| Dusk: A Dual Structure-Preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages L He, X Kong, PS Yu, X Yang, AB Ragin, Z Hao SIAM International Conference on Data Mining (SDM), 127-135, 2014 | 74 | 2014 |
| Online Unsupervised Multi-view Feature Selection W Shao, L He, CT Lu, X Wei, PS Yu IEEE International Conference on Data Mining (ICDM), 2016 | 65 | 2016 |
| Multilinear Factorization Machines for Multi-Task Multi-View Learning CT Lu, L He, W Shao, B Cao, PS Yu Tenth ACM International Conference on Web Search and Data Mining (WSDM), 701-709, 2017 | 61 | 2017 |
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
