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Lifang He
Lifang He
Assistant Professor of Computer Science, Lehigh University
Adresse e-mail validée de lehigh.edu - Page d'accueil
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Année
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
1882015
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
1582018
A Robust Least Squares Support Vector Machine for Regression and Classification with Outliers or Noises
X Yang, L Tan, L He
Neurocomputing, 2014
1202014
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
1122013
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
1042019
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
942020
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
812016
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
792015
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
792013
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
762017
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
752021
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
742018
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
732021
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
712014
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
692021
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
672021
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
652016
Online Unsupervised Multi-view Feature Selection
W Shao, L He, CT Lu, X Wei, PS Yu
IEEE International Conference on Data Mining (ICDM), 2016
622016
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
602020
Tensor-based Multi-view Feature Selection with Applications to Brain Diseases
B Cao, L He, X Kong, SY Philip, Z Hao, AB Ragin
IEEE International Conference on Data Mining (ICDM), 40-49, 2014
572014
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