A Survey on Text Classification: From Traditional to Deep Learning

Qian Li, Hao Peng, Jianxin Li, +5

ACM Transactions on Intelligent Systems and Technology

EngineeringMachine LearningCorpus LinguisticsText MiningWord Embeddings +15

Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN

Hao Peng, Jianxin Li, Yu He, +5

Natural Language ProcessingStructured PredictionConvolutional Neural NetworkGraph Neural NetworkEngineering +11

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification

Hao Peng, Jianxin Li, Senzhang Wang, +6

IEEE Transactions on Knowledge and Data Engineering

Natural Language ProcessingStructured PredictionHierarchical Taxonomy-awareEngineeringMachine Learning +13

SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism

Qingyun Sun, Jianxin Li, Hao Peng, +4

Graph Structure Learning with Variational Information Bottleneck

Qingyun Sun, Jianxin Li, Hao Peng, +4

Proceedings of the AAAI Conference on Artificial Intelligence

Graph Neural NetworksGraph Structure LearningGraph TheoryData ScienceMachine Learning +11

TIMiner: Automatically extracting and analyzing categorized cyber threat intelligence from social data

Jun Zhao, Qiben Yan, Jianxin Li, +3

Computers & Security

Computational Social ScienceThreat (Computer)EngineeringData ScienceData Mining +9

HeteSpaceyWalk

Yu He, Yangqiu Song, Jianxin Li, +3

Natural Language ProcessingGraph Neural NetworkNetwork ScienceGraph TheoryData Science +12

Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks

Hao Peng, Jianxin Li, Qiran Gong, +4

EngineeringMachine LearningSocial Medium MonitoringEvent CorrelationCommunication +23

A Survey on Text Classification: From Shallow to Deep Learning

Qian Li, Hao Peng, Jianxin Li, +5

arXiv (Cornell University)

EngineeringMachine LearningCorpus LinguisticsText MiningWord Embeddings +16

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks

Hao Peng, Jianxin Li, Yangqiu Song, +4

ACM Transactions on Knowledge Discovery from Data

EngineeringEvolution DiscoveryNetwork AnalysisStreaming AlgorithmCommunication +23