Knowledge Graph Embedding Based Question Answering

Xiao Huang, Jingyuan Zhang, Dingcheng Li, +1

EngineeringSemantic WebText MiningNatural Language ProcessingKnowledge Graph Embeddings +15

Label Informed Attributed Network Embedding

Xiao Huang, Jundong Li, Xia Hu

Geometric LearningEngineeringMachine LearningNetwork AnalysisLink Prediction +14

Is feature selection secure against training data poisoning?

Xiao Huang, Battista Biggio, Gavin Brown, +3

arXiv (Cornell University)

EngineeringMachine LearningEvasion TechniqueInformation SecurityFeature Selection +16

Support vector machines under adversarial label contamination

Xiao Huang, Battista Biggio, Blaine Nelson, +3

Neurocomputing

Artificial IntelligenceEngineeringMachine LearningPattern RecognitionAdversarial Machine Learning +5

SpecAE

Yuening Li, Xiao Huang, Jundong Li, +2

Anomaly DetectionNetwork ScienceMachine LearningData SciencePattern Recognition +12

Auto-GNN: Neural architecture search of graph neural networks

Kaixiong Zhou, Xiao Huang, Qingquan Song, +2

Frontiers in Big Data

Artificial IntelligenceGeometric LearningGraph Neural NetworksEngineeringGraph Theory +12

Graph Recurrent Networks With Attributed Random Walks

Xiao Huang, Qingquan Song, Yuening Li, +1

EngineeringInteraction NetworkNetwork AnalysisLink PredictionInformation Retrieval +17

S2GAE: Self-Supervised Graph Autoencoders are Generalizable Learners with Graph Masking

Qiaoyu Tan, Ninghao Liu, Xiao Huang, +4

Artificial IntelligenceGraph Neural NetworkGraph Representation LearningMachine LearningData Science +13

Aligning Distillation For Cold-start Item Recommendation

Feiran Huang, Zefan Wang, Xiao Huang, +3

EngineeringMachine LearningText MiningRefrigerationNatural Language Processing +18

Towards Deeper Graph Neural Networks with Differentiable Group Normalization

Kaixiong Zhou, Xiao Huang, Yuening Li, +3

arXiv (Cornell University)

Geometric LearningGraph Neural NetworksNetwork ScienceGraph TheoryMachine Learning +11