Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks

Zhiqian Chen, Fanglan Chen, Lei Zhang, +4

arXiv (Cornell University)

Spectral TheoryGeometric LearningDeep Neural NetworksNetwork ScienceGraph Theory +13

Towards More Accurate Uncertainty Estimation In Text Classification

Jianfeng He, Xuchao Zhang, Shuo Lei, +5

Changtien LuEngineeringUncertain DataCorpus LinguisticsLanguage Processing +19

Graph Convolutional Networks with Kalman Filtering for Traffic Prediction

Fanglan Chen, Zhiqian Chen, Subhodip Biswas, +3

Temporal DependenciesIntelligent Traffic ManagementDeep Neural NetworksGraph Convolutional NetworksGraph Theory +12

Mitigating Uncertainty in Document Classification

Xuchao Zhang, Fanglan Chen, Chang‐Tien Lu, +1

EngineeringLanguage ProcessingText MiningNatural Language ProcessingApplied Linguistics +18

Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation

Dongjie Wang, Yanjie Fu, Kunpeng Liu, +3

ACM Transactions on Spatial Algorithms and Systems

Artificial IntelligenceEngineeringMachine LearningIntelligent SystemsUrban Science +24

Detecting anomalous traffic behaviors with seasonal deep Kalman filter graph convolutional neural networks

Yanshen Sun, Yen-Cheng Lu, Kaiqun Fu, +2

Journal of King Saud University - Computer and Information Sciences

Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data

Xuchao Zhang, Xian Wu, Fanglan Chen, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceEngineeringMachine LearningData SciencePattern Recognition +11

Geospatial Clustering for Balanced and Proximal Schools

Subhodip Biswas, Fanglan Chen, Andreea Sistrunk, +5

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringEducationSchool OrganizationSocial SciencesEducational System +15

TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation

Shuo Lei, Xuchao Zhang, Jianfeng He, +2

Few-shot LearningEngineeringMachine LearningMeta-learningTask-adaptive Metric Spaces +16

Adaptive graph convolutional imputation network for environmental sensor data recovery

Fanglan Chen, Dongjie Wang, Shuo Lei, +3

Frontiers in Environmental Science