Gated Residual Recurrent Graph Neural Networks for Traffic Prediction

Cen Chen, Kenli Li, Sin G. Teo, +4

Proceedings of the AAAI Conference on Artificial Intelligence

Graph-based Spatial DependenciesConvolutional Neural NetworkDeep Neural NetworksSpatiotemporal DiagnosticsMachine Learning +8

Citywide Traffic Flow Prediction Based on Multiple Gated Spatio-temporal Convolutional Neural Networks

Cen Chen, Kenli Li, Sin G. Teo, +3

ACM Transactions on Knowledge Discovery from Data

Convolutional Neural NetworkEngineeringMachine LearningTraffic FlowTraffic Flow Prediction +16

Hierarchical Graph Neural Networks for Few-Shot Learning

Cen Chen, Kenli Li, Wei Wei, +2

IEEE Transactions on Circuits and Systems for Video Technology

Few-shot LearningGeometric LearningGraph Neural NetworkEngineeringGraph Theory +13

A Novel Security-Driven Scheduling Algorithm for Precedence-Constrained Tasks in Heterogeneous Distributed Systems

Xiaoyong Tang, Kenli Li, Zeng Zeng, +1

IEEE Transactions on Computers

EngineeringInformation SecurityAvailable ParallelismFormal VerificationHeterogeneous Distributed Systems +18

A hierarchical deep convolutional neural network and gated recurrent unit framework for structural damage detection

Jianxi Yang, Likai Zhang, Cen Chen, +5

Information Sciences

Recurrent Unit FrameworkConvolutional Neural NetworkDamage MechanismImage AnalysisMachine Learning +7

GFlink: An In-Memory Computing Architecture on Heterogeneous CPU-GPU Clusters for Big Data

Cen Chen, Kenli Li, Aijia Ouyang, +2

IEEE Transactions on Parallel and Distributed Systems

Cluster ComputingHeterogeneous ComputingEngineeringComputer ArchitectureBig Data Processing +18

Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network

Jianguo Chen, Kenli Li, Keqin Li, +2

ACM Transactions on Intelligent Systems and Technology

Transport Network AnalysisEngineeringDynamic PlanningNetwork AnalysisCandidate Bicycle Stations +14

Exploiting Spatio-Temporal Correlations with Multiple 3D Convolutional Neural Networks for Citywide Vehicle Flow Prediction

Cen Chen, Kenli Li, Sin G. Teo, +6

Convolutional Neural NetworkEngineeringMachine LearningMultiple 3DSpatiotemporal Data Fusion +18

Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds

Xiaoyong Tang, Wenbiao Cao, Huiya Tang, +6

IEEE Transactions on Parallel and Distributed Systems

Cluster ComputingEngineeringComputer ArchitectureWorkflow Execution CostCloud Resource Management +21

A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification

Xulei Yang, Zeng Zeng, Si Yong Yeo, +3

arXiv (Cornell University)

Dermoscopic ImageSkin Lesion SegmentationConvolutional Neural NetworkMultiple Instance LearningImage Analysis +13