EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks

Yushun Dong, Ninghao Liu, Brian Jalaian, +1

Proceedings of the ACM Web Conference 2022

EngineeringMachine LearningBias MetricsNetwork AnalysisGraph Processing +18

Improving Differential Evolution through Bayesian Hyperparameter Optimization

Subhodip Biswas, Debanjan Saha, Shuvodeep De, +3

Artificial IntelligenceEngineeringMachine LearningMadde AlgorithmEvolutionary Algorithms +14

ERDT: Energy-Efficient Reliable Decision Transmission for Intelligent Cooperative Spectrum Sensing in Industrial IoT

Rongbo Zhu, Xue Zhang, Xiaozhu Liu, +3

IEEE Access

EngineeringEnergy IotEdge ComputingCss Mathematical ModelIot Communication +12

AdaGNN

Yushun Dong, Kaize Ding, Brian Jalaian, +2

Geometric LearningGraph Neural NetworksGraph Representation LearningGraph TheoryData Science +12

Dynamic Spectrum Access Algorithm Based on Game Theory in Cognitive Radio Networks

Xiaozhu Liu, Rongbo Zhu, Brian Jalaian, +1

Mobile Networks and Applications

Dynamic Spectrum ManagementCognitive Radio Resource ManagementEngineeringSpectrum ManagementGame Theory +4

Attribution-Based Confidence Metric For Deep Neural Networks

Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, +5

Neural Information Processing Systems

Deep Neural NetworksTrustworthy Artificial IntelligenceMachine LearningData ScienceEngineering +10

Machine learning raw network traffic detection

Michael De Lucia, Paul Maxwell, Nathaniel D. Bastian, +3

Internet Traffic AnalysisEngineeringMachine LearningInformation ForensicsData Science +14

Impact of Full Duplex Scheduling on End-to-End Throughput in Multi-Hop Wireless Networks

Xiaoqi Qin, Huacheng Zeng, Xu Yuan, +4

IEEE Transactions on Mobile Computing

Wireless CommunicationsCross-layer OptimizationEngineeringFull DuplexEdge Computing +11

Evaluating LoRaWAN-based IoT devices for the tactical military environment

Brian Jalaian, Timothy Gregory, Niranjan Suri, +3

Wireless CommunicationsEngineeringEdge ComputingLorawan GatewayIot Communication +11

Kronos: A 5G Scheduler for AoI Minimization Under Dynamic Channel Conditions

Chengzhang Li, Yan Huang, Yongce Chen, +3

EngineeringDynamic Resource AllocationComputer ArchitecturePower Control5G System +15