5G-Enabled Cooperative Intelligent Vehicular (5GenCIV) Framework: When Benz Meets Marconi

Xiang Cheng, Chen Chen, Wuxiong Zhang, +1

IEEE Intelligent Systems

Vehicle CommunicationInternet Of VehicleEngineeringOpinion AggregationSocial Influence +22

Fairness in Graph Mining: A Survey

Yushun Dong, Jing Ma, Song Wang, +2

IEEE Transactions on Knowledge and Data Engineering

Graph Mining AlgorithmsEngineeringNetwork AnalysisGraph MiningComputational Social Science +16

Node Immunization on Large Graphs: Theory and Algorithms

Chen Chen, Hanghang Tong, B. Aditya Prakash, +4

IEEE Transactions on Knowledge and Data Engineering

Network Theory (Electrical Engineering)Node ImmunizationEngineeringNetwork AnalysisLarge Graph +20

Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack

Yu Xue, Chen Chen, Adam Słowik

IEEE Transactions on Evolutionary Computation

Artificial IntelligenceEngineeringMachine LearningMulti-objective Evolutionary AlgorithmEvolutionary Algorithms +14

Federated Graph Machine Learning

Xingbo Fu, Binchi Zhang, Yushun Dong, +2

ACM SIGKDD Explorations Newsletter

EngineeringMachine LearningFederated StructureGraph DatabaseGraph Processing +14

Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces

Saeed Vahidian, Mahdi Morafah, Weijia Wang, +4

Proceedings of the AAAI Conference on Artificial Intelligence

Cluster ComputingEngineeringMachine LearningFederated StructureClustered Federated Learning +18

Annotating Columns with Pre-trained Language Models

Yoshihiko Suhara, Jinfeng Li, Yuliang Li, +4

Proceedings of the 2022 International Conference on Management of Data

Structured PredictionLlm Fine-tuningEngineeringColumn Type PredictionMultilingual Pretraining +18

Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks

Saeed Vahidian, Mahdi Morafah, Chen Chen, +2

IEEE Transactions on Artificial Intelligence

Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features

Deepak Venugopal, Chen Chen, Vibhav Gogate, +1

Understanding the coevolution of mask wearing and epidemics: A network perspective

Zirou Qiu, Baltazar Espinoza, Vítor V. Vasconcelos, +11

Proceedings of the National Academy of Sciences

Epidemiological DynamicNetwork AnalysisSocial InfluenceConcurrent SpreadCommunication +15