Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions

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IEEE Transactions on Intelligent Transportation Systems

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Performance Guaranteed Computation Offloading for Mobile-Edge Cloud Computing

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IEEE Wireless Communications Letters

Energy ConsumptionMobile Data OffloadingEngineeringEnergy ManagementEdge Computing +12

A Spatial–Temporal Attention Approach for Traffic Prediction

Xiaoming Shi, Heng Qi, Yanming Shen, +2

IEEE Transactions on Intelligent Transportation Systems

Convolutional Neural NetworkEngineeringMachine LearningLong-term Periodical DependenciesTraffic Flow +18

Detecting DDoS attacks against data center with correlation analysis

Peng Xiao, Wenyu Qu, Heng Qi, +1

Computer Communications

Hardware SecurityDdos DetectionEngineeringData Center SecurityInformation Security +5

Federated Unlearning via Class-Discriminative Pruning

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Proceedings of the ACM Web Conference 2022

Artificial IntelligenceEngineeringMachine LearningObject CategorizationFederated Structure +14

The SDN controller placement problem for WAN

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Cluster ComputingEngineeringSoftware-defined NetworkingNetwork PlanningCloud Computing +9

Binary Hashing for Approximate Nearest Neighbor Search on Big Data: A Survey

Yuan Cao, Heng Qi, Wenrui Zhou, +4

IEEE Access

EngineeringMachine LearningBig Data IndexingImage AnalysisInformation Retrieval +15

Multi-stage attention spatial-temporal graph networks for traffic prediction

Xueyan Yin, Genze Wu, Jinze Wei, +3

Neurocomputing

Network ScienceGraph TheoryData ScienceEngineeringNetwork Estimation +4

An effective solution for trademark image retrieval by combining shape description and feature matching

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Pattern Recognition

Feature MatchingImage AnalysisInformation RetrievalEngineeringImage Retrieval +8

Protect Privacy from Gradient Leakage Attack in Federated Learning

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IEEE INFOCOM 2022 - IEEE Conference on Computer Communications

Privacy ProtectionEngineeringMachine LearningInformation SecurityFederated Structure +16