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ACM Transactions on Intelligent Systems and Technology

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Fog Orchestration for Internet of Things Services

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IEEE Internet Computing

Cluster ComputingEngineeringFog Computing SecuritySmart CityComplex Iot Services +15

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification

Hao Peng, Jianxin Li, Senzhang Wang, +6

IEEE Transactions on Knowledge and Data Engineering

Natural Language ProcessingStructured PredictionHierarchical Taxonomy-awareEngineeringMachine Learning +13

Fuxi

Zhuo Zhang, Chao Li, Yangyu Tao, +3

Proceedings of the VLDB Endowment

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Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks

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ACM Transactions on Information Systems

Graph Representation LearningMachine LearningEngineeringGraph ProcessingRepresentation Learning +15

A Survey on Text Classification: From Shallow to Deep Learning

Qian Li, Hao Peng, Jianxin Li, +5

arXiv (Cornell University)

EngineeringMachine LearningCorpus LinguisticsText MiningWord Embeddings +16

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks

Hao Peng, Jianxin Li, Yangqiu Song, +4

ACM Transactions on Knowledge Discovery from Data

EngineeringEvolution DiscoveryNetwork AnalysisStreaming AlgorithmCommunication +23

Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems

Gingfung Yeung, Damian Borowiec, Renyu Yang, +3

IEEE Transactions on Parallel and Distributed Systems

Cluster ComputingEngineeringMachine LearningGpu BenchmarkingComputer Architecture +16

Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks

Hao Peng, Renyu Yang, Zheng Wang, +5

IEEE Transactions on Computers

Network Theory (Electrical Engineering)Incremental LearningIntelligent Information ProcessingAnomaly DetectionMachine Learning +27

Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters

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IEEE Transactions on Services Computing