On top-k recommendation using social networks

Xiwang Yang, Harald Steck, Yang Guo, +1

EngineeringMachine LearningRecommendation AccuracySocial NetworkComputational Social Science +19

Bayesian-inference based recommendation in online social networks

Xiwang Yang, Yang Guo, Yong Liu

Bayesian StatisticEngineeringSocial NetworkComputational Social ScienceSocial Media +17

Accelerating Transform Algorithm Implementation for Efficient Intra Coding of 8K UHD Videos

Yang Guo, Wei Gao, Siwei Ma, +1

ACM Transactions on Multimedia Computing Communications and Applications

EngineeringVideo Coding FormatVideo ProcessingHardware AlgorithmComputer Architecture +16

Hardened raceway calculation analysis of a three-row roller slewing bearing

Peiyu He, Rong Liu, Rongjing Hong, +3

International Journal of Mechanical Sciences

Mechanical EngineeringEngineeringRaceway Calculation Analysis

Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks Under Multiple Constraints

Yang Guo, Wei Gao, Ge Li

International Journal of Computer Vision

Artificial IntelligenceMultiple ConstraintsModel OptimizationEngineeringMachine Learning +7

OpenHardwareVC

Wei Gao, Hang Yuan, Yang Guo, +3

Proceedings of the 30th ACM International Conference on Multimedia

Lossy CompressionOpen Source LibraryHardware-accelerated Real-time CompressionEngineeringHardware Acceleration +8

Efficient Neural Network Compression Inspired by Compressive Sensing

Wei Gao, Yang Guo, Siwei Ma, +2

IEEE Transactions on Neural Networks and Learning Systems

Weight ParametersSparse RepresentationEngineeringMachine LearningData Science +12

Automated surface texture analysis via Discrete Cosine Transform and Discrete Wavelet Transform

Melih C. Yesilli, Jisheng Chen, Firas A. Khasawneh, +1

Precision Engineering

Geometric ModelingMachine VisionImage AnalysisEngineeringEdge Detection +9

Time Variant Interval Linear Programming for Environmental Management Systems

Zhuang Xiao, Jiayi Du, Yang Guo, +2

Journal of Environmental Informatics

Mathematical ProgrammingIlp ModelEngineeringEnergy ManagementUncertainty Quantification +10

Semantic-Driven Automatic Filter Pruning for Neural Networks

Yang Guo, Wei Gao

2022 IEEE International Conference on Multimedia and Expo (ICME)

Data CompressionEngineeringMachine LearningData SciencePattern Recognition +12