Thoracic Disease Identification and Localization with Limited Supervision

Zhe Li, Chong Wang, Mei Han, +4

EngineeringMachine LearningDiagnosisLocalizationMedical Diagnosis +22

A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning

Ning Liu, Zhe Li, Jielong Xu, +5

Hierarchical FrameworkEngineeringDynamic Resource AllocationEnergy EfficiencyCloud Resource Management +16

C-LSTM

Shuo Wang, Zhe Li, Caiwen Ding, +4

Model SizeMachine LearningData ScienceEngineeringHardware Acceleration +12

Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation

Yuyin Zhou, Zhe Li, Song Bai, +5

EngineeringMachine LearningAnatomical PriorsDiagnostic ImagingImage Analysis +18

SC-DCNN

Ao Ren, Zhe Li, Caiwen Ding, +5

Specialized Dcnn AcceleratorsConvolutional Neural NetworkDeep Neural NetworksEngineeringHardware Acceleration +11

Towards acceleration of deep convolutional neural networks using stochastic computing

Ji Li, Ao Ren, Zhe Li, +4

Electrical EngineeringConvolutional Neural NetworkEngineeringMachine LearningSatisfactory Dcnn Configuration +13

HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks

Zhe Li, Ji Li, Ao Ren, +8

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Artificial IntelligenceDeep Neural NetworksEngineeringMachine LearningData Science +13

E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs

Zhe Li, Caiwen Ding, Siyue Wang, +8

EngineeringMachine LearningLstm RnnsHardware AlgorithmComputer Architecture +14

DSCNN: Hardware-oriented optimization for Stochastic Computing based Deep Convolutional Neural Networks

Zhe Li, Ao Ren, Ji Li, +3

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningHardware Algorithm +16

SC-DCNN

Ao Ren, Zhe Li, Caiwen Ding, +5

ACM SIGPLAN Notices

Specialized Dcnn AcceleratorsElectrical EngineeringEngineeringHardware AccelerationHardware Dcnns +13