Post-Training Quantization on Diffusion Models

Yuzhang Shang, Zhihang Yuan, Bin Xie, +2

Noise EstimationEngineeringMachine LearningCalibration DatasetAutoencoders +14

ASFGNN: Automated separated-federated graph neural network

Longfei Zheng, Jun Zhou, Chaochao Chen, +3

Peer-to-Peer Networking and Applications

EngineeringGraph TheoryData ScienceNetwork AnalysisComputer Science +3

Practical Privacy Preserving POI Recommendation

Chaochao Chen, Jun Zhou, Bingzhe Wu, +4

ACM Transactions on Intelligent Systems and Technology

Privacy PreservationPrivacy ProtectionEngineeringData ScienceData Mining +13

Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification

Chaochao Chen, Jun Zhou, Longfei Zheng, +7

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence

Privacy ProtectionEngineeringMachine LearningInformation SecurityNetwork Analysis +17

HASCO: Towards Agile HArdware and Software CO-design for Tensor Computation

Qingcheng Xiao, Size Zheng, Bingzhe Wu, +3

EngineeringAdvanced ComputingComputer ArchitectureSupercomputer ArchitectureTowards Agile Hardware +15

P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification

Bingzhe Wu, Shiwan Zhao, Guangyu Sun, +4

Convolutional Neural NetworkPrivacy ProtectionEngineeringMachine LearningData Science +14

SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution

Bingzhe Wu, Haodong Duan, Zhichao Liu, +1

arXiv (Cornell University)

Image AnalysisMachine LearningMachine VisionHigh Resolution ImagesEngineering +10

DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise Annotations

Yuanfeng Ji, Lu Zhang, Jiaxiang Wu, +14

Proceedings of the AAAI Conference on Artificial Intelligence

Noise AnnotationsEngineeringMachine LearningDrug TargetHit Identification +17

Experimental study on additive/subtractive hybrid manufacturing of 6511 steel: process optimization and machining characteristics

Qian Bai, Bingzhe Wu, Xiaoling Qiu, +2

The International Journal of Advanced Manufacturing Technology

Materials ScienceHybrid ManufacturingAdditive/subtractive Hybrid ManufacturingEngineeringMechanical Engineering +8

NAS4RRAM: neural network architecture search for inference on RRAM-based accelerators

Zhihang Yuan, Jingze Liu, Xingchen Li, +5

Science China Information Sciences

EngineeringMachine LearningRram-based AcceleratorsHardware AccelerationComputer Engineering +6