Yang You

National University of Singapore
Singapore

D-Index & Metrics

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	32	13174	12786	177	176	157	4376

Computer Science

D-Index

Citations

4376

World Ranking

13174

National Ranking

177

Research.com Recognitions

2017 - ACM-IEEE CS George Michael Memorial HPC Fellowships For his work on designing accurate, fast, and scalable machine learning algorithms on distributed systems

Best Publications

Large Batch Training of Convolutional Networks

Yang You;Igor Gitman;Boris Ginsburg

681
Citations
Scaling SGD Batch Size to 32K for ImageNet Training.

Yang You;Igor Gitman;Boris Ginsburg

454
Citations
ImageNet Training in Minutes

Yang You;Zhao Zhang;Cho-Jui Hsieh;James Demmel

451
Citations
Large Batch Optimization for Deep Learning: Training BERT in 76 minutes

Yang You;Jing Li;Sashank Reddi;Jonathan Hseu

156
Citations
Reducing BERT Pre-Training Time from 3 Days to 76 Minutes

Yang You;Jing Li;Jonathan Hseu;Xiaodan Song

154
Citations
CAFE: Learning to Condense Dataset by Aligning Features

Unknown

128
Citations
Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training

Unknown

122
Citations
Towards Efficient and Scalable Sharpness-Aware Minimization

Unknown

118
Citations
Crafting Better Contrastive Views for Siamese Representation Learning

Unknown

102
Citations
Scaling deep learning on GPU and knights landing clusters

Yang You;Aydın Buluç;James Demmel

85
Citations
Large-batch training for LSTM and beyond

Yang You;Jonathan Hseu;Chris Ying;James Demmel

85
Citations
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID

Unknown

79
Citations
100-epoch ImageNet Training with AlexNet in 24 Minutes.

Yang You;Zhao Zhang;Cho-Jui Hsieh;James Demmel

63
Citations
DREAM: Efficient Dataset Distillation by Representative Matching

Unknown

61
Citations
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models

Unknown

59
Citations
Fast Deep Neural Network Training on Distributed Systems and Cloud TPUs

Yang You;Zhao Zhang;Cho-Jui Hsieh;James Demmel

57
Citations
ImageNet Training in Minutes

Yang You;Zhao Zhang;Cho-Jui Hsieh;James Demmel

52
Citations
Go Wider Instead of Deeper

Unknown

50
Citations
An Evidential Multi-Target Domain Adaptation Method Based on Weighted Fusion for Cross-Domain Pattern Classification.

Unknown

44
Citations
Automatic focal and non-focal EEG detection using entropy-based features from flexible analytic wavelet transform

Unknown

42
Citations