Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yang You

Go Wider Instead of Deeper


Jul 25, 2021
Fuzhao Xue, Ziji Shi, Yuxuan Lou, Yong Liu, Yang You


  Access Paper or Ask Questions

An Efficient Training Approach for Very Large Scale Face Recognition


Jun 04, 2021
Kai Wang, Shuo Wang, Zhipeng Zhou, Xiaobo Wang, Xiaojiang Peng, Baigui Sun, Hao Li, Yang You

* This is a very effcient framework for ultra-large-scale classification tasks. Our code is available at https://github.com/tiandunx/FFC. We will keep updating! 

  Access Paper or Ask Questions

Concurrent Adversarial Learning for Large-Batch Training


Jun 01, 2021
Yong Liu, Xiangning Chen, Minhao Cheng, Cho-Jui Hsieh, Yang You


  Access Paper or Ask Questions

2.5-dimensional distributed model training


May 30, 2021
Boxiang Wang, Qifan Xu, Zhengda Bian, Yang You


  Access Paper or Ask Questions

Maximizing Parallelism in Distributed Training for Huge Neural Networks


May 30, 2021
Zhengda Bian, Qifan Xu, Boxiang Wang, Yang You

* Technical Report of NUS HPC-AI Lab (https://ai.comp.nus.edu.sg). The leading two authors have equal contributions 

  Access Paper or Ask Questions

Sequence Parallelism: Making 4D Parallelism Possible


May 26, 2021
Shenggui Li, Fuzhao Xue, Yongbin Li, Yang You


  Access Paper or Ask Questions

An Efficient 2D Method for Training Super-Large Deep Learning Models


Apr 12, 2021
Qifan Xu, Shenggui Li, Chaoyu Gong, Yang You

* Mr. Qifan Xu finished this work when he was an intern in Dr. Yang You's group at NUS 

  Access Paper or Ask Questions

Skeleton Merger: an Unsupervised Aligned Keypoint Detector


Mar 19, 2021
Ruoxi Shi, Zhengrong Xue, Yang You, Cewu Lu

* CVPR 2021 

  Access Paper or Ask Questions

PRIN/SPRIN: On Extracting Point-wise Rotation Invariant Features


Feb 24, 2021
Yang You, Yujing Lou, Ruoxi Shi, Qi Liu, Yu-Wing Tai, Lizhuang Ma, Weiming Wang, Cewu Lu


  Access Paper or Ask Questions

Canonical Voting: Towards Robust Oriented Bounding Box Detection in 3D Scenes


Nov 24, 2020
Yang You, Zelin Ye, Yujing Lou, Chengkun Li, Yong-Lu Li, Lizhuang Ma, Weiming Wang, Cewu Lu


  Access Paper or Ask Questions

UKPGAN: Unsupervised KeyPoint GANeration


Nov 24, 2020
Yang You, Wenhai Liu, Yong-Lu Li, Weiming Wang, Cewu Lu


  Access Paper or Ask Questions

Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour


Nov 05, 2020
Arissa Wongpanich, Hieu Pham, James Demmel, Mingxing Tan, Quoc Le, Yang You, Sameer Kumar


  Access Paper or Ask Questions

83% ImageNet Accuracy in One Hour


Oct 30, 2020
Arissa Wongpanich, Hieu Pham, James Demmel, Mingxing Tan, Quoc Le, Yang You, Sameer Kumar


  Access Paper or Ask Questions

How much progress have we made in neural network training? A New Evaluation Protocol for Benchmarking Optimizers


Oct 19, 2020
Yuanhao Xiong, Xuanqing Liu, Li-Cheng Lan, Yang You, Si Si, Cho-Jui Hsieh


  Access Paper or Ask Questions

The Limit of the Batch Size


Jun 15, 2020
Yang You, Yuhui Wang, Huan Zhang, Zhao Zhang, James Demmel, Cho-Jui Hsieh


  Access Paper or Ask Questions

Semantic Correspondence via 2D-3D-2D Cycle


Apr 20, 2020
Yang You, Chengkun Li, Yujing Lou, Zhoujun Cheng, Lizhuang Ma, Cewu Lu, Weiming Wang


  Access Paper or Ask Questions

KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations


Mar 21, 2020
Yang You, Yujing Lou, Chengkun Li, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Cewu Lu, Weiming Wang

* 8 pages; to appear in CVPR 2020 

  Access Paper or Ask Questions

Fine-grained Object Semantic Understanding from Correspondences


Dec 29, 2019
Yang You, Chengkun Li, Yujing Lou, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Weiming Wang, Cewu Lu

* 8 pages 

  Access Paper or Ask Questions

Auto-Precision Scaling for Distributed Deep Learning


Nov 20, 2019
Ruobing Han, Yang You, James Demmel


  Access Paper or Ask Questions

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


Apr 01, 2019
Yang You, Jing Li, Jonathan Hseu, Xiaodan Song, James Demmel, Cho-Jui Hsieh


  Access Paper or Ask Questions

Combinational Q-Learning for Dou Di Zhu


Jan 24, 2019
Yang You, Liangwei Li, Baisong Guo, Weiming Wang, Cewu Lu

* 8 pages 

  Access Paper or Ask Questions

Large-Batch Training for LSTM and Beyond


Jan 24, 2019
Yang You, Jonathan Hseu, Chris Ying, James Demmel, Kurt Keutzer, Cho-Jui Hsieh

* Preprint. Work in progress. We may update this draft recently 

  Access Paper or Ask Questions

PRIN: Pointwise Rotation-Invariant Network


Dec 07, 2018
Yang You, Yujing Lou, Qi Liu, Lizhuang Ma, Weiming Wang, Yuwing Tai, Cewu Lu


  Access Paper or Ask Questions

ImageNet Training in Minutes


Jan 31, 2018
Yang You, Zhao Zhang, Cho-Jui Hsieh, James Demmel, Kurt Keutzer


  Access Paper or Ask Questions

Large Batch Training of Convolutional Networks


Sep 13, 2017
Yang You, Igor Gitman, Boris Ginsburg


  Access Paper or Ask Questions