Yang You · National University of Singapore

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Works128 from public data

TitleCited by

Large Batch Training of Convolutional Networks
arXiv · 2017
490
ImageNet Training in Minutes
Proceedings of the International Conference on Parallel Processing · 2018
473
Scaling SGD Batch Size to 32K for ImageNet Training.
arXiv · 2017
425
Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training
Proceedings of the International Conference on Parallel Processing · 2023
237
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
arXiv · 2024
232
Sequence Parallelism: Long Sequence Training from System Perspective
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
208
Towards Efficient and Scalable Sharpness-Aware Minimization
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2022
183
CAFE: Learning to Condense Dataset by Aligning Features
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2022
165
Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
arXiv · 2023
164
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models
IEEE/CVF International Conference on Computer Vision (ICCV) · 2023
162
Large Batch Optimization for Deep Learning: Training BERT in 76 minutes
arXiv · 2019
160
Crafting Better Contrastive Views for Siamese Representation Learning
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2022
135
DREAM: Efficient Dataset Distillation by Representative Matching
IEEE/CVF International Conference on Computer Vision (ICCV) · 2023
130
Reducing BERT Pre-Training Time from 3 Days to 76 Minutes
arXiv · 2019
127
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
arXiv · 2023
117
Go Wider Instead of Deeper
Proceedings of the AAAI Conference on Artificial Intelligence · 2022
112
Large-batch training for LSTM and beyond
2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 2019
101
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023
99
Efficient Dataset Distillation via Minimax Diffusion
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2024
98
Scaling deep learning on GPU and knights landing clusters
2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 2017
83
BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023
74
Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large Model Training Efficiency
2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 2023
70
Dataset Quantization
IEEE/CVF International Conference on Computer Vision (ICCV) · 2023
69
DiM: Distilling Dataset into Generative Model
arXiv · 2023
64
An Efficient 2D Method for Training Super-Large Deep Learning Models
Proceedings - IEEE International Parallel and Distributed Processing Symposium · 2023
62

Publication data from OpenAlex; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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