Youlong Cheng
- Monolith: Real Time Recommendation System With Collisionless Embedding Table
2022/09/16 by Zhuoran Liu, Leqi Zou, Liu, Zhuoran +19 · 16 voices · 16 citations
Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Data Stream Mining Techniques
- Mesh-TensorFlow: Deep Learning for Supercomputers
2018/11/05 by Noam Shazeer, Shazeer, Noam, Youlong Cheng +22 · 1 voice · 21 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Parallel Computing and Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC) #cs.DC #cs.LG #stat.ML
- Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
2019/02/21 by Jonathan Shen, Patrick Nguyen, Shen, Jonathan +179 · 1 voice · 2 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism
2018/11/16 by Yanping Huang, Youlong Cheng, Huang, Yanping +19 · 14 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Talking-Heads Attention
2020/03/05 by Noam Shazeer, Shazeer, Noam, Zhenzhong Lan +7 · 6 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
- Toward Annotator Group Bias in Crowdsourcing
2021/10/08 by Haochen Liu, Joseph Thekinen, Liu, Haochen +13 · 1 citation
Computer Science · #Mobile Crowdsensing and Crowdsourcing #Data Stream Mining Techniques #Machine Learning and Data Classification
- High Resolution Medical Image Analysis with Spatial Partitioning
2019/09/06 by Le Hou, Youlong Cheng, Hou, Le +15 · 1 citation
Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering