Youlong Cheng
4 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Optimization & Theory · Machine Learning
(3)
Optimization & Theory · Deep Learning
(3)
Architectures
(2)
Artificial Intelligence
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Types
(1)
Keywords
model parallelism
(2)
distributed training
(2)
deep learning
(1)
neural network optimization
(1)
distributed computing
(1)
parallel computing
(1)
label aggregation
(1)
probabilistic graphical model
(1)
model training
(1)
pipeline parallelism
(1)
data parallelism
(1)
tensor computation
(1)
large-scale neural network
(1)
large-scale training
(1)
click-through rate prediction
(1)
annotator bia
(1)
transformer model
(1)
large batch training
(1)
embedding scaling
(1)
em algorithm
(1)
Papers
CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU
AAAI 2023
Toward Annotator Group Bias in Crowdsourcing
ACL 2022
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism
NeurIPS 2019
Mesh-TensorFlow: Deep Learning for Supercomputers
NeurIPS 2018