Yuanzhong Xu
8 papers · 2012–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
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Trend Setter
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Conference Pioneer
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Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(3)
Architectures
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Core AI
(2)
Models
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Keywords
model scaling
(2)
mixture of expert
(2)
few-shot learning
(1)
image generation
(1)
secure computation
(1)
object detection
(1)
visual question answering
(1)
in-context learning
(1)
multimodal learning
(1)
image captioning
(1)
conditional computation
(1)
deep learning
(1)
model parallelism
(1)
multilingual machine translation
(1)
vector quantization
(1)
distributed training
(1)
data privacy
(1)
deep learning model
(1)
autoregressive model
(1)
vision-language model
(1)
Papers
On Scaling Up a Multilingual Vision and Language Model
CVPR 2024
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning
OSDI 2022
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
ICML 2022
Vector-quantized Image Modeling with Improved VQGAN
ICLR 2022
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
ICLR 2021
Earp: Principled Storage, Sharing, and Protection for Mobile Apps
NSDI 2016
Ryoan: A Distributed Sandbox for Untrusted Computation on Secret Data
OSDI 2016
Eternal Sunshine of the Spotless Machine: Protecting Privacy with Ephemeral Channels
OSDI 2012