Yanghua Peng
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
👥
Mega-Team · Squad
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Core AI
(2)
Systems
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Architectures
(1)
Generation
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
distributed training
(4)
large language model
(2)
image generation
(1)
video generation
(1)
text-to-image generation
(1)
flow matching
(1)
model parallelism
(1)
fault tolerance
(1)
weight prediction
(1)
mixture of expert
(1)
feature retrieval
(1)
model scaling
(1)
flow-based model
(1)
text-to-video generation
(1)
data parallelism
(1)
rectified flow
(1)
subgraph sampling
(1)
gpu training
(1)
visual generation
(1)
graph neural network
(1)
Papers
OmniScale: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
AAAI 2026
ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development
NSDI 2025
Goku: Flow Based Video Generative Foundation Models
CVPR 2025
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
NSDI 2024
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing
NSDI 2023
SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training
NeurIPS 2022