Ziheng Jiang
7 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 👥 Mega-Team · Squad
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Research topics
Machine Learning
(5)
Deep Learning
(3)
Application Areas
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Core AI
(2)
Domain-Specific
(2)
Optimization & Theory · Deep Learning
(2)
Processing
(2)
Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Models
(1)
Resources & Methods
(1)
Keywords
large language model training
(2)
deep learning
(1)
tensor program
(1)
distributed computing
(1)
fault tolerance
(1)
document analysis
(1)
diffusion model
(1)
straggler mitigation
(1)
out-of-distribution detection
(1)
mobile device
(1)
hardware acceleration
(1)
overparameterized model
(1)
video processing
(1)
cluster scheduling
(1)
neural network optimization
(1)
remote photoplethysmography
(1)
character recognition
(1)
consistency score
(1)
code optimization
(1)
image restoration
(1)
Papers
Understanding Stragglers in Large Model Training Using What-if Analysis
OSDI 2025
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
NSDI 2024
Towards Automated Chinese Ancient Character Restoration: A Diffusion-Based Method with a New Dataset
AAAI 2024
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement
WACV 2023
Characterizing Structural Regularities of Labeled Data in Overparameterized Models
ICML 2021
Learning to Optimize Tensor Programs
NeurIPS 2018
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
OSDI 2018