Haibin Lin
13 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (15) 👥 Mega-Team · Squad
💎
Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(5)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(4)
Computer Science
(4)
Systems
(4)
Deep Learning
(3)
Core AI
(3)
Techniques
(2)
Natural Language Processing
(1)
Applications
(1)
Learning Paradigms
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
distributed training
(4)
gradient compression
(2)
large language model training
(2)
large language model
(2)
llm training
(2)
natural language processing
(1)
computer vision
(1)
vision transformer
(1)
model parallelism
(1)
deep learning
(1)
distributed computing
(1)
fault detection
(1)
fault tolerance
(1)
anomaly detection
(1)
weight initialization
(1)
distributed learning
(1)
weight prediction
(1)
communication efficiency
(1)
pre-trained model
(1)
knowledge transfer
(1)
Papers
OpGuard: Bitwise Alignment for Precise and General Debugging of Production LLM Training
OSDI 2026
Safeguarding LLM Training at Scale: Online SDC Detection and Insights from 35 Million GPU Hours
OSDI 2026
ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development
NSDI 2025
Minder: Faulty Machine Detection for Large-scale Distributed Model Training
NSDI 2025
Understanding Stragglers in Large Model Training Using What-if Analysis
OSDI 2025
LEMON: Lossless model expansion
ICLR 2024
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
NSDI 2024
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
NeurIPS 2024
SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training
NeurIPS 2022
CSER: Communication-efficient SGD with Error Reset
NeurIPS 2020
GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing
JMLR 2020
Dive into Deep Learning for Natural Language Processing
EMNLP 2019
Dive into Deep Learning for Natural Language Processing
IJCNLP 2019