Geon-Woo Kim
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Application Areas
(4)
Deep Learning
(3)
Optimization & Theory · Machine Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Systems
(1)
Techniques
(1)
Keywords
large language model
(2)
neural network
(2)
model compression
(2)
convergence analysis
(1)
model architecture
(1)
model merging
(1)
neural network optimization
(1)
efficient computing
(1)
computational efficiency
(1)
imperative programming
(1)
parameter server
(1)
generative model
(1)
mixture of expert
(1)
inference optimization
(1)
inference efficiency
(1)
dynamic inference
(1)
model routing
(1)
expert routing
(1)
symbolic execution
(1)
inference serving
(1)
Papers
HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training
ICML 2025
StitchLLM: Serving LLMs, One Block at a Time
ACL 2025
Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
NeurIPS 2024
Orca: A Distributed Serving System for Transformer-Based Generative Models
OSDI 2022
Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs
NeurIPS 2021