Geon-Woo Kim
5 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (13)
π£
Hot Topic Early Bird
Conferences
NIPS (2)
ACL (1)
ICML (1)
OSDI (1)
Top co-authors
Research topics
Keywords
neural network
(2)
large language model
(2)
model compression
(2)
model architecture
(1)
model merging
(1)
neural network optimization
(1)
efficient computing
(1)
computational efficiency
(1)
imperative programming
(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)
batch scheduling
(1)
distributed serving
(1)
Papers
StitchLLM: Serving LLMs, One Block at a Time
ACL 2025
HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training
ICML 2025
$\textit{Read-ME}$: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
NIPS 2024
Orca: A Distributed Serving System for Transformer-Based Generative Models
OSDI 2022
Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs
NIPS 2021