Seungwon Lee
3 papers · 2019–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
lifelong learning
(2)
catastrophic forgetting
(2)
knowledge transfer
(1)
molecular dynamics
(1)
factorized representation
(1)
density functional theory
(1)
selective transfer
(1)
machine learning force field
(1)
deconvolutional network
(1)
graph neural network
(1)
energy prediction
(1)
force prediction
(1)
selective layer transfer
(1)
transfer learning
(1)
Papers
Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis
NIPS 2023
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer
ICML 2021
Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks
IJCAI 2019