Young D. Kwon
4 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (9) π Academic Marathon (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
Conferences
AAAI (1)
ICML (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
model quantization
(2)
representation learning
(1)
catastrophic forgetting
(1)
knowledge distillation
(1)
test-time adaptation
(1)
incremental learning
(1)
text-to-image generation
(1)
early exit
(1)
distribution shift
(1)
audio classification
(1)
diffusion model
(1)
memory efficiency
(1)
early-exit ensemble
(1)
edge device
(1)
memory usage
(1)
edge computing
(1)
weight pruning
(1)
microcontroller unit
(1)
on-device learning
(1)
budget allocation
(1)
Papers
HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models
AAAI 2026
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices
NIPS 2024
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge
ICML 2024
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications
INTERSPEECH 2021