Mincheol Park
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ICCV (2)
NIPS (2)
Top co-authors
Research topics
Keywords
model compression
(4)
structured pruning
(2)
neural network optimization
(2)
neuron merging
(1)
model pruning
(1)
structured sparsity
(1)
agglomerative clustering
(1)
gpu computing
(1)
diffusion model
(1)
convolutional neural network
(1)
adversarial defense
(1)
adversarial purification
(1)
inference acceleration
(1)
gpu acceleration
(1)
weight decomposition
(1)
image restoration
(1)
inference speedup
(1)
cosine similarity
(1)
channel pruning
(1)
depth-wise separable convolution
(1)
Papers
WINS: Winograd Structured Pruning for Fast Winograd Convolution
ICCV 2025
Adversarial Purification via Super-Resolution and Diffusion
ICCV 2025
DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism
NIPS 2024
REPrune: Channel Pruning via Kernel Representative Selection
AAAI 2024
Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism
AAAI 2023
Neuron Merging: Compensating for Pruned Neurons
NIPS 2020