Mincheol Park

6 papers · 2020–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

AAAI (2) ICCV (2) NeurIPS (2)

Top co-authors

Suhyun Kim (6) Won Woo Ro (5) Cheonjun Park (5) Myung Kuk Yoon (3) Hyunchan Moon (2) Hyun Jae Oh (2) Seokjin Go (1) Mijin Koo (1) Minsik Kim (1) Seungseop Lim (1)

Research topics

Deep Learning (5) Machine Learning (5) Artificial Intelligence (4) Application Areas (4) Core AI · Artificial Intelligence (4) Computer Vision (3) Optimization & Theory (3) Techniques (3) Processing (2) Computer Science (1) Core AI · Computer Vision (1) Foundations (1) Learning Types (1) Models (1)

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) depthwise separable convolution (1)

Papers

Adversarial Purification via Super-Resolution and Diffusion ICCV 2025 WINS: Winograd Structured Pruning for Fast Winograd Convolution ICCV 2025 DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism NeurIPS 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 NeurIPS 2020