Won Woo Ro

5 papers · 2023–2025 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (2) ICCV (2) NeurIPS (1)

Top co-authors

Cheonjun Park (5) Suhyun Kim (5) Mincheol Park (5) Myung Kuk Yoon (3) Hyun Jae Oh (2) Hyunchan Moon (2) Seungseop Lim (1) Seokjin Go (1) Hyunwuk Lee (1) Yuna Park (1)

Research topics

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

Keywords

model compression (3) neural network optimization (2) structured pruning (2) 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) image restoration (1) inference speedup (1) channel pruning (1) depthwise separable convolution (1) winograd convolution (1) neural network (1) block pruning (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