Sunwoo Kim
16 papers · 2021–2026 · 10 venues · across top CS/AI venues
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(5)
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(1)
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node classification
(3)
representation learning
(3)
self-supervised learning
(2)
diffusion model
(2)
large language model
(2)
message passing
(2)
generative model
(2)
graph convolution
(2)
graph neural network
(2)
benchmark evaluation
(1)
graph anomaly detection
(1)
curriculum learning
(1)
coreset selection
(1)
link prediction
(1)
contrastive learning
(1)
dense matching
(1)
image-to-image translation
(1)
anomaly detection
(1)
zero-shot learning
(1)
prompt learning
(1)
Papers
Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption
AAAI 2026
Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs
ACL 2026
A Computation-Efficient Method of Measuring Dataset Quality based on the Coverage of the Dataset
AISTATS 2025
βHello, World!β: Making GNNs Talk with LLMs
EMNLP 2025
PapersPlease: A Benchmark for Evaluating Motivational Values of Large Language Models Based on ERG Theory
ACL 2025
Test-time Alignment of Diffusion Models without Reward Over-optimization
ICLR 2025
Diffusion Model for Dense Matching
ICLR 2024
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
ICML 2024
FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer
CVPR 2024
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
ICLR 2024
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
NeurIPS 2024
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs
ICML 2024
LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data
CVPR 2023
Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer
AAAI 2022
Human Motion Control of Quadrupedal Robots using Deep Reinforcement Learning
RSS 2022
Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification
Interspeech 2021