Sunwoo Kim
16 papers · 2021–2026 · 10 conferences · across top CS/AI conferences
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Conferences
ICLR (3)
AAAI (2)
ACL (2)
CVPR (2)
ICML (2)
AISTATS (1)
EMNLP (1)
INTERSPEECH (1)
NIPS (1)
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Top co-authors
Keywords
graph neural network
(2)
large language model
(2)
representation learning
(2)
contrastive learning
(1)
link prediction
(1)
benchmark evaluation
(1)
zero-shot learning
(1)
domain adaptation
(1)
anomaly detection
(1)
curriculum learning
(1)
graph anomaly detection
(1)
self-supervised learning
(1)
neural architecture search
(1)
image translation
(1)
image-to-image translation
(1)
prompt learning
(1)
graph representation
(1)
speech enhancement
(1)
message passing
(1)
image generation
(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
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
A Computation-Efficient Method of Measuring Dataset Quality based on the Coverage of the Dataset
AISTATS 2025
Test-time Alignment of Diffusion Models without Reward Over-optimization
ICLR 2025
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
ICLR 2024
FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer
CVPR 2024
Diffusion Model for Dense Matching
ICLR 2024
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
NIPS 2024
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
ICML 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
Human Motion Control of Quadrupedal Robots using Deep Reinforcement Learning
RSS 2022
Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer
AAAI 2022
Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification
INTERSPEECH 2021