Sunwoo Kim

39 papers A* 12A 3Journal 22Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive survey on multi-behavior recommender systems: extended taxonomy and recent advances.
Int. J. Data Sci. Anal.
Kyungho Kim, Sunwoo Kim, Geon Lee, Jinhong Jung, Kijung Shin
2026 A* conf
Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption.
AAAI
Sunwoo Kim, Soo Yong Lee, Kyungho Kim, Hyunjin Hwang, Jaemin Yoo, Kijung Shin
2026 A* conf
Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal Recommendation.
WWW
Sunwoo Kim, Hyunjin Hwang, Kijung Shin
2026 J jnl
Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal Recommendation.
CoRR
Sunwoo Kim, Hyunjin Hwang, Kijung Shin
2025 — conf
'Hello, World!': Making GNNs Talk with LLMs.
EMNLP (Findings)
Sunwoo Kim, Soo Yong Lee, Jaemin Yoo, Kijung Shin
2025 J jnl
'Hello, World!': Making GNNs Talk with LLMs.
CoRR
Sunwoo Kim, Soo Yong Lee, Jaemin Yoo, Kijung Shin
2025 A conf
A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation.
CIKM
Kyungho Kim, Sunwoo Kim, Geon Lee, Kijung Shin
2025 J jnl
A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation.
CoRR
Kyungho Kim, Sunwoo Kim, Geon Lee, Kijung Shin
2025 A conf
A Tutorial on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide.
CIKM
Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin
2025 J jnl
Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption.
CoRR
Sunwoo Kim, Soo Yong Lee, Kyungho Kim, Hyunjin Hwang, Jaemin Yoo, Kijung Shin
2025 J jnl
ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation.
CoRR
Sunwoo Kim, Geon Lee, Kyungho Kim, Jaemin Yoo, Kijung Shin
2025 J jnl
Learning to Flow from Generative Pretext Tasks for Neural Architecture Encoding.
CoRR
Sunwoo Kim, Hyunjin Hwang, Kijung Shin
2025 J jnl
Multi-Behavior Recommender Systems: A Survey.
CoRR
Kyungho Kim, Sunwoo Kim, Geon Lee, Jinhong Jung, Kijung Shin
2025 — conf
Multi-behavior Recommender Systems: A Survey.
PAKDD (4)
Kyungho Kim, Sunwoo Kim, Geon Lee, Jinhong Jung, Kijung Shin
2025 J jnl
RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases.
CoRR
Dongwon Choi, Sunwoo Kim, Juyeon Kim, Kyungho Kim, Geon Lee, Shinhwan Kang, Myunghwan Kim, Kijung Shin
2024 A* conf
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide.
KDD
Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin
2024 J jnl
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide.
CoRR
Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin
2024 A* conf
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective.
ICML
Soo Yong Lee, Sunwoo Kim, Fanchen Bu, Jaemin Yoo, Jiliang Tang, Kijung Shin
2024 J jnl
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective.
CoRR
Soo Yong Lee, Sunwoo Kim, Fanchen Bu, Jaemin Yoo, Jiliang Tang, Kijung Shin
2024 A* conf
FlowerFormer: Empowering Neural Architecture Encoding Using a Flow-Aware Graph Transformer.
CVPR
Dongyeong Hwang, Hyunju Kim, Sunwoo Kim, Kijung Shin
2024 J jnl
FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer.
CoRR
Dongyeong Hwang, Hyunju Kim, Sunwoo Kim, Kijung Shin
2024 A* conf
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs.
ICLR
Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin
2024 J jnl
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs.
CoRR
Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin
2024 A* conf
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy.
NeurIPS
Sunwoo Kim, Soo Yong Lee, Fanchen Bu, Shinhwan Kang, Kyungho Kim, Jaemin Yoo, Kijung Shin
2024 J jnl
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy.
CoRR
Sunwoo Kim, Soo Yong Lee, Fanchen Bu, Shinhwan Kang, Kyungho Kim, Jaemin Yoo, Kijung Shin
2024 A* conf
SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning.
KDD
Jongha Lee, Sunwoo Kim, Kijung Shin
2024 J jnl
SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning.
CoRR
Jongha Lee, Sunwoo Kim, Kijung Shin
2024 A* conf
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs.
ICML
Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi
2024 J jnl
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs.
CoRR
Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi
2024 A conf
Towards Better Utilization of Multiple Views for Bundle Recommendation.
CIKM
Kyungho Kim, Sunwoo Kim, Geon Lee, Kijung Shin
2023 A* conf
Classification of Edge-dependent Labels of Nodes in Hypergraphs.
KDD
Minyoung Choe, Sunwoo Kim, Jaemin Yoo, Kijung Shin
2023 J jnl
Classification of Edge-dependent Labels of Nodes in Hypergraphs.
CoRR
Minyoung Choe, Sunwoo Kim, Jaemin Yoo, Kijung Shin
2023 J jnl
Datasets, tasks, and training methods for large-scale hypergraph learning.
Data Min. Knowl. Discov.
Sunwoo Kim, Dongjin Lee, Yul Kim, Jungho Park, Taeho Hwang, Kijung Shin
2023 J jnl
Four-set Hypergraphlets for Characterization of Directed Hypergraphs.
CoRR
Heechan Moon, Hyunju Kim, Sunwoo Kim, Kijung Shin
2023 A* conf
How Transitive Are Real-World Group Interactions? - Measurement and Reproduction.
KDD
Sunwoo Kim, Fanchen Bu, Minyoung Choe, Jaemin Yoo, Kijung Shin
2023 J jnl
How Transitive Are Real-World Group Interactions? - Measurement and Reproduction.
CoRR
Sunwoo Kim, Fanchen Bu, Minyoung Choe, Jaemin Yoo, Kijung Shin
2023 J jnl
Reciprocity in directed hypergraphs: measures, findings, and generators.
Data Min. Knowl. Discov.
Sunwoo Kim, Minyoung Choe, Jaemin Yoo, Kijung Shin
2022 A* conf
Reciprocity in Directed Hypergraphs: Measures, Findings, and Generators.
ICDM
Sunwoo Kim, Minyoung Choe, Jaemin Yoo, Kijung Shin
2022 J jnl
Reciprocity in Directed Hypergraphs: Measures, Findings, and Generators.
CoRR
Sunwoo Kim, Minyoung Choe, Jaemin Yoo, Kijung Shin