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Jinwoo Kim — most-cited papers & profile · Graph Learning
← authors
·
overview
Jinwoo Kim
17
papers ·
23
citations ·
10
h-index
Seoul National University · Electronics and Telecommunications Research Institute · Kwangwoon University · University of California San Diego
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Most-cited papers
RelAgent: LLM Agents as Data Scientists for Relational Learning
2026
Flock: A Knowledge Graph Foundation Model via Learning on Random Walks
2025
PassREfinder-FL: Privacy-Preserving Credential Stuffing Risk Prediction via Graph-Based Federated Learning for Representing Password Reuse between Websites
2025
Transformers Generalize DeepSets and Can be Extended to Graphs and Hypergraphs
2021
Equivariant Hypergraph Neural Networks
2022
3D Denoisers are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation
2023
Revisiting Random Walks for Learning on Graphs
2024
Top co-authors
Seunghoon Hong
· 5
\.Ismail \.Ilkan Ceylan
· 2
Krzysztof Olejniczak
· 2
Saeyoon Oh
· 2
Sungjun Cho
· 2
Xingyue Huang
· 2
Ayhan Suleymanzade
· 1
Dae-Woong Jeong
· 1
Honglak Lee
· 1
Jaehan Kim
· 1
Kyungbin Min
· 1
Louis Tichelman
· 1
Topics
cs.LG
cs.AI
cs.CR
physics.chem-ph