Publications — Heesoo Jung

Out-of-Distribution Robust Explainer for Graph Neural Networks

Geonhee Han, Heesoo Jung, Hyunju Kang, Hogun Park

KDD 2026Proceedings of the Knowledge Discovery and Data Mining

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Harnessing Spatial Dependency for Domain Generalization in Multivariate Time-series Sensor Data

Jaehyun Bae, Heesoo Jung, Hogun Park

ESWA 2026Expert Systems with Applications, Elsevier

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Harnessing Influence Function in Explaining Graph Neural Networks

Heesoo Jung^*, Chanyong Kim^*, Geonhee Han, Hogun Park

KDD 2025Proceedings of the Knowledge Discovery and Data Mining

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Complex Reasoning in Knowledge Graph Question Answering Through Query Graph Approximation

Hongjun Jeong^*, Minji Kim^*, Heesoo Jung, Ko Keun Kim, Hogun Park

ACL 2025 FindingsFindings of the Annual Meeting of the Association for Computational Linguistics

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Enhancing Inductive Numerical Reasoning in Knowledge Graphs with Relation-Aware Relative Numeric Encoding

Hongjun Jeong, Heesoo Jung, Gayeong Kim, Juann Kim, Ko Keun Kim, Hogun Park

PAKDD 2025Pacific-Asia Conference on Knowledge Discovery and Data Mining

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Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic Decomposition

Heesoo Jung, Hogun Park

WWW 2025Proceedings of the Web Conference

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CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders

Jongwon Park^*, Heesoo Jung^*, Hogun Park

WSDM 2025Proceedings of the ACM International Conference on Web Search and Data Mining

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Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning

Jeonghoon Kim, Heesoo Jung, Hyeju Jang, Hogun Park

ACL 2024 FindingsFindings of the Annual Meeting of the Association for Computational Linguistics

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Exploiting Relation-aware Attribute Representation Learning in Knowledge Graph Embedding for Numerical Reasoning

Gayeong Kim, Soo Kyung Kim, Ko Keun Kim, Suchan Park, Heesoo Jung, Hogun Park

KDD 2023Proceedings of the Knowledge Discovery and Data Mining

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Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems

Heesoo Jung, Sangpil Kim, Hogun Park

WWW 2023Proceedings of the Web Conference

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Stretchable Array sEMG Sensor with Graph Neural Network for Static and Dynamic Gestures Recognition System

Heesoo Jung^*, Soyoung Lee^*, Hyeyun Lee^*, Jaeseong Kim^*, Srinivas Gandla, Kyung Jae Yoon, Hogun Park, Seonkuk Kim

npj Flex. Electron. 2023Nature Partner Journals — IF 14.6, top 2.0% (6/275) in EE

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sEMG-based Gesture Recognition with Deep Neural Networks

Heesoo Jung^*, Soyoung Lee^*, Hogun Park

BigComp 2022 WorkshopProceedings of the VOICE AI Workshop at the 9th IEEE BigComp

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