Publications — Heesoo Jung

Out-of-Distribution Robust Explainer for Graph Neural Networks

Geonhee Han, Heesoo Jung, Hyunju Kang, Hogun Park

Proceedings of the Knowledge Discovery and Data Mining (KDD), 2026

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

Jaehyun Bae, Heesoo Jung, Hogun Park

Expert Systems with Applications, Elsevier, 2026

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Harnessing Influence Function in Explaining Graph Neural Networks

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

Proceedings of the Knowledge Discovery and Data Mining (KDD), 2025

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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

Findings of the Annual Meeting of the Association for Computational Linguistics (ACL Findings), 2025

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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

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

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

Heesoo Jung, Hogun Park

Proceedings of the Web Conference (WWW), 2025

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

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

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

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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

Findings of the Annual Meeting of the Association for Computational Linguistics (ACL Findings), 2024

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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

Proceedings of the Knowledge Discovery and Data Mining (KDD), 2023

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

Heesoo Jung, Sangpil Kim, Hogun Park

Proceedings of the Web Conference (WWW), 2023

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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 Flexible Electronics, Nature Partner Journals, 2023 — 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

Proceedings of the VOICE AI Workshop at the 9th IEEE BigComp, 2022

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