Heesoo Jung

PhD student, Software, Sungkyunkwan University

Joined

February 2023

Names

Heesoo Jung (Preferred)

Emails

****@g.skku.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Software, Sungkyunkwan University (skku.edu)

2023 – 2028

MS student

Artificial Intelligence, Sungkyunkwan University (skku.edu)

2021 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2023 – 2026

Expertise

Graph Self-supervised learning

2022 – 2026

Graph Neural Network

2021 – 2026

Graph Explainable AI

2023 – 2025

Knowledge Graph

2021 – 2025

Representation Learning

2021 – 2024

Recommendation System

2021 – 2023

Publications

Circuit-level Steering for Personalized Knowledge Injection in Language Models
Jeonghoon Kim, Heesoo Jung, Chanyong Kim, Hogun Park
- Submitted to ICLR 2026
- Readers: Everyone
Inter-Domain Sensor Alignment for Unsupevised Domain Adaptation of Wearable Multivariate Time Series
Jaehyun Bae, Heesoo Jung, Hankook Lee, Hogun Park
- Submitted to ICLR 2026
- Readers: Everyone
Out-of-Distribution Robust Explainer for Graph Neural Networks
Geonhee Han, Hyunju Kang, Heesoo Jung, Hogun Park
- Submitted to ICLR 2026
- Readers: Everyone
CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders
Jongwon Park, Heesoo Jung, Hogun Park
- WSDM 2025
- Readers: Everyone
Balancing Graph Embedding Smoothness in Self-supervised Learning via Information-Theoretic Decomposition
Heesoo Jung, Hogun Park
- WWW 2025
- Readers: Everyone
Balancing Graph Embedding Smoothness in Self-supervised Learning via Information-Theoretic Decomposition
Heesoo Jung, Hogun Park
- WWW 2025 Poster
- Readers: Everyone
Harnessing Spatial Dependency for Domain Generalization in Multivariate Time-series Sensor Data
Jaehyun Bae, Heesoo Jung, Hogun Park
- Submitted to ICLR 2025
- Readers: Everyone
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning
Jeonghoon Kim, Heesoo Jung, Hyeju Jang, Hogun Park
- ACL (Findings) 2024
- Readers: Everyone
Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems
Heesoo Jung, Sangpil Kim, Hogun Park
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- WWW 2023
- Readers: Everyone
Exploiting Relation-aware Attribute Representation Learning in Knowledge Graph Embedding for Numerical Reasoning
Gayeong Kim, Sookyung Kim, Ko Keun Kim, Suchan Park, Heesoo Jung, Hogun Park
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- KDD 2023
- Readers: Everyone

Co-Authors