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2020 – today
- 2026
[j8]Jongwon Park, Minku Kang, Wooseok Sim
, Soyoung Lee, Hogun Park:
Federated recommender system with data valuation for E-commerce platform. Expert Syst. Appl. 298: 129695 (2026)- 2025
- [c32]Sangho Lee, Il Yong Chun, Hogun Park:
MAMS: Model-Agnostic Module Selection Framework for Video Captioning. AAAI 2025: 4535-4543 - [c31]Hyunju Kang, Geonhee Han, Yoonjae Jeong, Hogun Park:
AudioGenX: Explainability on Text-to-Audio Generative Models. AAAI 2025: 17733-17741 - [c30]Hongjun Jeong, Minji Kim, Heesoo Jung, Ko Keun Kim, Hogun Park:
Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation. ACL (Findings) 2025: 27038-27056 - [c29]Minku Kang, Hogun Park:
Curriculum Guided Personalized Subgraph Federated Learning. CIKM 2025: 1292-1301 - [c28]Woohyun Lee, Hogun Park:
Self-supervised Adversarial Purification for Graph Neural Networks. ICML 2025 - [c27]Heesoo Jung, Chanyong Kim, Geonhee Han, Hogun Park:
Harnessing Influence Function in Explaining Graph Neural Networks. KDD (2) 2025: 1106-1117 - [c26]Jiwon Jeong, Hyeju Jang, Hogun Park:
Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation. NAACL (Findings) 2025: 6918-6937 - [c25]Hongjun Jeong, Heesoo Jung, Gayeong Kim, Juann Kim, Ko Keun Kim, Hogun Park:
Enhancing Inductive Numerical Reasoning in Knowledge Graphs with Relation-Aware Relative Numeric Encoding. PAKDD (2) 2025: 173-186 - [c24]Jimyeong Han, Sangpil Kim, Hogun Park:
MELA: Multi-Event Localization Answering Framework for Video Question Answering. SAC 2025: 1282-1289 - [c23]Jongwon Park, Heesoo Jung, Hogun Park:
CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders. WSDM 2025: 10-19 - [c22]Heesoo Jung, Hogun Park:
Balancing Graph Embedding Smoothness in Self-supervised Learning via Information-Theoretic Decomposition. WWW 2025: 2621-2632 - [i14]Sangho Lee, Il Yong Chun, Hogun Park:
MAMS: Model-Agnostic Module Selection Framework for Video Captioning. CoRR abs/2501.18269 (2025) - [i13]Hyunju Kang, Geonhee Han, Yoonjae Jeong, Hogun Park:
AudioGenX: Explainability on Text-to-Audio Generative Models. CoRR abs/2502.00459 (2025) - [i12]Jongwon Park, Heesoo Jung, Hogun Park:
CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders. CoRR abs/2503.07852 (2025) - [i11]Jiwon Jeong, Hyeju Jang, Hogun Park:
Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation. CoRR abs/2503.23363 (2025) - [i10]Heesoo Jung, Hogun Park:
Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic Decomposition. CoRR abs/2504.12011 (2025) - [i9]Hyeongcheol Park, MinHyuk Jang, Hadam Baek, Gyusam Chang, Jiyoung Seo, Jiwan Park, Hogun Park, Sangpil Kim:
VAT-KG: Knowledge-Intensive Multimodal Knowledge Graph Dataset for Retrieval-Augmented Generation. CoRR abs/2506.21556 (2025) - [i8]Minku Kang, Hogun Park:
Curriculum Guided Personalized Subgraph Federated Learning. CoRR abs/2509.00402 (2025) - [i7]Jongwon Park, Minku Kang, Wooseok Sim, Soyoung Lee, Hogun Park:
Federated Recommender System with Data Valuation for E-commerce Platform. CoRR abs/2509.11196 (2025) - 2024
- [j7]Sungjune Kim, Seongjun Yun, Jongwuk Lee, Gyusam Chang, Wonseok Roh, Dae-Neung Sohn, Jung-Tae Lee, Hogun Park, Sangpil Kim:
Self-supervised Multimodal Graph Convolutional Network for collaborative filtering. Inf. Sci. 653: 119760 (2024) - [j6]Soonwook Park, Donghoon Lee, Hogun Park:
Enhancing knowledge tracing with concept map and response disentanglement. Knowl. Based Syst. 302: 112346 (2024) - [c21]Jeonghoon Kim, Heesoo Jung, Hyeju Jang, Hogun Park:
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning. ACL (Findings) 2024: 15978-15991 - [c20]Hyunju Kang, Geonhee Han, Hogun Park:
UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models. ICLR 2024 - [i6]Jeonghoon Kim, Heesoo Jung, Hyeju Jang, Hogun Park:
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning. CoRR abs/2406.07034 (2024) - [i5]Soonwook Park, Donghoon Lee, Hogun Park:
Enhancing Knowledge Tracing with Concept Map and Response Disentanglement. CoRR abs/2408.12996 (2024) - 2023
- [j5]Hogun Park:
Providing Post-Hoc Explanation for Node Representation Learning Models Through Inductive Conformal Predictions. IEEE Access 11: 1202-1212 (2023) - [j4]Hogun Park, Aly Megahed, Peifeng Yin, Yuya Jeremy Ong, Pravar Dilip Mahajan, Pei Guo:
Incorporating experts' judgment into machine learning models. Expert Syst. Appl. 228: 120118 (2023) - [j3]Hogun Park, Jennifer Neville:
Generating post-hoc explanations for Skip-gram-based node embeddings by identifying important nodes with bridgeness. Neural Networks 164: 546-561 (2023) - [c19]Seongmin Park, Mincheol Yoon, Jae-woong Lee, Hogun Park, Jongwuk Lee:
Toward a Better Understanding of Loss Functions for Collaborative Filtering. CIKM 2023: 2034-2043 - [c18]Jieming Zhang, Yongho Lee, Tai-Myoung Chung, Hogun Park:
Development of a Handwriting Drawings Assessment System for Early Parkinson's Disease Identification with Deep Learning Methods. FDSE 2023: 484-499 - [c17]Gayeong Kim, Sookyung Kim, Ko Keun Kim, Suchan Park, Heesoo Jung, Hogun Park:
Exploiting Relation-aware Attribute Representation Learning in Knowledge Graph Embedding for Numerical Reasoning. KDD 2023: 1086-1096 - [c16]Heesoo Jung, Sangpil Kim, Hogun Park:
Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems. WWW 2023: 1478-1488 - [i4]Heesoo Jung, Sangpil Kim, Hogun Park:
Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems. CoRR abs/2302.10567 (2023) - [i3]Hogun Park, Aly Megahed, Peifeng Yin, Yuya Jeremy Ong, Pravar Dilip Mahajan, Pei Guo:
Incorporating Experts' Judgment into Machine Learning Models. CoRR abs/2304.11870 (2023) - [i2]Hogun Park, Jennifer Neville:
Generating Post-hoc Explanations for Skip-gram-based Node Embeddings by Identifying Important Nodes with Bridgeness. CoRR abs/2304.12036 (2023) - [i1]Seongmin Park, Mincheol Yoon, Jae-woong Lee, Hogun Park, Jongwuk Lee:
Toward a Better Understanding of Loss Functions for Collaborative Filtering. CoRR abs/2308.06091 (2023) - 2020
- [j2]Jooho Kim, Hogun Park:
A framework for understanding online group behaviors during a catastrophic event. Int. J. Inf. Manag. 51: 102051 (2020) - [c15]I Luk Kim, Yunhui Zheng, Hogun Park, Weihang Wang, Wei You, Yousra Aafer, Xiangyu Zhang:
Finding client-side business flow tampering vulnerabilities. ICSE 2020: 222-233 - [c14]Hogun Park, Jennifer Neville:
Role Equivalence Attention for Label Propagation in Graph Neural Networks. PAKDD (2) 2020: 555-567
2010 – 2019
- 2019
- [c13]Hogun Park, Jennifer Neville:
Exploiting Interaction Links for Node Classification with Deep Graph Neural Networks. IJCAI 2019: 3223-3230 - 2018
- [c12]Hogun Park, Hamid Reza Motahari-Nezhad:
Learning Procedures from Text: Codifying How-to Procedures in Deep Neural Networks. WWW (Companion Volume) 2018: 351-358 - 2014
- [j1]Dongmahn Seo, Suhyun Kim, Hogun Park, Heedong Ko:
Real-time panoramic video streaming system with overlaid interface concept for social media. Multim. Syst. 20(6): 707-719 (2014) - [c11]Dongmahn Seo, Suhyun Kim, Hogun Park, Heedong Ko:
User generated highlight system for baseball games with social media activities. ICCE 2014: 349-350 - 2012
- [c10]Kyung-Mi Park, Hogun Park, Hyoung-Gon Kim, Heedong Ko:
Review Summarization Based on Linguistic Knowledge. DASFAA Workshops 2012: 105-114 - [c9]Dongmahn Seo, Suhyun Kim, Jaewook Yoo, Hogun Park, Heedong Ko:
Immersive panorama TV service system. ICCE 2012: 201-202 - [c8]Dongmahn Seo, Suhyun Kim, Hogun Park, Geun-Young Lee, Heedong Ko:
Overlay SNS: Next generation social network service. ICCE 2012: 562-563 - [c7]Dongmahn Seo, Suhyun Kim, Hogun Park, Geun-Young Lee, Heedong Ko:
Panoramic interface for baseball live with SNS. ICCE 2012: 584-585 - [c6]Dongmahn Seo, Suhyun Kim, Youngtae Jo, Hogun Park, Heedong Ko:
Personal multi-angle media broadcasting service system. ICCE 2012: 715-716 - 2010
- [c5]Hogun Park, Sun-Bum Youn, Eugene Hong, Changhyeon Lee, Yong-Moo Kwon, Heedong Ko, Myon-Woong Park, Young Tae Sohn, Jae Kwan Kim:
Sharing of baseball event through social media. Multimedia Information Retrieval 2010: 389-392
2000 – 2009
- 2008
- [c4]Hogun Park, Sung-Hyon Myaeng, Gwan Jang, Jong-wook Choi, Sooran Jo, Hyung-chul Roh:
An Interactive Information Seeking Interface for Exploratory Search. ICEIS (5) 2008: 276-285 - [c3]Hogun Park, Yoonjung Choi, Yuchul Jung, Sung-Hyon Myaeng:
Supporting mixed initiative human-robot interaction: A script-based cognitive architecture approach. IJCNN 2008: 4107-4113 - 2007
- [c2]Yuchul Jung, Hogun Park, Yoonjung Choi, Sung-Hyon Myaeng:
Designing a Cognitive Case-Based Planning Framework for Home Service Robots. RO-MAN 2007: 827-832 - 2006
- [c1]Yuchul Jung, Hogun Park, Sung-Hyon Myaeng:
A Hybrid Mood Classification Approach for Blog Text. PRICAI 2006: 1099-1103
Coauthor Index
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