Geon Lee

79 papers A* 18A 6Journal 46Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive survey on multi-behavior recommender systems: extended taxonomy and recent advances.
Int. J. Data Sci. Anal.
Kyungho Kim, Sunwoo Kim, Geon Lee, Jinhong Jung, Kijung Shin
2026 A* conf
ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents.
WWW
Kyungho Kim, Geon Lee, Juyeon Kim, Dongwon Choi, Shinhwan Kang, Kijung Shin
2026 J jnl
ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents.
CoRR
Kyungho Kim, Geon Lee, Juyeon Kim, Dongwon Choi, Shinhwan Kang, Kijung Shin
2026 A conf
Sequential Data Augmentation for Generative Recommendation.
WSDM
Geon Lee, Bhuvesh Kumar, Mingxuan Ju, Tong Zhao, Kijung Shin, Neil Shah, Liam Collins
2026 J jnl
Token-based dynamic bit-width assignment for ViT quantization.
Pattern Recognit.
Dohyung Kim, Jaehyeon Moon, Junghyup Lee, Geon Lee, Jeimin Jeon, Bumsub Ham
2025 A conf
A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation.
CIKM
Kyungho Kim, Sunwoo Kim, Geon Lee, Kijung Shin
2025 J jnl
A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation.
CoRR
Kyungho Kim, Sunwoo Kim, Geon Lee, Kijung Shin
2025 J jnl
A Survey on Hypergraph Mining: Patterns, Tools, and Generators.
ACM Comput. Surv.
Geon Lee, Fanchen Bu, Tina Eliassi-Rad, Kijung Shin
2025 A* conf
Attributed Hypergraph Generation with Realistic Interplay Between Structure and Attributes.
ICDM
Jaewan Chun, Seokbum Yoon, Minyoung Choe, Geon Lee, Kijung Shin
2025 J jnl
Attributed Hypergraph Generation with Realistic Interplay Between Structure and Attributes.
CoRR
Jaewan Chun, Seokbum Yoon, Minyoung Choe, Geon Lee, Kijung Shin
2025 A* conf
Beyond Neighbors: Distance-Generalized Graphlets for Enhanced Graph Characterization.
WWW
Yeongho Kim, Yuyeong Kim, Geon Lee, Kijung Shin
2025 J jnl
Cerberus: Attribute-based person re-identification using semantic IDs.
Expert Syst. Appl.
Chanho Eom, Geon Lee, Kyunghwan Cho, Hyeonseok Jung, Moonsub Jin, Bumsub Ham
2025 J jnl
Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop.
CoRR
Yushan Jiang, Wenchao Yu, Geon Lee, Dongjin Song, Kijung Shin, Wei Cheng, Yanchi Liu, Haifeng Chen
2025 J jnl
Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy.
CoRR
Juyeon Kim, Geon Lee, Dongwon Choi, Taeuk Kim, Kijung Shin
2025 A* conf
Identifying Group Anchors in Real-World Group Interactions Under Label Scarcity.
ICDM
Fanchen Bu, Geon Lee, Kijung Shin, Minyoung Choe
2025 J jnl
Identifying Group Anchors in Real-World Group Interactions Under Label Scarcity.
CoRR
Fanchen Bu, Geon Lee, Minyoung Choe, Kijung Shin
2025 J jnl
ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation.
CoRR
Sunwoo Kim, Geon Lee, Kyungho Kim, Jaemin Yoo, Kijung Shin
2025 A* conf
KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking.
SIGIR
Juyeon Kim, Geon Lee, Taeuk Kim, Kijung Shin
2025 J jnl
KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking.
CoRR
Juyeon Kim, Geon Lee, Taeuk Kim, Kijung Shin
2025 A* conf
MARIOH: Multiplicity-Aware Hypergraph Reconstruction.
ICDE
Kyuhan Lee, Geon Lee, Kijung Shin
2025 J jnl
MARIOH: Multiplicity-Aware Hypergraph Reconstruction.
CoRR
Kyuhan Lee, Geon Lee, Kijung Shin
2025 J jnl
Multi-Behavior Recommender Systems: A Survey.
CoRR
Kyungho Kim, Sunwoo Kim, Geon Lee, Jinhong Jung, Kijung Shin
2025 — conf
Multi-behavior Recommender Systems: A Survey.
PAKDD (4)
Kyungho Kim, Sunwoo Kim, Geon Lee, Jinhong Jung, Kijung Shin
2025 J jnl
RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases.
CoRR
Dongwon Choi, Sunwoo Kim, Juyeon Kim, Kyungho Kim, Geon Lee, Shinhwan Kang, Myunghwan Kim, Kijung Shin
2025 J jnl
SDS KoPub VDR: A Benchmark Dataset for Visual Document Retrieval in Korean Public Documents.
CoRR
Jaehoon Lee, Sohyun Kim, Wanggeun Park, Geon Lee, Seungkyung Kim, Minyoung Lee
2025 J jnl
Sequential Data Augmentation for Generative Recommendation.
CoRR
Geon Lee, Bhuvesh Kumar, Clark Mingxuan Ju, Tong Zhao, Kijung Shin, Neil Shah, Liam Collins
2025 — conf
SkySearch: Satellite Video Search at Scale.
KDD (2)
Minyoung Choe, Geon Lee, Changhun Han, Suji Kim, Woong Hu, Hyebeen Hwang, Geunseok Park, Byeongyeon Kim, Hyesook Lee, Ha-Myung Park, Kijung Shin
2025 A* conf
TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents.
AAAI
Geon Lee, Wenchao Yu, Kijung Shin, Wei Cheng, Haifeng Chen
2025 J jnl
TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents.
CoRR
Geon Lee, Wenchao Yu, Kijung Shin, Wei Cheng, Haifeng Chen
2024 J jnl
A Survey on Hypergraph Mining: Patterns, Tools, and Generators.
CoRR
Geon Lee, Fanchen Bu, Tina Eliassi-Rad, Kijung Shin
2024 J jnl
AIoT-Based Smart Healthcare in Everyday Lives: Data Collection and Standardization From Smartphones and Smartwatches.
IEEE Internet Things J.
Geonwoo Ji, Jiyoung Woo, Geon Lee, Constantino Msigwa, Denis Bernard, Jaeseok Yun
2024 J jnl
Cerberus: Attribute-based person re-identification using semantic IDs.
CoRR
Chanho Eom, Geon Lee, Kyunghwan Cho, Hyeonseok Jung, Moonsub Jin, Bumsub Ham
2024 J jnl
Disentangled Representations for Short-Term and Long-Term Person Re-Identification.
CoRR
Chanho Eom, Wonkyung Lee, Geon Lee, Bumsub Ham
2024 J jnl
Hypergraph motifs and their extensions beyond binary.
VLDB J.
Geon Lee, Seokbum Yoon, Jihoon Ko, Hyunju Kim, Kijung Shin
2024 J jnl
IRASNet: Improved Feature-Level Clutter Reduction for Domain Generalized SAR-ATR.
CoRR
Ohtae Jang, Haekang Song, Min-Jun Kim, Kyung-hwan Lee, Geon Lee, Sung-Ho Kim, Kyung-Tae Kim
2024 A conf
Post-Training Embedding Enhancement for Long-Tail Recommendation.
CIKM
Geon Lee, Kyungho Kim, Kijung Shin
2024 J jnl
Random walk with restart on hypergraphs: fast computation and an application to anomaly detection.
Data Min. Knowl. Discov.
Jaewan Chun, Geon Lee, Kijung Shin, Jinhong Jung
2024 J jnl
Representative and Back-In-Time Sampling from Real-world Hypergraphs.
ACM Trans. Knowl. Discov. Data
Minyoung Choe, Jaemin Yoo, Geon Lee, Woonsung Baek, U Kang, Kijung Shin
2024 A* conf
Resource2Box: Learning To Rank Resources in Distributed Search Using Box Embedding.
ICDM
Ulugbek Ergashev, Geon Lee, Kijung Shin, Eduard C. Dragut, Weiyi Meng
2024 A conf
Revisiting LightGCN: Unexpected Inflexibility, Inconsistency, and A Remedy Towards Improved Recommendation.
RecSys
Geon Lee, Kyungho Kim, Kijung Shin
2024 A conf
Towards Better Utilization of Multiple Views for Bundle Recommendation.
CIKM
Kyungho Kim, Sunwoo Kim, Geon Lee, Kijung Shin
2024 A* conf
VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation.
WWW
Geon Lee, Soo Yong Lee, Kijung Shin
2023 A* conf
Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification.
ICCV
Geon Lee, Sanghoon Lee, Dohyung Kim, Younghoon Shin, Yongsang Yoon, Bumsub Ham
2023 J jnl
Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification.
CoRR
Geon Lee, Sanghoon Lee, Dohyung Kim, Younghoon Shin, Yongsang Yoon, Bumsub Ham
2023 — conf
Health24: Health-related Data Collection from Wearable and Mobile Devices in Everyday Lives.
BigComp
Geonwoo Ji, Constantino Msigwa, Denis Bernard, Geon Lee, Jiyoung Woo, Jaeseok Yun
2023 J jnl
Hypercore Decomposition for Non-Fragile Hyperedges: Concepts, Algorithms, Observations, and Applications.
CoRR
Fanchen Bu, Geon Lee, Kijung Shin
2023 J jnl
Hypercore decomposition for non-fragile hyperedges: concepts, algorithms, observations, and applications.
Data Min. Knowl. Discov.
Fanchen Bu, Geon Lee, Kijung Shin
2023 J jnl
Hypergraph Motifs and Their Extensions Beyond Binary.
CoRR
Geon Lee, Seokbum Yoon, Jihoon Ko, Hyunju Kim, Kijung Shin
2023 A* conf
Mining of Real-world Hypergraphs: Patterns, Tools, and Generators.
KDD
Geon Lee, Jaemin Yoo, Kijung Shin
2023 J jnl
Temporal hypergraph motifs.
Knowl. Inf. Syst.
Geon Lee, Kijung Shin
2023 — conf
Tutorials at The Web Conference 2023.
WWW (Companion Volume)
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne R. Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
2022 — conf
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation.
ECCV (30)
Geon Lee, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham
2022 J jnl
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation.
CoRR
Geon Lee, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham
2022 J jnl
Disentangled Representations for Short-Term and Long-Term Person Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell.
Chanho Eom, Wonkyung Lee, Geon Lee, Bumsub Ham
2022 J jnl
Feature Selection for SAR Target Discrimination and Efficient Two-Stage Detection Method.
Remote. Sens.
Nam-Hoon Jeong, Jae-Ho Choi, Geon Lee, Ji-Hoon Park, Kyung-Tae Kim
2022 J jnl
Fusion of Target and Shadow Regions for Improved SAR ATR.
IEEE Trans. Geosci. Remote. Sens.
Jae-Ho Choi, Myung-Jun Lee, Nam-Hoon Jeong, Geon Lee, Kyung-Tae Kim
2022 A* conf
HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams.
IJCAI
Geon Lee, Minyoung Choe, Kijung Shin
2022 J jnl
HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams.
CoRR
Geon Lee, Minyoung Choe, Kijung Shin
2022 A* conf
MiDaS: Representative Sampling from Real-world Hypergraphs.
WWW
Minyoung Choe, Jaemin Yoo, Geon Lee, Woonsung Baek, U Kang, Kijung Shin
2022 J jnl
MiDaS: Representative Sampling from Real-world Hypergraphs.
CoRR
Minyoung Choe, Jaemin Yoo, Geon Lee, Woonsung Baek, U Kang, Kijung Shin
2022 A conf
Mining of Real-world Hypergraphs: Patterns, Tools, and Generators.
CIKM
Geon Lee, Jaemin Yoo, Kijung Shin
2022 A* conf
Set2Box: Similarity Preserving Representation Learning for Sets.
ICDM
Geon Lee, Chanyoung Park, Kijung Shin
2022 J jnl
Set2Box: Similarity Preserving Representation Learning of Sets.
CoRR
Geon Lee, Chanyoung Park, Kijung Shin
2021 A* conf
How Do Hyperedges Overlap in Real-World Hypergraphs? - Patterns, Measures, and Generators.
WWW
Geon Lee, Minyoung Choe, Kijung Shin
2021 J jnl
How Do Hyperedges Overlap in Real-World Hypergraphs? - Patterns, Measures, and Generators.
CoRR
Geon Lee, Minyoung Choe, Kijung Shin
2021 A* conf
THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting.
ICDM
Geon Lee, Kijung Shin
2021 J jnl
THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting.
CoRR
Geon Lee, Kijung Shin
2021 J jnl
Tendon-Driven Compliant Prosthetic Wrist Consisting of Three Rows Based on the Concept of Tensegrity Structure.
IEEE Robotics Autom. Lett.
Geon Lee, Geun Young Hong, Youngjin Choi
2021 A* conf
Video-based Person Re-identification with Spatial and Temporal Memory Networks.
ICCV
Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham
2021 J jnl
Video-based Person Re-identification with Spatial and Temporal Memory Networks.
CoRR
Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham
2020 J jnl
Bio-Inspired Tendon-Driven Finger Design With Isomorphic Ligamentous Joint.
IEEE Access
Geon Lee, Youngjin Choi
2020 J jnl
Hypergraph Motifs: Concepts, Algorithms, and Discoveries.
CoRR
Geon Lee, Jihoon Ko, Kijung Shin
2020 J jnl
Hypergraph Motifs: Concepts, Algorithms, and Discoveries.
Proc. VLDB Endow.
Geon Lee, Jihoon Ko, Kijung Shin
2020 J jnl
MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs.
Proc. VLDB Endow.
Joyce Jiyoung Whang, Rundong Du, Sangwon Jung, Geon Lee, Barry L. Drake, Qingqing Liu, Seonggoo Kang, Haesun Park
2019 A* conf
Hyperlink Classification via Structured Graph Embedding.
SIGIR
Geon Lee, Seonggoo Kang, Joyce Jiyoung Whang
2018 — conf
Underactuated Tendon-driven Finger Design with Bio-inspired Ligamentous Joint mechanism.
CBS
Hyeryon Son, Geon Lee, Changhun Lee, Youngjin Choi
2016 — conf
Underactuated finger mechanism for natural motion and self-adaptive grasping towards bionic partial hand.
BioRob
Dukchan Yoon, Geon Lee, Sungon Lee, Youngjin Choi
2015 — conf
Determining ARMA model parameters for biomedical signal applications based on estimation of the equivalent AR model.
URAI
Junho Park, Geon Lee, Youngjin Choi
2011 — conf
New robotic motion generation using digital convolution with physical system limitation.
CDC/ECC
Geon Lee, Byung-Ju Yi, Doik Kim, Youngjin Choi