Dong-Wan Choi

44 papers A* 7A 1B 1Journal 30Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
PGB: One-Shot Pruning for BERT via Weight Grouping and Permutation.
J. Artif. Intell. Res.
Hyemin Lim, Jaeyeon Lee, Dong-Wan Choi
2026 A* conf
STARK: Structure-Aware and Adaptive Representation Learning for Continual Knowledge Graph Embedding.
WWW
Kyung-hwan Lee, Dong-Wan Choi
2025 J jnl
FaceGCD: Generalized Face Discovery via Dynamic Prefix Generation.
CoRR
Yunseok Oh, Dong-Wan Choi
2025 J jnl
Inclusive Training Separation and Implicit Knowledge Interaction for Balanced Online Class-Incremental Learning.
CoRR
Shunjie Wen, Thomas Heinis, Dong-Wan Choi
2025 A conf
Lossless Token Merging Even Without Fine-Tuning in Vision Transformers.
ECAI
Jaeyeon Lee, Dong-Wan Choi
2025 J jnl
Lossless Token Merging Even Without Fine-Tuning in Vision Transformers.
CoRR
Jaeyeon Lee, Dong-Wan Choi
2025 J jnl
Out-of-Distribution Detection via outlier exposure in federated learning.
Neural Networks
Gu-Bon Jeong, Dong-Wan Choi
2025 J jnl
PGB: One-Shot Pruning for BERT via Weight Grouping and Permutation.
CoRR
Hyemin Lim, Jaeyeon Lee, Dong-Wan Choi
2025 J jnl
Patch Rebirth: Toward Fast and Transferable Model Inversion of Vision Transformers.
CoRR
Seongsoo Heo, Dong-Wan Choi
2025 J jnl
Training-Free Restoration of Pruned Neural Networks.
CoRR
Keon-Ho Lee, Minsoo Kim, Dong-Wan Choi
2024 A* conf
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model.
AAAI
Haneol Kang, Dong-Wan Choi
2024 J jnl
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model.
CoRR
Haneol Kang, Dong-Wan Choi
2024 — conf
Replaying with Realistic Latent Vectors in Generative Continual Learning.
CoLLAs
Hyemin Jeong, Seong-Woong Kim, Dong-Wan Choi
2024 A* conf
Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation.
AAAI
Hyunjune Shin, Dong-Wan Choi
2024 J jnl
Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation.
CoRR
Hyunjune Shin, Dong-Wan Choi
2023 A* conf
Better Generalized Few-Shot Learning Even without Base Data.
AAAI
Seong-Woong Kim, Dong-Wan Choi
2022 J jnl
Attractive and repulsive training to address inter-task forgetting issues in continual learning.
Neurocomputing
Hong-Jun Choi, Dong-Wan Choi
2022 J jnl
Better Generalized Few-Shot Learning Even Without Base Data.
CoRR
Seong-Woong Kim, Dong-Wan Choi
2022 J jnl
DARCAS: Dynamic Association Regulator Considering Airtime Over SDN-Enabled Framework.
IEEE Internet Things J.
Muhammad Salman, Jin-Ho Son, Dong-Wan Choi, Uichin Lee, Youngtae Noh
2022 J jnl
QueryNet: Querying neural networks for lightweight specialized models.
Inf. Sci.
Yeong-Hwa Jin, Keon-Ho Lee, Dong-Wan Choi
2022 J jnl
Stable Federated Learning with Dataset Condensation.
J. Comput. Sci. Eng.
Seong-Woong Kim, Dong-Wan Choi
2021 — conf
Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks.
SIGMOD Conference
Hakbin Kim, Dong-Wan Choi
2021 J jnl
Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks.
CoRR
Hakbin Kim, Dong-Wan Choi
2021 J jnl
Recency-based sequential pattern mining in multiple event sequences.
Data Min. Knowl. Discov.
Hakkyu Kim, Dong-Wan Choi
2021 J jnl
Similar Patch Selection in Embedding Space for Multi-View Image Denoising.
IEEE Access
Geunwoo Oh, Dong-Wan Choi, Bochang Moon
2021 A* conf
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network.
AAAI
Jong-Yeong Kim, Dong-Wan Choi
2021 J jnl
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network.
CoRR
Jong-Yeong Kim, Dong-Wan Choi
2020 J jnl
On spatial keyword covering.
Knowl. Inf. Syst.
Dong-Wan Choi, Jian Pei, Xuemin Lin
2019 — conf
Real-Time Machine Learning Competition on Data Streams at the IEEE Big Data 2019.
IEEE BigData
Dihia Boulegane, Nedeljko Radulovic, Albert Bifet, Ghislain Fiévet, Jimin Sohn, Yeonwoo Nam, Seojeong Yu, Dong-Wan Choi
2017 J jnl
A K-partitioning algorithm for clustering large-scale spatio-textual data.
Inf. Syst.
Dong-Wan Choi, Chin-Wan Chung
2017 J jnl
Efficient Mining of Regional Movement Patterns in Semantic Trajectories.
Proc. VLDB Endow.
Dong-Wan Choi, Jian Pei, Thomas Heinis
2017 — ch.
Maximizing Range Sum in Spatial Databases.
Encyclopedia of GIS
Dong-Wan Choi, Chin-Wan Chung, Yufei Tao
2016 A* conf
Finding the minimum spatial keyword cover.
ICDE
Dong-Wan Choi, Jian Pei, Xuemin Lin
2016 J jnl
The direction-constrained k nearest neighbor query - Dealing with spatio-directional objects.
GeoInformatica
Min-Joong Lee, Dong-Wan Choi, Sangyeon Kim, Ha-Myung Park, Sunghee Choi, Chin-Wan Chung
2015 J jnl
Finding a Friendly Community in Social Networks Considering Bad Relationships.
Comput. J.
Sangyeon Kim, Dong-Wan Choi, Chin-Wan Chung
2015 A* conf
Nearest neighborhood search in spatial databases.
ICDE
Dong-Wan Choi, Chin-Wan Chung
2014 J jnl
DART+: Direction-aware bichromatic reverse k nearest neighbor query processing in spatial databases.
J. Intell. Inf. Syst.
Kyoung-Won Lee, Dong-Wan Choi, Chin-Wan Chung
2014 J jnl
Maximizing Range Sum in External Memory.
ACM Trans. Database Syst.
Dong-Wan Choi, Chin-Wan Chung, Yufei Tao
2013 J jnl
Approximate MaxRS in Spatial Databases.
Proc. VLDB Endow.
Yufei Tao, Xiaocheng Hu, Dong-Wan Choi, Chin-Wan Chung
2013 B conf
DART: An Efficient Method for Direction-Aware Bichromatic Reverse k Nearest Neighbor Queries.
SSTD
Kyoung-Won Lee, Dong-Wan Choi, Chin-Wan Chung
2013 J jnl
REQUEST
Inf. Sci.
Dong-Wan Choi, Chin-Wan Chung
2012 J jnl
A Scalable Algorithm for Maximizing Range Sum in Spatial Databases
CoRR
Dong-Wan Choi, Chin-Wan Chung, Yufei Tao
2012 J jnl
A Scalable Algorithm for Maximizing Range Sum in Spatial Databases.
Proc. VLDB Endow.
Dong-Wan Choi, Chin-Wan Chung, Yufei Tao
2011 — conf
REQUEST: Region-Based Query Processing in Sensor Networks.
DASFAA (2)
Dong-Wan Choi, Chin-Wan Chung