Dong-Wan Choi

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Nearest Neighbor

Spatial Keyword

Top Venues

Proc. VLDB Endow.

Publications

Hyunjune Shin, Dong-Wan Choi
Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation. AAAI (2024)
Haneol Kang, Dong-Wan Choi
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model. AAAI (2024)
Haneol Kang, Dong-Wan Choi
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model. CoRR (2024)
Hyunjune Shin, Dong-Wan Choi
Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation. CoRR (2024)
Seong-Woong Kim, Dong-Wan Choi
Better Generalized Few-Shot Learning Even without Base Data. AAAI (2023)
Muhammad Salman, Jin-Ho Son, Dong-Wan Choi, Uichin Lee, Youngtae Noh
DARCAS: Dynamic Association Regulator Considering Airtime Over SDN-Enabled Framework. IEEE Internet Things J. 9 (20) (2022)
Seong-Woong Kim, Dong-Wan Choi
Stable Federated Learning with Dataset Condensation. J. Comput. Sci. Eng. 16 (1) (2022)
Yeong-Hwa Jin, Keon-Ho Lee, Dong-Wan Choi
QueryNet: Querying neural networks for lightweight specialized models. Inf. Sci. 589 (2022)
Hong-Jun Choi, Dong-Wan Choi
Attractive and repulsive training to address inter-task forgetting issues in continual learning. Neurocomputing 500 (2022)
Seong-Woong Kim, Dong-Wan Choi
Better Generalized Few-Shot Learning Even Without Base Data. CoRR (2022)
Hakbin Kim, Dong-Wan Choi
Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks. SIGMOD Conference (2021)
Hakkyu Kim, Dong-Wan Choi
Recency-based sequential pattern mining in multiple event sequences. Data Min. Knowl. Discov. 35 (1) (2021)
Jong-Yeong Kim, Dong-Wan Choi
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network. AAAI (2021)
Hakbin Kim, Dong-Wan Choi
Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks. CoRR (2021)
Jong-Yeong Kim, Dong-Wan Choi
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network. CoRR (2021)
Geunwoo Oh, Dong-Wan Choi, Bochang Moon
Similar Patch Selection in Embedding Space for Multi-View Image Denoising. IEEE Access 9 (2021)
Dong-Wan Choi, Jian Pei, Xuemin Lin
On spatial keyword covering. Knowl. Inf. Syst. 62 (7) (2020)
Dihia Boulegane, Nedeljko Radulovic, Albert Bifet, Ghislain Fiévet, Jimin Sohn, Yeonwoo Nam, Seojeong Yu, Dong-Wan Choi
Real-Time Machine Learning Competition on Data Streams at the IEEE Big Data 2019. IEEE BigData (2019)
Dong-Wan Choi, Chin-Wan Chung
A K-partitioning algorithm for clustering large-scale spatio-textual data. Inf. Syst. 64 (2017)
Dong-Wan Choi, Jian Pei, Thomas Heinis
Efficient Mining of Regional Movement Patterns in Semantic Trajectories. Proc. VLDB Endow. 10 (13) (2017)
Min-Joong Lee, Dong-Wan Choi, Sangyeon Kim, Ha-Myung Park, Sunghee Choi, Chin-Wan Chung
The direction-constrained k nearest neighbor query - Dealing with spatio-directional objects. GeoInformatica 20 (3) (2016)
Dong-Wan Choi, Jian Pei, Xuemin Lin
Finding the minimum spatial keyword cover. ICDE (2016)
Dong-Wan Choi, Chin-Wan Chung
Nearest neighborhood search in spatial databases. ICDE (2015)
Sangyeon Kim, Dong-Wan Choi, Chin-Wan Chung
Finding a Friendly Community in Social Networks Considering Bad Relationships. Comput. J. 58 (6) (2015)
Dong-Wan Choi, Chin-Wan Chung, Yufei Tao
Maximizing Range Sum in External Memory. ACM Trans. Database Syst. 39 (3) (2014)
Kyoung-Won Lee, Dong-Wan Choi, Chin-Wan Chung
DART+: Direction-aware bichromatic reverse k nearest neighbor query processing in spatial databases. J. Intell. Inf. Syst. 43 (2) (2014)
Kyoung-Won Lee, Dong-Wan Choi, Chin-Wan Chung
DART: An Efficient Method for Direction-Aware Bichromatic Reverse k Nearest Neighbor Queries. SSTD (2013)
Dong-Wan Choi, Chin-Wan Chung
: A framework for efficient processing of region-based queries in sensor networks. Inf. Sci. 248 (2013)
Yufei Tao, Xiaocheng Hu, Dong-Wan Choi, Chin-Wan Chung
Approximate MaxRS in Spatial Databases. Proc. VLDB Endow. 6 (13) (2013)
Dong-Wan Choi, Chin-Wan Chung, Yufei Tao
A Scalable Algorithm for Maximizing Range Sum in Spatial Databases CoRR (2012)
Dong-Wan Choi, Chin-Wan Chung, Yufei Tao
A Scalable Algorithm for Maximizing Range Sum in Spatial Databases. Proc. VLDB Endow. 5 (11) (2012)
Dong-Wan Choi, Chin-Wan Chung
REQUEST: Region-Based Query Processing in Sensor Networks. DASFAA (2) (2011)