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2020 – today

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2024
[c10]
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Haneol Kang, Dong-Wan Choi:
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model. AAAI 2024: 13040-13048
[c9]
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Hyunjune Shin, Dong-Wan Choi:
Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation. AAAI 2024: 14991-14999
[i6]
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  - journals/corr/abs-2402-12406
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Hyunjune Shin, Dong-Wan Choi:
Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation. CoRR abs/2402.12406 (2024)
[i5]
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  - journals/corr/abs-2403-03082
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Haneol Kang, Dong-Wan Choi:
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model. CoRR abs/2403.03082 (2024)
2023
[c8]
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Seong-Woong Kim, Dong-Wan Choi:
Better Generalized Few-Shot Learning Even without Base Data. AAAI 2023: 8282-8290
2022
[j16]
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Hong-Jun Choi, Dong-Wan Choi:
Attractive and repulsive training to address inter-task forgetting issues in continual learning. Neurocomputing 500: 486-498 (2022)
[j15]
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  - journals/iotj/SalmanSCLN22
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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): 20719-20732 (2022)
[j14]
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Yeong-Hwa Jin, Keon-Ho Lee, Dong-Wan Choi:
QueryNet: Querying neural networks for lightweight specialized models. Inf. Sci. 589: 186-198 (2022)
[j13]
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Seong-Woong Kim, Dong-Wan Choi:
Stable Federated Learning with Dataset Condensation. J. Comput. Sci. Eng. 16(1): 52-62 (2022)
[i4]
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  - journals/corr/abs-2211-16095
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Seong-Woong Kim, Dong-Wan Choi:
Better Generalized Few-Shot Learning Even Without Base Data. CoRR abs/2211.16095 (2022)
2021
[j12]
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  - journals/access/OhCM21
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Geunwoo Oh, Dong-Wan Choi, Bochang Moon:
Similar Patch Selection in Embedding Space for Multi-View Image Denoising. IEEE Access 9: 98581-98589 (2021)
[j11]
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Hakkyu Kim, Dong-Wan Choi:
Recency-based sequential pattern mining in multiple event sequences. Data Min. Knowl. Discov. 35(1): 127-157 (2021)
[c7]
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Jong-Yeong Kim, Dong-Wan Choi:
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network. AAAI 2021: 8137-8145
[c6]
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  - conf/sigmod/KimC21
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Hakbin Kim, Dong-Wan Choi:
Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks. SIGMOD Conference 2021: 2244-2252
[i3]
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  - journals/corr/abs-2107-01349
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Jong-Yeong Kim, Dong-Wan Choi:
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network. CoRR abs/2107.01349 (2021)
[i2]
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  - journals/corr/abs-2107-01354
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Hakbin Kim, Dong-Wan Choi:
Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks. CoRR abs/2107.01354 (2021)
2020
[j10]
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  - journals/kais/ChoiPL20
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Dong-Wan Choi, Jian Pei, Xuemin Lin:
On spatial keyword covering. Knowl. Inf. Syst. 62(7): 2577-2612 (2020)

2010 – 2019

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2019
[c5]
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  - conf/bigdataconf/BouleganeRBFSNY19
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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: 3493-3497
2017
[j9]
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Dong-Wan Choi, Chin-Wan Chung:
A K-partitioning algorithm for clustering large-scale spatio-textual data. Inf. Syst. 64: 1-11 (2017)
[j8]
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Dong-Wan Choi, Jian Pei, Thomas Heinis:
Efficient Mining of Regional Movement Patterns in Semantic Trajectories. Proc. VLDB Endow. 10(13): 2073-2084 (2017)
[r1]
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Dong-Wan Choi, Chin-Wan Chung, Yufei Tao:
Maximizing Range Sum in Spatial Databases. Encyclopedia of GIS 2017: 1198-1204
2016
[j7]
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  - journals/geoinformatica/LeeCKPCC16
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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): 471-502 (2016)
[c4]
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Dong-Wan Choi, Jian Pei, Xuemin Lin:
Finding the minimum spatial keyword cover. ICDE 2016: 685-696
2015
[j6]
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  - journals/cj/KimCC15
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Sangyeon Kim, Dong-Wan Choi, Chin-Wan Chung:
Finding a Friendly Community in Social Networks Considering Bad Relationships. Comput. J. 58(6): 1469-1481 (2015)
[c3]
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Dong-Wan Choi, Chin-Wan Chung:
Nearest neighborhood search in spatial databases. ICDE 2015: 699-710
2014
[j5]
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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): 349-377 (2014)
[j4]
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Dong-Wan Choi, Chin-Wan Chung, Yufei Tao:
Maximizing Range Sum in External Memory. ACM Trans. Database Syst. 39(3): 21:1-21:44 (2014)
2013
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Dong-Wan Choi, Chin-Wan Chung:
REQUEST⁺: A framework for efficient processing of region-based queries in sensor networks. Inf. Sci. 248: 151-167 (2013)
[j2]
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Yufei Tao, Xiaocheng Hu, Dong-Wan Choi, Chin-Wan Chung:
Approximate MaxRS in Spatial Databases. Proc. VLDB Endow. 6(13): 1546-1557 (2013)
[c2]
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Kyoung-Won Lee, Dong-Wan Choi, Chin-Wan Chung:
DART: An Efficient Method for Direction-Aware Bichromatic Reverse k Nearest Neighbor Queries. SSTD 2013: 295-311
2012
[j1]
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Dong-Wan Choi, Chin-Wan Chung, Yufei Tao:
A Scalable Algorithm for Maximizing Range Sum in Spatial Databases. Proc. VLDB Endow. 5(11): 1088-1099 (2012)
[i1]
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  - journals/corr/abs-1208-0073
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Dong-Wan Choi, Chin-Wan Chung, Yufei Tao:
A Scalable Algorithm for Maximizing Range Sum in Spatial Databases. CoRR abs/1208.0073 (2012)
2011
[c1]
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  - conf/dasfaa/ChoiC11
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Dong-Wan Choi, Chin-Wan Chung:
REQUEST: Region-Based Query Processing in Sensor Networks. DASFAA (2) 2011: 266-279

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