• 1332 Citations
  • 18 h-Index
20072020

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2020

Memoreader: Large-scale reading comprehension through neural memory controller

Back, S., Yu, S., Indurthi, S., Kim, J. & Choo, J., 2020 Jan 1, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 2131-2140 10 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Memoreader: Large-scale reading comprehension through neural memory controller

Back, S., Yu, S., Indurthi, S., Kim, J. & Choo, J., 2020 Jan 1, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 2131-2140 10 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nl2PSQL: Generating pseudo-SQL queries from under-specified natural language questions

Chen, F., Hwang, S. W., Choo, J., Ha, J. W. & Kim, S., 2020 Jan 1, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 2603-2613 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

A Comparison of the Effects of Data Imputation Methods on Model Performance

Kim, W., Cho, W., Choi, J., Kim, J., Park, C. & Choo, J., 2019 Apr 29, 21st International Conference on Advanced Communication Technology: ICT for 4th Industrial Revolution!, ICACT 2019 - Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 592-599 8 p. 8702000. (International Conference on Advanced Communication Technology, ICACT; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

AILA: Attentive Interactive Labeling Assistant for Document Classification through Attention-based Deep Neural Networks

Choi, M., Park, C., Yang, S., Kim, Y., Choo, J. & Hong, S., 2019 May 2, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Coloring with limited data: Few-shot colorization via memory augmented networks

Yoo, S., Bahng, H., Chung, S., Lee, J., Chang, J. & Choo, J., 2019 Jun, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 11275-11284 10 p. 8953467. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Image-to-image translation via group-wise deep whitening-and-coloring transformation

Cho, W., Choi, S., Park, D. K., Shin, I. & Choo, J., 2019 Jun, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 10631-10639 9 p. 8954400. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Recommender system using sequential and global preference via attention mechanism and topic modeling

Kang, K., Park, J., Kim, W., Choe, H. & Choo, J., 2019 Nov 3, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1543-1552 10 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

SANVis: Visual Analytics for Understanding Self-Attention Networks

Park, C., Choo, J., Na, I., Jo, Y., Shin, S., Yoo, J., Kwon, B. C., Zhao, J., Noh, H. & Lee, Y., 2019 Oct, 2019 IEEE Visualization Conference, VIS 2019. Institute of Electrical and Electronics Engineers Inc., p. 146-150 5 p. 8933677. (2019 IEEE Visualization Conference, VIS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Coloring with words: Guiding image colorization through text-based palette generation

Bahng, H., Yoo, S., Cho, W., Park, D. K., Wu, Z., Ma, X. & Choo, J., 2018 Jan 1, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 443-459 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11216 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent Fault Detection via Dilated Convolutional Neural Networks

Khan, M. A., Kim, Y. H. & Choo, J., 2018 May 25, Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018. Institute of Electrical and Electronics Engineers Inc., p. 729-731 3 p. 8367217. (Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Megan: Mixture of experts of generative adversarial networks for multimodal image generation

Park, D. K., Yoo, S., Bahng, H., Choo, J. & Park, N., 2018 Jan 1, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 878-884 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

MMGAN: Manifold-Matching Generative Adversarial Networks

Park, N., Anand, A., Moniz, J. R. A., Lee, K., Choo, J., Park, D. K., Chakraborty, T., Park, H. & Kim, Y., 2018 Nov 26, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 1343-1348 6 p. 8545881. (Proceedings - International Conference on Pattern Recognition; vol. 2018-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Short-text topic modeling via non-negative matrix factorization enriched with local word-context correlations

Shi, T., Kang, K., Choo, J. & Reddy, C. K., 2018 Apr 10, The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018. Association for Computing Machinery, Inc, p. 1105-1114 10 p. (The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
24 Citations (Scopus)

StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation

Choi, Y., Choi, M., Kim, M., Ha, J. W., Kim, S. & Choo, J., 2018 Dec 14, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 8789-8797 9 p. 8579014. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

336 Citations (Scopus)

TopicOnTiles: Tile-based spatio-temporal event analytics via exclusive topic modeling on social media

Choi, M., Shin, S., Choi, J., Langevin, S., Bethune, C., Horne, P., Kronenfeld, N., Kannan, R., Drake, B., Park, H. & Choo, J., 2018 Apr 20, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2017

End-to-end prediction of buffer overruns from raw source code via neural memory networks

Choi, M. J., Jeong, S., Oh, H. & Choo, J., 2017 Jan 1, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 1546-1553 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

L-EnsNMF: Boosted local topic discovery via ensemble of nonnegative matrix factorization

Suh, S., Choo, J., Lee, J. & Reddy, C. K., 2017 Jan 31, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 479-488 10 p. 7837872. (Proceedings - IEEE International Conference on Data Mining, ICDM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Local topic discovery via boosted ensemble of nonnegative matrix factorization

Suh, S., Choo, J., Lee, J. & Reddy, C. K., 2017 Jan 1, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 4944-4948 5 p. (IJCAI International Joint Conference on Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

STExNMF: Spatio-temporally exclusive topic discovery for anomalous event detection

Shin, D. S., Choi, M., Choi, J., Langevin, S., Bethune, C., Horne, P., Kronenfeld, N., Kannan, R., Drake, B., Park, H. & Choo, J., 2017 Dec 15, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Karypis, G., Alu, S., Raghavan, V., Wu, X. & Miele, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 435-444 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2017-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)
2015

DemographicVis: Analyzing demographic information based on user generated content

Dou, W., Cho, I., ElTayeby, O., Choo, J., Wang, X. & Ribarsky, W., 2015 Dec 4, 2015 IEEE Conference on Visual Analytics Science and Technology, VAST 2015 - Proceedings. Chen, M. & Andrienko, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 57-64 8 p. 7347631. (2015 IEEE Conference on Visual Analytics Science and Technology, VAST 2015 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Exploring anomalies in GAStech: VAST 2014 Mini Challenge 1 and 2

Choo, J., Han, Y., Hu, M., Kim, H., Nugent, J., Poggi, F., Park, H. & Stasko, J., 2015 Feb 13, 2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings. North, C., Chen, M. & Ebert, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 347-348 2 p. 7042559. (2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Iui-textvis 2015 fourth workshop on interactive visual text analytics

Choo, J., Collins, C., Dou, W. & Endert, A., 2015 Mar 18, IUI 2015 - Proceedings of the 20th ACM International Conference on Intelligent User Interfaces. Association for Computing Machinery, p. 455-457 3 p. (International Conference on Intelligent User Interfaces, Proceedings IUI; vol. 2015-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

PIVE: Per-Iteration visualization environment for supporting real-time interactions with computational methods

Choo, J., Lee, C., Kim, H., Lee, H., Reddy, C. K., Drake, B. L. & Park, H., 2015 Feb 13, 2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings. North, C., Chen, M. & Ebert, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 241-242 2 p. 7042510. (2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Project recommendation using heterogeneous traits in crowdfunding

Rakesh, V., Choo, J. & Reddy, C. K., 2015 Jan 1, Proceedings of the 9th International Conference on Web and Social Media, ICWSM 2015. AAAI press, p. 337-346 10 p. (Proceedings of the 9th International Conference on Web and Social Media, ICWSM 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

29 Citations (Scopus)

Simultaneous discovery of common and discriminative topics via joint nonnegative matrix factorization

Kim, H., Choo, J., Kim, J., Reddy, C. K. & Park, H., 2015 Aug 10, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 567-576 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

31 Citations (Scopus)

VisIRR: Visual analytics for information retrieval and recommendation with large-scale document data

Choo, J., Lee, C., Kim, H., Lee, H., Liu, Z., Kannan, R., Stolper, C. D., Stasko, J., Drake, B. L. & Park, H., 2015 Feb 13, 2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings. North, C., Chen, M. & Ebert, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 243-244 2 p. 7042511. (2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)
2014

To gather together for a better world: Understanding and leveraging communities in micro-lending recommendation

Choo, J., Lee, D., Dilkina, B., Zha, H. & Park, H., 2014 Apr 7, WWW 2014 - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 249-259 11 p. (WWW 2014 - Proceedings of the 23rd International Conference on World Wide Web).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Citations (Scopus)

Understanding and promoting micro-finance activities in Kiva.org

Choo, J., Lee, C., Lee, D., Zha, H. & Park, H., 2014 Jan 1, WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 583-592 10 p. (WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)
2013

An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data

Choo, J., Lee, H., Liu, Z., Stasko, J. & Park, H., 2013 Apr 10, Proceedings of SPIE-IS and T Electronic Imaging - Visualization and Data Analysis 2013. 865402. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8654).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Augmenting Matlab with semantic objects for an interactive visual environment

Lee, C., Choo, J., Chau, D. H. & Park, H., 2013 Jan 1, Proceedings of the ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics, IDEA 2013. Association for Computing Machinery, p. 63-70 8 p. (Proceedings of the ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics, IDEA 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Fast Interactive Visualization for Multivariate Data Exploration

Lee, C., Zhuo, W., Choo, J., Chau, D. H. & Park, H., 2013 Apr 27, CHI EA 2013 - Extended Abstracts on Human Factors in Computing Systems: Changing Perspectives. Beaudouin-Lafon, M., Baudisch, P. & Mackay, W. E. (eds.). Association for Computing Machinery, p. 1773-1778 6 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2013-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lytic: Synthesizing high-dimensional algorithmic analysis with domain-agnostic, faceted visual analytics

Clarkson, E., Choo, J., Turgeson, J., Decuir, R. & Park, H., 2013 Jan 1, Proceedings of the ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics, IDEA 2013. Association for Computing Machinery, p. 36-44 9 p. (Proceedings of the ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics, IDEA 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

Heterogeneous data fusion via space alignment using nonmetric multidimensional scaling

Choo, J., Bohn, S., Nakamura, G. C., White, A. M. & Park, H., 2012 Dec 1, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. p. 177-188 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)
2010

Data ingestion and evidence marshalling in jigsaw - VAST 2010 mini challenge 1 award: Good support for data ingest

Liu, Z., Görg, C., Kihm, J., Lee, H., Choo, J., Park, H. & Stasko, J., 2010 Dec 1, VAST 10 - IEEE Conference on Visual Analytics Science and Technology 2010, Proceedings. p. 271-272 2 p. 5653042. (VAST 10 - IEEE Conference on Visual Analytics Science and Technology 2010, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

GeneTracer: Gene sequence analysis of disease mutations

Lee, H., Choo, J., Görg, C., Shim, J., Kihm, J., Liu, Z., Park, H. & Stasko, J., 2010 Dec 1, VAST 10 - IEEE Conference on Visual Analytics Science and Technology 2010, Proceedings. p. 291-292 2 p. 5651434. (VAST 10 - IEEE Conference on Visual Analytics Science and Technology 2010, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

iVisClassifier: An interactive visual analytics system for classification based on supervised dimension reduction

Choo, J., Lee, H., Kihm, J. & Park, H., 2010 Dec 1, VAST 10 - IEEE Conference on Visual Analytics Science and Technology 2010, Proceedings. p. 27-34 8 p. 5652443. (VAST 10 - IEEE Conference on Visual Analytics Science and Technology 2010, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

76 Citations (Scopus)
2009

Hierarchical linear discriminant analysis for beamforming

Choo, J., Drake, B. L. & Park, H., 2009 Dec 31, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 889-900 12 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Timeline analysis of undercover activities VAST 2009 Traffic Mini Challenge Award: Good analytical technique

Choo, J., Fujimoto, E., Lee, H. & Walteros, P. R., 2009 Dec 1, VAST 09 - IEEE Symposium on Visual Analytics Science and Technology, Proceedings. p. 245-246 2 p. 5334460. (VAST 09 - IEEE Symposium on Visual Analytics Science and Technology, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Two-stage framework for visualization of clustered high dimensional data

Choo, J., Bohn, S. & Park, H., 2009 Dec 1, VAST 09 - IEEE Symposium on Visual Analytics Science and Technology, Proceedings. p. 67-74 8 p. 5332629. (VAST 09 - IEEE Symposium on Visual Analytics Science and Technology, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

31 Citations (Scopus)
2008

Linear discriminant analysis for data with subcluster structure

Park, H., Choo, J., Drake, B. L. & Kang, J., 2008 Jan 1, 2008 19th International Conference on Pattern Recognition, ICPR 2008. Institute of Electrical and Electronics Engineers Inc., 4761084. (Proceedings - International Conference on Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)
2007

A comparison of unsupervised dimension reduction algorithms for classification

Choo, J., Kim, H., Park, H. & Zha, H., 2007 Dec 1, Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007. p. 71-77 7 p. 4413039. (Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution