2022

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Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge
Hyunsik Jeon | Jongjin Kim | Hoyoung Yoon | Jaeri Lee | U Kang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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Model-Agnostic Augmentation for Accurate Graph Classification
Jaemin Yoo | Sooyeon Shim | U Kang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

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MiDaS: Representative Sampling from Real-world Hypergraphs
Minyoung Choe | Jaemin Yoo | Geon Lee | Woonsung Baek | U Kang | Kijung Shin
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Accurate relational reasoning in edge-labeled graphs by multi-labeled random walk with restart
Jinhong Jung | Woojeong Jin | Ha-Myung Park | U Kang
2021 Volume 24 Issue 4

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Accurate Online Tensor Factorization for Temporal Tensor Streams with Missing Values
Dawon Ahn | Seyun Kim | U Kang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Sampling Subgraphs with Guaranteed Treewidth for Accurate and Efficient Graphical Inference
Jaemin Yoo | U Kang | Mauro Scanagatta | Giorgio Corani | Marco Zaffalon
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Gtensor: Fast and Accurate Tensor Analysis System using GPUs
Dawon Ahn | Sangjun Son | U Kang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2018

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Fast and Scalable Distributed Loopy Belief Propagation on Real-World Graphs
Saehan Jo | Jaemin Yoo | U Kang
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

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Zoom-SVD: Fast and Memory Efficient Method for Extracting Key Patterns in an Arbitrary Time Range
Jun-Gi Jang | Dongjin Choi | Jinhong Jung | U Kang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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SIDE: Representation Learning in Signed Directed Networks
Junghwan Kim | Haekyu Park | Ji-Eun Lee | U Kang
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

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Fast and Accurate Random Walk with Restart on Dynamic Graphs with Guarantees
Minji Yoon | Woojeong Jin | U Kang
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

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MTP: discovering high quality partitions in real world graphs
Yongsub Lim | Won-Jo Lee | Ho-Jin Choi | U Kang
2017 Volume 20 Issue 3

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A New Question Answering Approach with Conceptual Graphs
Kyung-Min Kim | Jinhong Jung | Jihee Ryu | Ha-Myung Park | Joseph P. Joohee | Seokwoo Jeong | U Kang | Sung-Hyon Myaeng
COnférence en Recherche d'Informations et Applications - CORIA 2017, 14th French Information Retrieval Conference, Marseille, France, March 29-31, 2017. Proceedings

2016

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BIGtensor: Mining Billion-Scale Tensor Made Easy
Namyong Park | Byungsoo Jeon | Jungwoo Lee | U Kang
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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PIN-TRUST: Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information
Min-Hee Jang | Christos Faloutsos | Sang-Wook Kim | U Kang | Jiwoon Ha
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2014

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Big graph mining for the web and social media: algorithms, anomaly detection, and applications
U Kang | Leman Akoglu | Duen Horng Chau
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

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MapReduce Triangle Enumeration With Guarantees
Ha-Myung Park | Francesco Silvestri | U Kang | Rasmus Pagh
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Data/Feature Distributed Stochastic Coordinate Descent for Logistic Regression
Dongyeop Kang | Woosang Lim | Kijung Shin | Lee Sael | U Kang
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Fast, Accurate, and Space-efficient Tracking of Time-weighted Frequent Items from Data Streams
Yongsub Lim | Jihoon Choi | U Kang
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Link prediction based on generalized cluster information
Jungeun Kim | Minsoo Choy | Daehoon Kim | U Kang
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

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Fast anomaly detection despite the duplicates
Jay Yoon Lee | U Kang | Danai Koutra | Christos Faloutsos
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume