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DE-RRD: A Knowledge Distillation Framework for Recommender System

Dec 08, 2020
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu


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Sparse Network Inversion for Key Instance Detection in Multiple Instance Learning

Sep 08, 2020
Beomjo Shin, Junsu Cho, Hwanjo Yu, Seungjin Choi

* 8 pages, 4 figures, in Proceedings of the 25th International Conference on Pattern Recognition (ICPR-2020) 

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Unsupervised Differentiable Multi-aspect Network Embedding

Jun 12, 2020
Chanyoung Park, Carl Yang, Qi Zhu, Donghyun Kim, Hwanjo Yu, Jiawei Han

* KDD 2020 (Research Track). 9 Pages + Appendix (2 Pages). Source code can be found https://github.com/pcy1302/asp2vec 

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BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network

Nov 26, 2019
Seonghyeon Lee, Chanyoung Park, Hwanjo Yu

* CIKM 2019 

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Unsupervised Attributed Multiplex Network Embedding

Nov 15, 2019
Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu

* AAAI 2020 

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Task-Guided Pair Embedding in Heterogeneous Network

Jun 10, 2019
Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu


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Collaborative Translational Metric Learning

Jun 04, 2019
Chanyoung Park, Donghyun Kim, Xing Xie, Hwanjo Yu

* ICDM 2018 Full Paper 

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Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems

Jul 27, 2018
Seonghan Ryu, Seokhwan Kim, Junhwi Choi, Hwanjo Yu, Gary Geunbae Lee

* Published in Pattern Recognition Letters, 88:26-32, 2017 

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Federated Tensor Factorization for Computational Phenotyping

Apr 11, 2017
Yejin Kim, Jimeng Sun, Hwanjo Yu, Xiaoqian Jiang


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Automatic Open Knowledge Acquisition via Long Short-Term Memory Networks with Feedback Negative Sampling

May 25, 2016
Byungsoo Kim, Hwanjo Yu, Gary Geunbae Lee


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