Publications

Conference

Task-Guided Pair Embedding in Heterogeneous Network
Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu 
CIKM 2019 - ACM International Conference on Information and Knowledge Management (Acceptance Rate: 19.4%)

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BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network
Seonghyun Lee, Chanyoung Park, Hwanjo Yu 
CIKM 2019 - ACM International Conference on Information and Knowledge Management (Acceptance Rate: 19.4%)

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Action Space Learning for Heterogeneous User Behavior Prediction
Dongha Lee, Chanyoung Park, Hyunjun Ju, Junyoung Hwang, Hwanjo Yu 
IJCAI 2019 - International Joint Conference on Artificial Intelligence (Acceptance Rate: 17.9%)

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Sequential and Diverse Recommendation with Long Tail
Yejin Kim, Kwangseob Kim, Chanyoung Park, Hwanjo Yu 
IJCAI 2019 - International Joint Conference on Artificial Intelligence (Acceptance Rate: 17.9%)

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Collaborative Translational Metric Learning
Chanyoung Park, Donghyun Kim, Xing Xie, Hwanjo Yu 
ICDM 2018 - The IEEE International Conference on Data Mining (Acceptance Rate: 8.86%)

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Review Sentiment-Guided Scalable Deep Recommender System
Dongmin Hyun, Chanyoung Park, Min-Chul Yang, Ilhyeon Song, Jung-Tae Lee, Hwanjo Yu 
SIGIR 2018 - The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (short paper)

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Do "Also-Viewed" Products Help User Rating Prediction?
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu 
WWW 2017 - 26th International World-Wide Web Conference (Acceptance Rate: 17%)

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Convolutional Matrix Factorization for Document Context-Aware Recommendation
Donghyun Kim, Chanyoung Park, Jinoh Oh, Seungyong Lee, Hwanjo Yu  
RecSys 2016 - ACM International Conference on Recommender System (Acceptance Rate: 18.2%)

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TRecSo: Enhancing Top-k Recommendation With Social Information
Chanyoung Park, Donghyun Kim, Jinoh, Hwanjo Yu 
WWW 2016 - 25th International World-Wide Web Conference (Poster)

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Predicting User Purchase in E-commerce by Comprehensive Feature Engineering and Decision Boundary Focused Under-Sampling
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu 
RecSysChallenge 2015 - ACM Recommender Systems Challenge (10th place, top 1.1%)

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Journal

An Encoder-Decoder Switch Network for Purchase Prediction
Chanyoung Park, Donghyun Kim, Hwanjo Yu 
Knowledge-Based Systems (Accepted) (SCI) (IF. 5.101)

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Target-Aware Convolutional Neural Network for Target-Level Sentiment Analysis
Dongmin Hyun, Chanyoung Park, Min-Chul Yang, Ilhyeon Song, Jung-Tae Lee, Hwanjo Yu 
Information Sciences (2019. 4) (SCI) (IF. 4.832)

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Deep Hybrid Recommender Systems via Exploiting Document Context and Statistics of Items
Donghyun Kim, Chanyoung Park, Jinoh Oh, Hwanjo Yu 
Information Sciences (2017. 6) (SCI) (IF. 4.832)

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Improving top-K recommendation with truster and trustee relationship in user trust network
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu 
Information Sciences (2016. 12) (SCI) (IF. 4.832)

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Work Experience

  • Postdoctoral Research Associate.  University of Illinois at Urbana-Champaign
    Jan, 2019 - Present​
  • Research Intern.  Microsoft Research, Beijing, China (Advisor: Xing Xie)
    Sep, 2017 - Dec, 2017​
  • Research Intern.  NAVER, South Korea
    March, 2017 - June, 2017

Awards

Contact

© 2019 Chanyoung Park. Last Update: 01/30/2019