Donghyun Kim

According to our database, Donghyun Kim authored at least 17 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Click-aware purchase prediction with push at the top.

Chanyoung Park, Donghyun Kim, Min-Chul Yang, Jung-Tae Lee, Hwanjo Yu

Inf. Sci., 2020

Unsupervised Differentiable Multi-aspect Network Embedding.

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

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Unsupervised Attributed Multiplex Network Embedding.

Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

An encoder-decoder switch network for purchase prediction.

Chanyoung Park, Donghyun Kim, Hwanjo Yu

Knowl. Based Syst., 2019

Domain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior.

Donghyun Kim, Sungchul Kim, Handong Zhao, Sheng Li, Ryan A. Rossi, Eunyee Koh

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Task-Guided Pair Embedding in Heterogeneous Network.

Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Visualizing Uncertainty and Alternatives in Event Sequence Predictions.

Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

DILOF: Effective and Memory Efficient Local Outlier Detection in Data Streams.

Gyoung S. Na, Donghyun Kim, Hwanjo Yu

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Collaborative Translational Metric Learning.

Chanyoung Park, Donghyun Kim, Xing Xie, Hwanjo Yu

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Deep hybrid recommender systems via exploiting document context and statistics of items.

Donghyun Kim, Chanyoung Park, Jinoh Oh, Hwanjo Yu

Inf. Sci., 2017

Your Click Knows It: Predicting User Purchase through Improved User-Item Pairwise Relationship.

Chanyoung Park, Donghyun Kim, Min-Chul Yang, Jung-Tae Lee, Hwanjo Yu

CoRR, 2017

Do "Also-Viewed" Products Help User Rating Prediction?

Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu

Proceedings of the 26th International Conference on World Wide Web, 2017

2016

Improving top-K recommendation with truster and trustee relationship in user trust network.

Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu

Inf. Sci., 2016

TRecSo: Enhancing Top-k Recommendation With Social Information.

Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu

Proceedings of the 25th International Conference on World Wide Web, 2016

Convolutional Matrix Factorization for Document Context-Aware Recommendation.

Donghyun Kim, Chanyoung Park, Jinoh Oh, Sungyoung Lee, Hwanjo Yu

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

2015

Predicting User Purchase in E-commerce by Comprehensive Feature Engineering and Decision Boundary Focused Under-Sampling.

Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu

Proceedings of the 2015 International ACM Recommender Systems Challenge, 2015

Discovery of Prostate Specific Antigen Pattern to Predict Castration Resistant Prostate Cancer of Androgen Deprivation Therapy.

Yejin Kim, Yong Hyun Park, Ji Youl Lee, In Young Choi, Donghyun Kim, Hwanjo Yu

Proceedings of the ACM Ninth International Workshop on Data and Text Mining in Biomedical Informatics, 2015