Donghyun Kim

27 papers A* 8A 3Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?
KDD (2)
Sein Kim, Hongseok Kang, Kibum Kim, Jiwan Kim, Donghyun Kim, Minchul Yang, Kwangjin Oh, Julian J. McAuley, Chanyoung Park
2024 A* conf
Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System.
KDD
Sein Kim, Hongseok Kang, Seungyoon Choi, Donghyun Kim, Min-Chul Yang, Chanyoung Park
2024 J jnl
Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System.
CoRR
Sein Kim, Hongseok Kang, Seungyoon Choi, Donghyun Kim, Min-Chul Yang, Chanyoung Park
2023 A* conf
Task Relation-aware Continual User Representation Learning.
KDD
Sein Kim, Namkyeong Lee, Donghyun Kim, Min-Chul Yang, Chanyoung Park
2023 J jnl
Task Relation-aware Continual User Representation Learning.
CoRR
Sein Kim, Namkyeong Lee, Donghyun Kim, Min-Chul Yang, Chanyoung Park
2020 J jnl
Click-aware purchase prediction with push at the top.
Inf. Sci.
Chanyoung Park, Donghyun Kim, Min-Chul Yang, Jung-Tae Lee, Hwanjo Yu
2020 A* conf
Unsupervised Attributed Multiplex Network Embedding.
AAAI
Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu
2020 A* conf
Unsupervised Differentiable Multi-aspect Network Embedding.
KDD
Chanyoung Park, Carl Yang, Qi Zhu, Donghyun Kim, Hwanjo Yu, Jiawei Han
2020 J jnl
Unsupervised Differentiable Multi-aspect Network Embedding.
CoRR
Chanyoung Park, Carl Yang, Qi Zhu, Donghyun Kim, Hwanjo Yu, Jiawei Han
2019 J jnl
An encoder-decoder switch network for purchase prediction.
Knowl. Based Syst.
Chanyoung Park, Donghyun Kim, Hwanjo Yu
2019 J jnl
Collaborative Translational Metric Learning.
CoRR
Chanyoung Park, Donghyun Kim, Xing Xie, Hwanjo Yu
2019 A conf
Domain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior.
WSDM
Donghyun Kim, Sungchul Kim, Handong Zhao, Sheng Li, Ryan A. Rossi, Eunyee Koh
2019 J jnl
Optimizing the Multistage University Admission Decision Process.
INFORMS J. Appl. Anal.
Donghyun Kim, Namyong Kim, Junoh Cho, Hayong Shin
2019 A conf
Task-Guided Pair Embedding in Heterogeneous Network.
CIKM
Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu
2019 J jnl
Task-Guided Pair Embedding in Heterogeneous Network.
CoRR
Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu
2019 J jnl
Unsupervised Attributed Multiplex Network Embedding.
CoRR
Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu
2019 A* conf
Visualizing Uncertainty and Alternatives in Event Sequence Predictions.
CHI
Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao
2018 A* conf
Collaborative Translational Metric Learning.
ICDM
Chanyoung Park, Donghyun Kim, Xing Xie, Hwanjo Yu
2018 A* conf
DILOF: Effective and Memory Efficient Local Outlier Detection in Data Streams.
KDD
Gyoung S. Na, Donghyun Kim, Hwanjo Yu
2017 J jnl
Deep hybrid recommender systems via exploiting document context and statistics of items.
Inf. Sci.
Donghyun Kim, Chanyoung Park, Jinoh Oh, Hwanjo Yu
2017 A* conf
Do "Also-Viewed" Products Help User Rating Prediction?
WWW
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu
2017 J jnl
Your Click Knows It: Predicting User Purchase through Improved User-Item Pairwise Relationship.
CoRR
Chanyoung Park, Donghyun Kim, Min-Chul Yang, Jung-Tae Lee, Hwanjo Yu
2016 A conf
Convolutional Matrix Factorization for Document Context-Aware Recommendation.
RecSys
Donghyun Kim, Chanyoung Park, Jinoh Oh, Sungyoung Lee, Hwanjo Yu
2016 J jnl
Improving top-K recommendation with truster and trustee relationship in user trust network.
Inf. Sci.
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu
2016 — conf
TRecSo: Enhancing Top-k Recommendation With Social Information.
WWW (Companion Volume)
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu
2015 — conf
Discovery of Prostate Specific Antigen Pattern to Predict Castration Resistant Prostate Cancer of Androgen Deprivation Therapy.
DTMBIO@CIKM
Yejin Kim, Yong Hyun Park, Ji Youl Lee, In Young Choi, Donghyun Kim, Hwanjo Yu
2015 — conf
Predicting User Purchase in E-commerce by Comprehensive Feature Engineering and Decision Boundary Focused Under-Sampling.
RecSys Challenge
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu