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Publication
International Journal
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Improving Scientific Document Retrieval with Academic Concept Index
null
null
2026
BPL: Bias-Adaptive Preference Distillation Learning For recommender System
SeongKu Kang ,
Wonbin Kweon ,
Dongha Lee ,
Jianxun Lian ,
Xing Xie ,
Hwanjo Yu
IEEE Transactions on Knowledge and Data Engineering
2025
Unbiased, Effective, and Efficient Distillation from Heterogeneous Models for Recommender Systems
SeongKu Kang ,
Wonbin Kweon ,
Dongha Lee ,
Jianxun Lian ,
Xing Xie ,
Hwanjo Yu
ACM Transactions on Recommender Systems
2022
Mitigating viewpoint sensitivity of self-supervised one-class
classifiers
Hyunjun Ju ,
Dongha Lee ,
SeongKu Kang ,
Hwanjo Yu
Information Sciences
Personalized Knowledge Distillation for Recommender System
SeongKu Kang ,
Dongha Lee ,
Wonbin Kweon ,
Hwanjo Yu
Knowledge-Based Systems (SCI)
2021
Item-side Ranking Regularized Distillation for Recommender System
SeongKu Kang ,
Junyoung Hwang ,
Wonbin Kweon ,
Hwanjo Yu
Information Sciences
Diagnosis prediction of tumours of unknown origin using ImmunoGenius, a machine learning-based expert system for immunohistochemistry profile interpretation
Yosep Chong ,
Nishant Thakur ,
Ji Young Lee ,
Gyoyeon Hwang ,
Myungjin Choi ,
Yejin Kim ,
Hwanjo Yu ,
Mee Yon Cho
DIAGNOSTIC PATHOLOGY
2020
Learning to Utilize Auxiliary Reviews for Recommendation
Dongmin Hyun ,
Chanyoung Park ,
Junsu Cho ,
Hwanjo Yu
Information Sciences
Generating Sequential Electronic Health Records using Dual Adversarial Autoencoder
Dongha Lee ,
Hwanjo Yu ,
Xiaoqian Jiang ,
Deevakar Rogith ,
Meghana Gudala ,
Mubeen Tejani ,
Qiuichen Zhang ,
Li Xiong
Journal of the American Medical Informatics Association
Harmonized Representation Learning on Dynamic EHR Graphs
Dongha Lee ,
Xiaoqian Jiang ,
Hwanjo Yu
Journal of Biomedical Informatics
PUMAD: PU Metric Learning for Anomaly Detection
Hyunjun Ju ,
Dongha Lee ,
Junyoung Hwang ,
Junghyun Namkung ,
Hwanjo Yu
Information Sciences
Deep Multiplex Graph Infomax: Attentive Multiplex Network Embedding using Global Information
Chanyoung Park ,
Jiawei Han ,
Hwanjo Yu
Knowledge-Based Systems (SCI)
Click-aware Purchase Prediction with Push at the Top
Chanyoung Park ,
Donghyun Kim ,
Min-Chul Yang ,
Jung-Tae Lee ,
Hwanjo Yu
Information Sciences
Input Initialization for Inversion of Neural Networks Using k-Nearest Neighbor Approach
Seongbo Jang ,
Ye-Eun Jang ,
Young-Jin Kim ,
Hwanjo Yu
Information Sciences
Scalable Disk-Based Topic Modeling for Memory Limited Devices
Byungju Kim ,
Dongha Lee ,
Jinoh Oh ,
Hwanjo Yu
Information Sciences
Fast and Memory-Efficient Algorithms for High-Order Tucker Decomposition
Jiyuan Zhang ,
Jinoh Oh ,
Kijung Shin ,
Evangelos E. Papalexakis ,
Christos Faloutsos ,
Hwanjo Yu
Knowledge and Information Systems (KAIS)
OCAM: Out-of-core Coordinate Descent Algorithm for Matrix Completion
Dongha Lee ,
Jinoh Oh ,
Hwanjo Yu
Information Sciences
2019
Adversarial Approach to Domain Adaptation for Reinforcement Learning on Dialog Systems
Hwanjo Yu ,
Gary Geunbae Lee
Pattern Recognition Letters
An Encoder-Decoder Switch Network for Purchase Prediction
Chanyoung Park ,
Donghyun Kim ,
Hwanjo Yu
Knowledge-Based Systems (SCI)
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
2018
Phenotyping of Korean patients with better-than-expected efficacy of moderate-intensity statins using tensor factorization
Jingyun Choi ,
Yejin Kim ,
Hun-Sung Kim ,
In Young Choi ,
Hwanjo Yu
PLOS ONE
2017
Deep Hybrid Recommender Systems via Exploiting Document Context and Statistics of Items
Donghyun Kim ,
Chanyoung Park ,
Jinoh Oh ,
Hwanjo Yu
Information Sciences
Scalable and Parallelizable Influence Maximization with Random Walk Ranking and Rank Merge Pruning
Seungkeol Kim ,
Dongeun Kim ,
Jinoh Oh ,
Jeong-Hyon Hwang ,
Wook-Shin Han ,
Wei Chen ,
Hwanjo Yu
Information Sciences
RecTime: Real-Time Recommender System for Online Broadcasting
Yoojin Park ,
Jinoh Oh ,
Hwanjo Yu
Information Sciences
Influence maximization based on reachability sketches in dynamic graphs
Dongeun Kim ,
Dongmin Hyeon ,
Jinoh Oh ,
Wook-Shin Han ,
Hwanjo Yu
Information Sciences
Smartphone dependence classification using tensor factorization
Mi Jung Rho ,
Yejin Kim ,
In Hye Yook ,
Hwanjo Yu ,
Dai-Jin Kim ,
In Young Choi
Plos One
Discriminative and distinct phenotyping by constrained tensor factorization
Yejin Kim ,
Robert El-Kareh ,
Jimeng Sun ,
Hwanjo Yu ,
Xiaoqian Jiang
Scientific Reports
Neural sentence embedding using only in-domain sentences for out-of-domain sentence detection in dialog systems
Seonghan Ryu ,
Seokhwan Kim ,
Junhwi Choi ,
Hwanjo Yu ,
Gary Geunbae Lee
Pattern Recognition Letters
2016
Is lymphovascular invasion a powerful predictor for biochemical recurrence in pT3 N0 prostate cancer?: Results from the K-CaP database
Yejin Kim ,
Hwanjo Yu ,
Inyoung Choi ,
Seok-Soo Byun ,
Cheol Kwak ,
Byung Ha Chung ,
Hyun Moo Lee ,
Choung Soo Kim
Scientific Reports
Personality Factors Predicting Smartphone Addiction Predisposition: Behavioral Inhibition and Activation Systems, Impulsivity, and Self-control
Jo-Eun Jeong ,
Hyun Cho
,
Dong-Jin Jung ,
Minjung Kwak ,
Mi Jung Rho ,
Hwanjo Yu ,
Dai-Jin Kim ,
In Young Choi
Plos One
GeoVideoIndex: Indexing for georeferenced videos
Dongha Lee ,
Jinoh Oh ,
Woong-Kee Loh ,
Hwanjo Yu
Information Sciences
Improving top-K recommendation with truster and trustee relationship in user trust network
Chanyoung Park ,
Donghyun Kim ,
Jinoh Oh ,
Hwanjo Yu
Information Sciences
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 ,
Hwanjo Yu
BMC Medical Informatics and Decision Making (SCI-E)
Spoiler detection in TV program tweets
Sungho Jeon ,
Sungchul Kim ,
Hwanjo Yu
Information Sciences
2015
Fast Density-based Clustering through Dataset Partition Using Graphics Processing Units
WK Loh ,
H Yu
Information Sciences
A Mutation Profile for Top-k Patient Search Exploiting Gene-Ontology and Orthogonal Non-negative Matrix Factorization
Sungchul Kim ,
Lee Sael and Hwanjo Yu
Bioinformatics
LMDS-based Approach for Efficient Top-k Local Ligand-Binding Site Search
Sungchul Kim ,
Lee Sael and Hwanjo Yu
IJDMB(SCI-E)
Developing a hybrid dictionary-based bio-entity recognition technique
Min Song ,
Hwanjo Yu ,
Wook-Shin Han
BMC Medical Informatics and Decision Making (SCI-E)
2014
When to recommend: A new issue on TV show recommendation
J. Oh ,
S. Kim ,
J. Kim ,
H Yu
Information Sciences (SCI)
Advertiser-Centric Approach to Understand User Click Behavior in Sponsored Search
S Kim ,
T Qin ,
TY Liu ,
H Yu
Information Sciences (SCI)
CT-IC: Continuously activated and Time-restricted Independent Cascade Model for Viral Marketing
J Kim ,
W Lee ,
H Yu
Knowledge-Based Systems (SCI)
GeoTree: Using Spatial Information for Georeferenced Video Search
Y Kim ,
J Kim ,
H Yu
Knowledge-Based Systems (SCI)
Leveraging Spatial Join for Robust Tuple Extraction from Web Pages
Wook-Shin Han ,
Wooseong Kwak ,
Hwanjo Yu ,
Jeong-Hoon Lee ,
Min-Soo Kim
Information Sciences
iKernel: Exact Indexing for Support Vector Machines
Youngdae Kim ,
Ilhwan Ko ,
Wook-Shin Han ,
Hwanjo Yu
Information Sciences
Processing Time-Dependent Shortest Path Queries Without Pre-computed Speed Information on Road Networks
Jinha Kim ,
Wook-Shin Han ,
Jinoh Oh ,
Sungchul Kim ,
Hwanjo Yu
Information Sciences
2013
Efficient protein structure search using indexing methods
Sungchul Kim ,
Lee Sael and Hwanjo Yu
BMC Medical Informatics and Decision Making
Efficient semantic network construction with application to PubMed search
Jinoh Oh ,
Taehoon Kim ,
Sun Park ,
Hwanjo Yu ,
Young Ho Lee
Knowledge based Systems
2012
An Efficient Method for Learning Nonlinear Ranking SVM Functions
H Yu ,
J Kim ,
Y Kim ,
S Hwang ,
YH Lee
Information Science
2011
Combining Active Learning and Semi-Supervised Learning Techniques to Extract Protein Interaction Sentences
Min Song ,
Hwanjo Yu ,
Wook-Shin Han
BMC Bioinformatics
Processing SPARQL queries with regular expressions in RDF databases
Jinsoo Lee ,
Minh-Duc Pham ,
Jihwan Lee ,
Wook-Shin han ,
Hune Cho ,
Hwanjo Yu ,
Jeong-Hoon Lee
BMC BIoinformatics, Springer, 12
Selective sampling techniques for feedback-based data retrieval
Hwanjo Yu
Data Mining and Knowledge Discovery
Hessian Matrix Distribution for Bayesian Policy Gradient Reinforcement Learning
Ngo Anh Vien ,
Hwanjo Yu ,
TaeChoong Chung
Information Science
2010
Enabling Multi-Level Relevance Feedback on PubMed by Integrating Rank Learning into DBMS
Hwanjo Yu ,
Taehoon Kim ,
Jinoh Oh ,
Ilhwan Ko ,
Sungchul Kim ,
Wook-Shin Han
BMC Bioinformatics
2009
RV-SVM: An Efficient Method for Learning Ranking SVM
Hwanjo Yu ,
Youngdae Kim ,
Seungwon Hwang
Lecture Notes in Computer Science (LNCS)
2008
Supporting Personalized Ranking over Categorical Attributes
Gae-won You ,
Seung-won Hwang ,
Hwanjo Yu
Information Science
Nonlinear Support Vector Machine Visualization for Risk Factor Analysis using Nomograms and Localized Radial Basis Function Kernels
Baek Hwan Cho ,
Hwanjo Yu ,
Jongshill Lee ,
Young Joon Chee ,
In Young Kim ,
Sun I. Kim
IEEE Transactions on Information Technology in Biomedicine
Privacy-Preserving SVM Classification
Jaideep Vaidya ,
Hwanjo Yu ,
Xiaoqian Jiang
Knowledge and Information Systems
Application of irregular and unbalanced data to predict diabetic nephropathy using visualization and feature selection methods
Baek Hwan Cho ,
Hwanjo Yu ,
Kwang-Won Kim ,
Tae Hyun Kim ,
In Young Kim ,
Sun I. Kim
Artificial Intelligence in Medicine
2007
Enabling Soft Queries for Data Retrieval
Hwanjo Yu ,
Seung-won Hwang ,
Kevin Chen-Chuan Chang
Information Systems
2006
Computer-aided Classification of Interstitial Lung Disease via MDCT: 3D Adaptive Multiple Feature Method (3D AMFM)
Ye Xu ,
Edwin J.R. van Beek ,
Yu Hwanjo ,
Junfeng Guo ,
Geoffrey McLennan ,
Eric A. Hoffman
Academic Radiology
Privacy-Preserving SVM Classification on Vertically Partitioned Data
Hwanjo Yu ,
Jaideep Vaidya ,
Xiaoqian Jiang
Advances in Knowledge Discovery and Data Mining
2005
Single-Class Classification with Mapping Convergence
Hwanjo Yu
Machine Learning
Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing
Hwanjo Yu ,
Jiong Yang ,
Jiawei Han ,
Xiaolei Li
Data Mining and Knowledge Discovery
2004
PEBL: Web Page Classification without Negative Examples
Hwanjo Yu ,
Jiawei Han ,
Kevin Chen-Chuan Chang
IEEE Transactions on Knowledge and Data Engineering
