Hwanjo Yu
- Unsupervised Attributed Multiplex Network Embedding
2019/11/15 by Chanyoung Park, Donghyun Kim, Park, Chanyoung +5 · 11 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Topic Modeling
- Bootstrapping User and Item Representations for One-Class Collaborative Filtering
2021/05/13 by Dongha Lee, SeongKu Kang, Lee, Dongha +7 · 4 citations
Business, Management and Accounting · Computer Science · #Customer churn and segmentation #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing #Recommender Systems and Techniques
- Distillation from Heterogeneous Models for Top-K Recommendation
2023/03/02 by SeongKu Kang, Wonbin Kweon, Kang, SeongKu +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and Data Classification #Recommender Systems and Techniques
- Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy
2024/03/07 by SeongKu Kang, Kang, SeongKu, Shivam Agarwal +9 · 4 citations
Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Taxonomy-guided Semantic Indexing for Academic Paper Search
2024/10/25 by SeongKu Kang, Kang, SeongKu, Yunyi Zhang +9 · 6 citations
Computer Science · #Semantic Web and Ontologies #Advanced Text Analysis Techniques #Topic Modeling
- Continual Collaborative Distillation for Recommender System
2024/05/29 by Gyuseok Lee, SeongKu Kang, Lee, Gyuseok +5 · 5 citations
Engineering · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Process Optimization and Integration
- Obtaining Calibrated Probabilities with Personalized Ranking Models
2021/12/09 by Wonbin Kweon, Kweon, Wonbin, SeongKu Kang +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning
2022/02/26 by Seonghyeon Lee, Lee, Seonghyeon, Dongha Lee +5 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering
2022/02/26 by SeongKu Kang, Dongha Lee, Kang, SeongKu +7 · 1 citation
Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Recommender Systems and Techniques
- Controlling Diversity at Inference: Guiding Diffusion Recommender Models with Targeted Category Preferences
2024/11/18 by Gengyue Han, Wonbin Kweon, Han, Gwangseok +5 · 2 citations
Business, Management and Accounting · Social Sciences · #Islamic Finance and Banking Studies #Names, Identity, and Discrimination Research
- Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
2022/10/18 by Dongha Lee, Lee, Dongha, Jiaming Shen +9 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Web Data Mining and Analysis
- Rectifying Demonstration Shortcut in In-Context Learning
2024/03/14 by Joonwon Jang, Sanghwan Jang, Jang, Joonwon +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models
2025/02/19 by Donggeon Lee, Hwanjo Yu, Lee, DongGeon +1 · 1 citation
Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data-Driven Disease Surveillance #FOS: Computer and information sciences
- How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code
2025/03/02 by Seonghyeon Lee, Lee, Seonghyeon, Heejae Chon +6 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling