Park, Chanyoung
- Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System
2024/04/17 by Sein Kim, Hongseok Kang, Kim, Sein +9 · 18 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Unsupervised Attributed Multiplex Network Embedding
2019/11/15 by Chanyoung Park, Donghyun Kim, Park, Chanyoung +5 · 8 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Topic Modeling
- Augmentation-Free Self-Supervised Learning on Graphs
2021/12/05 by Lee, Namkyeong, Lee, Junseok, Park, Chanyoung · 8 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Multi-Fidelity Surrogate Based on Single Linear Regression
2017/05/08 by Yiming Zhang, Nam‐Ho Kim, Zhang, Yiming +5 · 3 citations
Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Data Analysis #FOS: Physical sciences #Optimal Experimental Design Methods #Probabilistic and Robust Engineering Design #Statistics and Probability (physics.data-an)
- AHP: Learning to Negative Sample for Hyperedge Prediction
2022/04/13 by Hwang, Hyunjin, Lee, Seungwoo, Park, Chanyoung +1 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Interpretable Prototype-based Graph Information Bottleneck
2023/10/30 by Sungwon Kim, Seo, Sangwoo, Kim, Sungwon +2 · 4 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- RAG-Enhanced Collaborative LLM Agents for Drug Discovery
2025/02/22 by Namkyeong Lee, Edward De Brouwer, Lee, Namkyeong +9 · 9 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Medicine · #Analytical Chemistry and Chromatography #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Monoclonal and Polyclonal Antibodies Research #Protein purification and stability
- Heterogeneous Graph Learning for Multi-modal Medical Data Analysis
2022/11/28 by Kim, Sein, Lee, Namkyeong, Lee, Junseok +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation
2023/08/03 by Soohyun Park, Jae Pyoung Kim, Park, Soohyun +7 · 4 citations
Computer Science · Neuroscience · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Neural Networks and Reservoir Computing #Neural dynamics and brain function #stochastic dynamics and bifurcation
- Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
2024/09/04 by Yeonjun In, In, Yeonjun, Sungchul Kim +11 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?
2025/02/19 by Sein Kim, Kim, Sein, Kang, Hongseok +14 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Topic Modeling
- Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility
2023/06/07 by Chanyoung Park, Gyu Seon Kim, Park, Chanyoung +7 · 2 citations
Economics, Econometrics and Finance · Engineering · #Air Traffic Management and Optimization #Aviation Industry Analysis and Trends #FOS: Computer and information sciences #FOS: Electrical engineering #Multiagent Systems (cs.MA) #Systems and Control (eess.SY) #Transportation and Mobility Innovations #electronic engineering #information engineering
- Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
2025/05/18 by Md Mehrab Tanjim, Yeonjun In, Tanjim, Md Mehrab +19 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models
2025/02/20 by Yeonjun In, In, Yeonjun, Wonjoong Kim +13 · 5 citations
Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge
2024/10/28 by Heewoong Noh, Noh, Heewoong, Namkyeong Lee +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Conditional Graph Information Bottleneck for Molecular Relational Learning
2023/04/29 by Namkyeong Lee, Lee, Namkyeong, Dongmin Hyun +9 · 2 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Molecular Networks (q-bio.MN)
- Shift-Robust Molecular Relational Learning with Causal Substructure
2023/05/29 by Lee, Namkyeong, Yoon, Kanghoon, Na, Gyoung S. +2 · 2 citations
#Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Molecular Networks (q-bio.MN)
- Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization
2022/12/21 by Hyun, Dongmin, Wang, Xiting, Park, Chanyoung +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Unbiased Heterogeneous Scene Graph Generation with Relation-aware Message Passing Neural Network
2022/12/01 by Yoon, Kanghoon, Kim, Kibum, Moon, Jinyoung +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications
2022/12/23 by Chanyoung Park, Haemin Lee, Park, Chanyoung +7 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotics (cs.RO) #UAV Applications and Optimization #Video Surveillance and Tracking Methods
- Predicting Density of States via Multi-modal Transformer
2023/03/13 by Lee, Namkyeong, Noh, Heewoong, Kim, Sungwon +3 · 1 citation
#Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- Handover Protocol Learning for LEO Satellite Networks: Access Delay and Collision Minimization
2023/10/31 by Ju-Hyung Lee, Lee, Ju-Hyung, Chanyoung Park +5 · 1 citation
Engineering · #Satellite Communication Systems
- Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network
2024/07/25 by Yun, Sukwon, Peng, Jie, Trevino, Alexandro E. +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Compositional Representation of Polymorphic Crystalline Materials
2023/11/17 by Namkyeong Lee, Lee, Namkyeong, Heewoong Noh +10 · 1 citation
Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Geochemistry and Geologic Mapping #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Self-Explainable Temporal Graph Networks based on Graph Information Bottleneck
2024/06/19 by Seo, Sangwoo, Kim, Sungwon, Jung, Jihyeong +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adaptive Self-training Framework for Fine-grained Scene Graph Generation
2024/01/18 by Kibum Kim, Kanghoon Yoon, Kim, Kibum +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra
2025/08/22 by Noh, Heewoong, Lee, Namkyeong, Na, Gyoung S. +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Similarity Preserving Adversarial Graph Contrastive Learning
2023/06/24 by Yeonjun In, Kanghoon Yoon, In, Yeonjun +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios
2025/04/23 by Jiwan Kim, Kim, Jiwan, Hongseok Kang +7 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making
2025/05/26 by Yejin Son, Son, Yejin, Kim, Minseo +10 · 2 citations
Health Professions · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Occupational Health and Safety Research #Quality and Safety in Healthcare