Choi, Jeongwhan
- GREAD: Graph Neural Reaction-Diffusion Networks
2022/11/25 by Jeongwhan Choi, Seo-Young Hong, Choi, Jeongwhan +5 · 17 citations
Computer Science · Materials Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Graph Neural Controlled Differential Equations for Traffic Forecasting
2021/12/07 by Jeongwhan Choi, Hwangyong Choi, Choi, Jeongwhan +5 · 7 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Traffic Prediction and Management Techniques
- An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention
2023/12/16 by Shin, Yehjin, Choi, Jeongwhan, Wi, Hyowon +1 · 11 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Blurring-Sharpening Process Models for Collaborative Filtering
2022/11/17 by Choi, Jeongwhan, Hong, Seoyoung, Park, Noseong +1 · 6 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Climate Modeling with Neural Diffusion Equations
2021/11/11 by JeeHyun Hwang, Jeongwhan Choi, Hwang, Jeehyun +9 · 3 citations
Computer Science · Environmental Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
2024/06/06 by Choi, Jeongwhan, Park, Sumin, Wi, Hyowon +2 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
2023/12/19 by Youn-Yeol Yu, Yu, Youn-Yeol, Jeongwhan Choi +21 · 4 citations
Engineering · #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Robot Manipulation and Learning #Robotic Locomotion and Control #and Science (cs.CE)
- Linear, or Non-Linear, That is the Question!
2021/11/14 by Taeyong Kong, Kong, Taeyong, Taeri Kim +11 · 2 citations
Computer Science · #Recommender Systems and Techniques #Caching and Content Delivery #Advanced Graph Neural Networks
- SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation
2024/05/01 by Chaejeong Lee, Lee, Chaejeong, Jeongwhan Choi +7 · 3 citations
Computer Science · #Recommender Systems and Techniques #Data Stream Mining Techniques
- Graph Convolutions Enrich the Self-Attention in Transformers!
2023/12/07 by Jeongwhan Choi, Choi, Jeongwhan, Hyowon Wi +10 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Sentiment Analysis and Opinion Mining
- LT-OCF: Learnable-Time ODE-based Collaborative Filtering
2021/08/08 by Jeongwhan Choi, Choi, Jeongwhan, Jinsung Jeon +3 · 2 citations
Computer Science · #Recommender Systems and Techniques #Data Stream Mining Techniques #Music and Audio Processing
- Time Series Forecasting with Hypernetworks Generating Parameters in Advance
2022/11/22 by Lee, Jaehoon, Kim, Chan, Lee, Gyumin +6 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Graph Neural Rough Differential Equations for Traffic Forecasting
2023/03/20 by Jeongwhan Choi, Choi, Jeongwhan, Noseong Park +1 · 1 citation
Computer Science · #Rough Sets and Fuzzy Logic #Image Processing and 3D Reconstruction #Statistical and Computational Modeling
- SVD-AE: Simple Autoencoders for Collaborative Filtering
2024/05/08 by Hong, Seoyoung, Choi, Jeongwhan, Lee, Yeon-Chang +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations
2023/11/08 by Lim, Seonkyu, Park, Jaehyeon, Kim, Seojin +5 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- PIORF: Physics-Informed Ollivier-Ricci Flow for Long-Range Interactions in Mesh Graph Neural Networks
2025/04/05 by Yu, Youn-Yeol, Choi, Jeongwhan, Park, Jaehyeon +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation
2023/12/27 by Jeongwhan Choi, Choi, Jeongwhan, Hyowon Wi +9 · 1 citation
Computer Science · Psychology · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Mental Health via Writing #Recommender Systems and Techniques
- Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain
2025/05/13 by Wi, Hyowon, Choi, Jeongwhan, Park, Noseong · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Possibility for Proactive Anomaly Detection
2025/04/15 by Jinsung Jeon, Jeon, Jinsung, Jae-hyeon Park +8 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software System Performance and Reliability #Time Series Analysis and Forecasting