Jinsung Jeon

1. GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
   2022/10/05 by Jinsung Jeon, Jeonghak Kim, Jeon, Jinsung +7 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
2. Generating Long Semantic IDs in Parallel for Recommendation
   2025/06/06 by Yupeng Hou, Jiacheng Li, Hou, Yupeng +15 · 15 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
3. EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting
   2022/04/19 by Sheo Yon Jhin, Jhin, Sheo Yon, Jaehoon Lee +13 · 4 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Time Series Analysis and Forecasting
4. LightMove: A Lightweight Next-POI Recommendation for Taxicab Rooftop Advertising
   2021/08/11 by Jinsung Jeon, Soyoung Kang, Jeon, Jinsung +11 · 2 citations
   Computer Science · Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Recommender Systems and Techniques #Transportation and Mobility Innovations
5. Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis
   2022/02/08 by Jaehoon Lee, Jihyeon Hyeong, Lee, Jaehoon +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Digital and Cyber Forensics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
6. Linear, or Non-Linear, That is the Question!
   2021/11/14 by Taeyong Kong, Taeri Kim, Kong, Taeyong +11 · 2 citations
   Computer Science · #Recommender Systems and Techniques #Caching and Content Delivery #Advanced Graph Neural Networks
7. LT-OCF: Learnable-Time ODE-based Collaborative Filtering
   2021/08/08 by Jeongwhan Choi, Jinsung Jeon, Choi, Jeongwhan +3 · 2 citations
   Computer Science · #Recommender Systems and Techniques #Data Stream Mining Techniques #Music and Audio Processing
8. 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