Jinsung Jeon

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 29

Top Topics

Ordinary Differential Equations

Global Convergence

Top Venues

Publications

Jinsung Jeon, Hyundong Jin, Jonghyun Choi, Sanghyun Hong, Dongeun Lee, Kookjin Lee, Noseong Park
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images. ICLR (2024)
Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations. AAAI (2024)
Jinsung Jeon, Hyundong Jin, Jonghyun Choi, Sanghyun Hong, Dongeun Lee, Kookjin Lee, Noseong Park
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images. CoRR (2024)
Seonkyu Lim, Jaehyeon Park, Seojin Kim, Hyowon Wi, Haksoo Lim, Jinsung Jeon, Jeongwhan Choi, Noseong Park
Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations. BigData (2023)
Seonkyu Lim, Jaehyeon Park, Seojin Kim, Hyowon Wi, Haksoo Lim, Jinsung Jeon, Jeongwhan Choi, Noseong Park
Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations. CoRR (2023)
Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park
Operator-learning-inspired Modeling of Neural Ordinary Differential Equations. CoRR (2023)
Jinsung Jeon, Jeonghak Kim, Haryong Song, Seunghyeon Cho, Noseong Park
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks. CoRR (2022)
Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho
Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis. CoRR (2022)
Taeyong Kong, Taeri Kim, Jinsung Jeon, Jeongwhan Choi, Yeon-Chang Lee, Noseong Park, Sang-Wook Kim
Linear, or Non-Linear, That is the Question! WSDM (2022)
Jinsung Jeon, Jeonghak Kim, Haryong Song, Seunghyeon Cho, Noseong Park
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks. NeurIPS (2022)
Jinsung Jeon, Noseong Park
SPI-GAN: Distilling Score-based Generative Models with Straight-Path Interpolations. CoRR (2022)
Jaehoon Lee, Jinsung Jeon, Sheo Yon Jhin, Jihyeon Hyeong, Jayoung Kim, Minju Jo, Kook Seungji, Noseong Park
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations. ICLR (2022)
Sheo Yon Jhin, Jaehoon Lee, Minju Jo, Seungji Kook, Jinsung Jeon, Jihyeon Hyeong, Jayoung Kim, Noseong Park
EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting. WWW (2022)
Sheo Yon Jhin, Jaehoon Lee, Minju Jo, Seungji Kook, Jinsung Jeon, Jihyeon Hyeong, Jayoung Kim, Noseong Park
EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting. CoRR (2022)
Jaehoon Lee, Jinsung Jeon, Sheo Yon Jhin, Jihyeon Hyeong, Jayoung Kim, Minju Jo, Kook Seungji, Noseong Park
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations. CoRR (2022)
Taeyong Kong, Taeri Kim, Jinsung Jeon, Jeongwhan Choi, Yeon-Chang Lee, Noseong Park, Sang-Wook Kim
Linear, or Non-Linear, That is the Question! CoRR (2021)
Sheo Yon Jhin, Minju Jo, Taeyong Kong, Jinsung Jeon, Noseong Park
ACE-NODE: Attentive Co-Evolving Neural Ordinary Differential Equations. CoRR (2021)
Jayoung Kim, Jinsung Jeon, Jaehoon Lee, Jihyeon Hyeong, Noseong Park
OCT-GAN: Neural ODE-based Conditional Tabular GANs. CoRR (2021)
Jeongwhan Choi, Jinsung Jeon, Noseong Park
LT-OCF: Learnable-Time ODE-based Collaborative Filtering. CIKM (2021)
Sheo Yon Jhin, Minju Jo, Taeyong Kong, Jinsung Jeon, Noseong Park
ACE-NODE: Attentive Co-Evolving Neural Ordinary Differential Equations. KDD (2021)
Jeongwhan Choi, Jinsung Jeon, Noseong Park
LT-OCF: Learnable-Time ODE-based Collaborative Filtering. CoRR (2021)
Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho
Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis. NeurIPS (2021)
Jinsung Jeon, Dongeun Lee, Seunghyun Hwang, Soyoung Kang, Noseong Park, Duanshun Li, Kookjin Lee, Jing Liu
Large-Scale Flight Frequency Optimization with Global Convergence in the US Domestic Air Passenger Markets. SDM (2021)
Jayoung Kim, Jinsung Jeon, Jaehoon Lee, Jihyeon Hyeong, Noseong Park
OCT-GAN: Neural ODE-based Conditional Tabular GANs. WWW (2021)
Duanshun Li, Jing Liu, Jinsung Jeon, Seoyoung Hong, Thai Le, Dongwon Lee, Noseong Park
Large-Scale Data-Driven Airline Market Influence Maximization. CoRR (2021)
Jinsung Jeon, Soyoung Kang, Minju Jo, Seunghyeon Cho, Noseong Park, Seonghoon Kim, Chiyoung Song
LightMove: A Lightweight Next-POI Recommendation for Taxicab Rooftop Advertising. CoRR (2021)
Duanshun Li, Jing Liu, Jinsung Jeon, Seoyoung Hong, Thai Le, Dongwon Lee, Noseong Park
Large-Scale Data-Driven Airline Market Influence Maximization. KDD (2021)
Jinsung Jeon, Jing Liu, Jayoung Kim, Jaehoon Lee, Noseong Park, Jamie Jooyeon Lee, Özlem Uzuner, Sushil Jajodia
Scalable Graph Synthesis with Adj and 1 - Adj. SDM (2021)
Jinsung Jeon, Soyoung Kang, Minju Jo, Seunghyeon Cho, Noseong Park, Seonghoon Kim, Chiyoung Song
LightMove: A Lightweight Next-POI Recommendation forTaxicab Rooftop Advertising. CIKM (2021)