Jinsung Jeon

According to our database, Jinsung Jeon authored at least 18 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images.

Jinsung Jeon, Hyundong Jin, Jonghyun Choi, Sanghyun Hong, Dongeun Lee, Kookjin Lee, Noseong Park

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations.

Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations.

Seonkyu Lim, Jaehyeon Park, Seojin Kim, Hyowon Wi, Haksoo Lim, Jinsung Jeon, Jeongwhan Choi, Noseong Park

Proceedings of the IEEE International Conference on Big Data, 2023

2022

SPI-GAN: Distilling Score-based Generative Models with Straight-Path Interpolations.

Jinsung Jeon, Noseong Park

CoRR, 2022

Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis.

Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho

CoRR, 2022

EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting.

Sheo Yon Jhin, Jaehoon Lee, Minju Jo, Seungji Kook, Jinsung Jeon, Jihyeon Hyeong, Jayoung Kim, Noseong Park

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Linear, or Non-Linear, That is the Question!

Taeyong Kong, Taeri Kim, Jinsung Jeon, Jeongwhan Choi, Yeon-Chang Lee, Noseong Park, Sang-Wook Kim

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks.

Jinsung Jeon, Jeonghak Kim, Haryong Song, Seunghyeon Cho, Noseong Park

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations.

Jaehoon Lee, Jinsung Jeon, Sheo Yon Jhin, Jihyeon Hyeong, Jayoung Kim, Minju Jo, Seungji Kook, Noseong Park

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

LightMove: A Lightweight Next-POI Recommendation for Taxicab Rooftop Advertising.

Jinsung Jeon, Soyoung Kang, Minju Jo, Seunghyeon Cho, Noseong Park, Seonghoon Kim, Chiyoung Song

CoRR, 2021

OCT-GAN: Neural ODE-based Conditional Tabular GANs.

Jayoung Kim, Jinsung Jeon, Jaehoon Lee, Jihyeon Hyeong, Noseong Park

Proceedings of the WWW '21: The Web Conference 2021, 2021

Scalable Graph Synthesis with Adj and 1 - Adj.

Jinsung Jeon, Jing Liu, Jayoung Kim, Jaehoon Lee, Noseong Park, Jamie Jooyeon Lee, Özlem Uzuner, Sushil Jajodia

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Large-Scale Flight Frequency Optimization with Global Convergence in the US Domestic Air Passenger Markets.

Jinsung Jeon, Dongeun Lee, Seunghyun Hwang, Soyoung Kang, Noseong Park, Duanshun Li, Kookjin Lee, Jing Liu

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis.

Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Large-Scale Data-Driven Airline Market Influence Maximization.

Duanshun Li, Jing Liu, Jinsung Jeon, Seoyoung Hong, Thai Le, Dongwon Lee, Noseong Park

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

ACE-NODE: Attentive Co-Evolving Neural Ordinary Differential Equations.

Sheo Yon Jhin, Minju Jo, Taeyong Kong, Jinsung Jeon, Noseong Park

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

LightMove: A Lightweight Next-POI Recommendation forTaxicab Rooftop Advertising.

Jinsung Jeon, Soyoung Kang, Minju Jo, Seunghyeon Cho, Noseong Park, Seonghoon Kim, Chiyoung Song

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

LT-OCF: Learnable-Time ODE-based Collaborative Filtering.

Jeongwhan Choi, Jinsung Jeon, Noseong Park

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021