Jaesung Lim

Publications (": co-author, *: corresponding author)

"Generating High-Diversity Synthetic Tabular Data via Less-Constrained Prior", (code)
S.Park", J.Lim", J-J.Jeon, and S.An*.
The 35th International Joint Conference on Artificial Intelligence (IJCAI-ECAI) 2026. @Bremen, Germany.
"Convolutional Neural Network Approach for Accelerated Traffic Noise Mapping",
S.Choi", T.Park", J.Lim, E.Murphy, and J-J.Jeon*
Scientific Reports, 2026 (Q1, IF=3.9).
"Context-Driven Nearest Neighbor Missing Data Imputation using Language Representation", (code)
J.Lim, S.An, and J-J.Jeon*.
The 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2026. @HongKong.
"Impute Missing Entries with Uncertainty", (code)
J.Lim", S.An", and J-J.Jeon*.
The 40th Annual AAAI Conference on Artificial Intelligence (AAAI), 2026. @Singapore.
"Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis", (code)
S.An, G.Woo, J.Lim, CH.Kim, S.Hong and J-J.Jeon*.
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025. @Philadelphia, USA.

In Progress (": co-author, *: corresponding author)

"Nonparametric Distributional Alignment for Time-series Forecasting", submitted.
J.Lim, S.An, and J-J.Jeon*
"Explaining Subgraph Importance for Multi-task GNN" submitted.
Y.Yoon, J.Lim, J.Choi, and J-J.Jeon*
"Historgram-based Any-Order Autoregressive modeling for Tabular Data Synthesis", working paper
S.An, J.Lim, S.Hong, and J-J.Jeon*
"Air Noise Map Generation using AI Technology", working paper
J.Lim, T.Park, Y.Yoon, and J-J.Jeon*
"Distributional learning for Marked Process Generation",
J.Lim", S.An", and J-J.Jeon*

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