Jaesung Lim

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

"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

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

"Generating High-Diversity Synthetic Tabular Data via Less-Constrained Prior", submitted
S.Park", J.Lim", J-J.Jeon, and S.An*.
"Large Scale Road-Traffic Noise Mapping with AI Technology", submitted
S.Choi", T.Park", J.Lim, E.Murphy, 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*
"Nonparametric Distributional Alignment for Time-series Forecasting",
J.Lim, and J-J.Jeon*

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