Context-Aware Subgraph Explanations for Multi-Task GNNs
The 35th ACM International Conference on Information and Knowledge Management (CIKM), 2026 · Rome, Italy.
Research Output
Publication
Selected papers and Ongoing research projects.
Reviewed
Selected Papers
† co-first author, * corresponding author.
Generating High-Diversity Synthetic Tabular Data via Less-Constrained Prior
The 35th International Joint Conference on Artificial Intelligence (IJCAI-ECAI), 2026 · Bremen, Germany.
Convolutional Neural Network Approach for Accelerated Traffic Noise Mapping
Scientific Reports, 16, 15406 (2026) · Q1, IF 3.9.
DrIM: Context-Driven Nearest Neighbor Imputation using Language Representation
The 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2026 · Hong Kong.
Impute Missing Entries with Uncertainty
The 40th Annual AAAI Conference on Artificial Intelligence (AAAI), 2026 · Singapore.
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025 · Philadelphia, USA.
Ongoing
In Progress
* corresponding author.
Nonparametric Distributional Alignment for Time-series Forecasting
SubmittedJ. Lim, S. An, and J.-J. Jeon*
Response and Intent Selection beyond the Exposed Schema for Task-Oriented Dialogue System
SubmittedJ. Kim, Y. Yoon, J. Lim, and J.-J. Jeon*
Histogram-based Any-Order Autoregressive Modeling for Tabular Data Synthesis
Working paperS. An, J. Lim, S. Hong, and J.-J. Jeon*
Air Noise Map Generation using AI Technology
Working paperJ. Lim, T. Park, Y. Yoon, and J.-J. Jeon*
Synthetic Tabular Data Generation with Shift Histograms
In progressJ. Lim and J.-J. Jeon*
Distributional Learning for Marked Process Generation
In progressJ. Lim, S. An, and J.-J. Jeon*