Tabular Data Processing

Journal

• Kang, I., Ram, P., Zhou, Y., Samulowitz, H. and Seneviratne, O. (2025) On Learning Representations for Tabular Data Distillation. Transactions on Machine Learning Research. paper

Conference

• Kang, I., Srinivas, K., Mihindukulasooriya, N., Shirai, S., Ram, P., Samulowitz, H., et al. (2026) SemStruct: Contextualizing Semantic Embeddings with Structural Information for Schema Matching. Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining. arXiv

• Kang, I., Ram, P., Zhou, Y., Samulowitz, H. and Seneviratne, O. (2026) Language Model Representations for Efficient Few-Shot Tabular Classification. Proceedings of the ACM Web Conference 2026, 4069-4080. paper

• Kang, I., Ram, P., Zhou, Y., Samulowitz, H., and Seneviratne, O. (2024). Effective Data Distillation for Tabular Datasets (Student Abstract). Proceedings of the AAAI Conference on Artificial Intelligence. paper