@article{sgxdeatsparsityguidedcrossdimensionaland, title = {SG-XDEAT: Sparsity-Guided Cross-Dimensional and Cross-Encoding Attention with Target-Aware Conditioning in Tabular Learning}, author = {Chih-Chuan Cheng and Yi-Ju Tseng}, year = {2025}, eprint = {2510.12659}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.12659}, }