Decomposed Representations Mitigate the Alignment–Specificity Trade-off in Multi-Omics
Published in NeurIPS 2026 (Poster, 25.7% acceptance rate), 2026
Keywords: Multi-modality Learning, Learning with Missing Modality
Authors: Thao M. Dang, Feng Jiang, Hehuan Ma, Yuzhi Guo, Jingquan Yan, Haiqing Li, Saiyang Na, Zheng Zheng, Thuc Anh Tran, Jean Gao, Junzhou Huang
Recommended citation: Thao M. Dang, Feng Jiang, Hehuan Ma, Yuzhi Guo, Jingquan Yan, Haiqing Li, Saiyang Na, Zheng Zheng, Thuc Anh Tran, Jean Gao, Junzhou Huang. "Decomposed Representations Mitigate the Alignment–Specificity Trade-off in Multi-Omics." NeurIPS 2026.