MMSR: Symbolic regression is a multi-modal information fusion task

Yanjie Li, Jingyi Liu, Min Wu, Lina Yu, Weijun Li, Xin Ning, Wenqiang Li, Meilan Hao, Yusong Deng, Shu Wei

Abstract: Highlights•Propose a new multi-modal-based approach for symbolic regression.•Achieve an effective modality alignment mechanism utilizing contrastive learning.•Design a novel joint training strategy based on multi-loss function.•Our code is open source at https://github.com/1716757342/MMSR.