Advancing Financial Engineering with Foundation Models: Progress, Applications, and Challenges. - Liyuan Chen; Shuoling Liu; Jiangpeng Yan; Xiaoyu Wang; Henglin Liu; Chuang Li; Kecheng Jiao; Jixuan Ying; Yang Veronica Liu; Qiang Yang 001; Xiu Li 001 (CoRR, 2025)