DuaLip-GPU Technical Report. - Gregory Dexter; Aida Rahmattalabi; Sanjana Garg; Qinquan Song; Ruby Tu; Yuan Gao; Yi Zhang; Zhipeng Wang; Rahul Mazumder (CoRR, 2026)