LightThinker++: From Reasoning Compression to Memory Management. - Yuqi Zhu; Jintian Zhang; Zhenjie Wan; Yujie Luo; Shuofei Qiao; Zhengke Gui; Da Zheng 004; Lei Liang 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2026)