MemFly: On-the-Fly Memory Optimization via Information Bottleneck. - Zhenyuan Zhang 001; Xianzhang Jia; Zhiqin Yang; Zhenbo Song; Wei Xue 002; Sirui Han; Yike Guo (CoRR, 2026)

ClawNet: Human-Symbiotic Agent Network for Cross-User Autonomous Cooperation. - Zhiqin Yang; Zhenyuan Zhang 001; Xianzhang Jia; Jun Song; Wei Xue 002; Yonggang Zhang 003; Yike Guo (CoRR, 2026)

MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems. - Qianshu Cai; Yonggang Zhang 003; Xianzhang Jia; Huajiang Zheng; Wei Xue 002; Jun Song; Xinmei Tian 001; Yike Guo (CoRR, 2026)