PiMRef: Deducing Ever-evolving Spear-phishing Emails with Knowledge Base Invariants
Ruofan Liu, Yun Lin, Yu-Xin Wang et al.
· 0 citations
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Preprint
Aug 2026
UI-Mate: Advancing Open-Weight Foundation GUI Agents with In-Context Demonstrations
Experiments show that UI-Mate-27B sets a new open-weight state of the art on general computer-use benchmarks, substantially improving long-horizon reliability, and makes three contributions to an environment-grounded training stack with in-context demonstration learning.
Zihan Ding, Long-Xu Dou, Qixiao Gao et al.
· 1 citation