Author

Zi-Yang Wu

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#natural language process... Preprint Sep 2026

EvalMem: An Operation-Level Diagnostic Framework for Long-Term Memory Systems

Long-horizon interactions with LLM-based assistants require memory systems that preserve and update user states, preferences, and interaction histories. Existing evaluations report end-to-end QA accuracy and cannot determine whether errors arise from encoding, retrieval, or generation. We introduce EvalMem, an operatio...

Ze-Yu Liu, Jian-Yuan Zhong, Rong-Duo Han et al. · 0 citations

#artificial intelligence Preprint Sep 2026

BlueLM-GUI Technical Report: A Real-Device-Centric Flywheel for Self-Improving Mobile GUI Agents

Mobile GUI agents are shifting from multi-module frameworks to native models trained end-to-end, yet industrial deployment faces three persistent gaps. Sandbox training produces a distribution mismatch with production environments; expensive real-device failures remain underutilized; and fixed benchmarks saturate, losi...

Tong Ye, Kunyang Han, Guo-Zhi Wang et al. · 0 citations