Author

Hai-Jian Sun

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#artificial intelligence Preprint Sep 2026

LinePilot Digitizer: Line-Plot Recovery with Manual and Automatic Calibration

LinePilot Digitizer (LinePilot), which combines continuous color-based curve recovery with three calibration modes: LinePilot (standard), LinePilot (enhanced), and LinePilot (OCR) is presented, and DigitizerBench is introduced, the first dedicated benchmark for systematically evaluating digitizer performance.

Feng-Bo Ma, Rayan K. Akhtar, Aakash H. Joshi et al. · 0 citations

Preprint Aug 2026

xTRUCE: A Provably Safe Arbiter for Multi-xApp Conflict Mitigation in Agentic O-RAN

Results show that xTRUCE ensures gNB control safety with $100\%$ protected services despite severe proposal hallucinations, achieves priority-consistent performance satisfaction under overload, efficiently guides LLM intent renegotiation via certificates, and keeps a delay-safe E2 control loop.

Le Xia, Rose Qingyang Hu, Paul S. Kudyba et al. · 1 citation