Author

Junho Jeong

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Preprint Sep 2026

Tool Waiting and Re-arrival in Compile-Time-Static LLM Serving: Cost Mechanisms and Configuration Selection

In agentic LLM services, a session calls an external tool, waits for it, and re-arrives to continue inference. Statically compiled NPU serving can fix the batch bucket set, the maximum batch size, and the number of KV cache slots at compile time. We define such an environment as a compile-time-static serving substrate...

D. Jang, In-Nea Wang, Junho Jeong · 0 citations

Open access Sep 2026

Error Propagation Analysis in Multi-Person Fall Detection: A System-Level Perspective

The rule-based approach showed the most balanced performance, under the present experimental conditions, whereas the ST-GCN-based skeleton approach was more sensitive to joint-level and tracking instability and the VIRA-GCN-based 3D joint approach provided spatial cues but did not eliminate upstream pose and tracking e...

Han-Ye-Ang Lee, In-Nea Wang, Junho Jeong · Applied Sciences · 0 citations