Author

Duong The Do

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Preprint Aug 2026

QC-CCG: Quantum-Classical Algorithm for Two-stage Adaptive Robust Optimization

Quantum optimization provides a promising approach for solving large-scale combinatorial problems through quadratic unconstrained binary optimization (QUBO) formulations. However, integrating QUBO-based solvers into structured optimization frameworks while preserving solution guarantees remains a fundamental challenge....

Duong The Do, Jiaming Cheng, Duong Tung Nguyen · 0 citations

Jul 2026

Robust KV Cache Management for LLM Serving under Output Token Length Uncertainty

This work presents a robust KV cache management framework for LLM serving that jointly optimizes GPU parallelism configuration, KV cache reservation per request class, request routing across heterogeneous serving groups, and prefix caching for shared prompts that incorporates latency SLO constraints and captures the in...

Jiaming Cheng, Duong The Do, D. Nguyen · arXiv.org · 1 citation · ⚡1