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cs.SE2026
Q-GARS: Quantum-inspired Robust Microservice Chaining Scheduling
Huixiang Zhang, Mahzabeen Emu
Microservice-based applications are characterized by stochastic latencies arising from long-tail execution patterns and heterogeneous resource constraints across computational node…
cs.SE2025
Quantum-Guided Test Case Minimization for LLM-Based Code Generation
Huixiang Zhang, Mahzabeen Emu
Precisely controlling Large Language Models (LLMs) to generate efficient and concise code is a central challenge in software engineering. We introduce a framework based on Test-Dri…