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Gillian Miller, BS

Gillian Miller, BS

Software Intelligence Researcher

Research Associate

Gillian Miller is a Research Associate at Aura Lab focusing on code understanding, automated regression test synthesis, and empirical benchmarks for large language models. Her work centers on multi-turn developer workflows and patch verification.

Selected publications

  1. Aura-Bench: An Open Evaluation Suite for Multi-Step AI Agent Tool Execution

    Bert T , Miller G , Ortega-Marquez J , Miljkovic N

    Open Source Software & Datasets · 2026

    Tulescu Bert Tulescu Bert Gillian Miller, BS Gillian Miller Jorge Ortega-Marquez, MS Jorge Ortega-Marquez Nenad Miljkovic, PhD Nenad Miljkovic
    Cited by 0 Mentee-led PI first/senior Collaboration Open access arXiv:2605.00331

  2. Benchmarking Agentic Tool Use and Reasoning in Repository-Level Code Comprehension

    Miller G , Bert T , Castro-Palacin A , Miljkovic N

    Aura Lab Technical Report · 2026

    Gillian Miller, BS Gillian Miller Tulescu Bert Tulescu Bert Alberto Castro-Palacin, MSc Alberto Castro-Palacin Nenad Miljkovic, PhD Nenad Miljkovic
    Cited by 0 Mentee-led PI first/senior Collaboration Open access arXiv:2602.00101

  3. Transparency and Multi-Turn Reliability in Human–AI Software Development Workflows

    Tripathy S , Bert T , Miller G , Miljkovic N

    Aura Lab Working Paper · 2025

    Shreya Tripathy, BS Shreya Tripathy Tulescu Bert Tulescu Bert Gillian Miller, BS Gillian Miller Nenad Miljkovic, PhD Nenad Miljkovic
    Cited by 0 Mentee-led PI first/senior Collaboration Open access