M. Qiu

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

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Mingchen Li (1)Meikang Qiu (1)Zifan Peng (1)Heng Fan (1)

Papers (1)

Jul 7, 2026

University of North Texas5d ago·also Augusta University

Beyond Refusal: A Same-Lineage Study of Aligned and Abliterated LLMs for Vulnerability Analysis

Abliterated LLMs can dramatically enhance vulnerability detection and patch validation, achieving up to 67.8% usability in early-stage validation compared to just 29.9% for their aligned counterparts.

Mingchen Li, M. Qiu, Meikang Qiu +5

Code Generation & Program Synthesis Constitutional AI & AI Ethics Eval Frameworks & Benchmarks+1

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M. Qiu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)