Prof. Dr. Evren Yildirim
Publications
Tüm Yayınları İnceleTrustworthiness and Transparency Frameworks in Explainable Artificial Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Auditing Bias and Algorithmic Fairness in Large Language Models
ACM Transactions on Intelligent Systems and Technology (TIST)
Deep Reinforcement Learning for Autonomous Fleet Management and Dynamic Routing
Nature Machine Intelligence
Published Books
Tüm Kitaplar
Artificial Intelligence and Future Society: Explorations in Technology, Ethics, and Social Transformation
Oxford Academic Press (2024)
Published by Oxford Academic Press, this comprehensive monograph explores the implications of deep learning algorithms, autonomous decisions, and AI ethics on m...
Academic Career & Milestones
B.S. & M.S. in Computer Engineering, METU
Graduated with honors and completed M.S. thesis on Computer Vision.
Ph.D. & Postdoc at MIT CSAIL
Ph.D. at MIT CSAIL focused on Autonomous Decision Systems and Reinforcement Learning.
Associate Professorship & TUBITAK Incentive Award
Awarded for international high-impact publications and patents in AI & Machine Learning.
Full Professorship & Lab Directorship
Promoted to Full Professor of Computer Science. Founded the AI & Autonomous Systems Research Lab.
Featured Essays & Thoughts
Tüm YazılarRethinking Scientific Ethics and Academic Production in the Era of Large Language Models
Generative Large Language Models (LLMs) are profoundly altering scientific research and paper authoring workflows. However, this speed comes with u...
Why Explainable AI (XAI) is a Necessity, Not an Option
When black-box AI models diagnose medical conditions, approve credit applications, or steer autonomous vehicles without revealing their reasoning, ...