M. Işcan

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Code Generation & Program Synthesis (1)Recommendation & Information Retrieval (1)Tool Use & Agents (1)

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Mehmet Iscan (1)

Papers (1)

Apr 30, 2026

M. Işcan +13w ago·also Yildiz Technical University

Learning When to Remember: Risk-Sensitive Contextual Bandits for Abstention-Aware Memory Retrieval in LLM-Based Coding Agents

LLMs can learn to safely leverage external memory for code debugging by explicitly modeling and penalizing the risk of false-positive memory injection.

M. Işcan, Mehmet Iscan

Code Generation & Program Synthesis Recommendation & Information Retrieval Tool Use & Agents

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M. Işcan

Publication activitypapers/week, last 8 weeks

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