Kurmanji, Meghdad

1. Towards Unbounded Machine Unlearning
   2023/02/20 by Kurmanji, Meghdad, Triantafillou, Peter, Hayes, Jamie +1 · 33 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. What makes unlearning hard and what to do about it
   2024/06/03 by Kairan Zhao, Zhao, Kairan, Meghdad Kurmanji +7 · 16 citations
   Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Mobile Crowdsensing and Crowdsourcing
3. Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition
   2024/06/13 by Eleni Triantafillou, Peter Kairouz, Triantafillou, Eleni +26 · 8 citations
   Medicine · #Glioma Diagnosis and Treatment
4. Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data
   2022/10/11 by Kurmanji, Meghdad, Triantafillou, Peter · 3 citations
   #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Machine Unlearning in Learned Databases: An Experimental Analysis
   2023/11/28 by Meghdad Kurmanji, Kurmanji, Meghdad, Eleni Triantafillou +3 · 4 citations
   Computer Science · #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
6. LLM Unlearning via Neural Activation Redirection
   2025/02/11 by William F. Shen, Xinchi Qiu, Shen, William F. +13 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image and Object Detection Techniques #Machine Learning (cs.LG) #Neural Networks and Applications
7. How Data Inter-connectivity Shapes LLMs Unlearning: A Structural Unlearning Perspective
   2024/06/24 by Xinchi Qiu, William F. Shen, Qiu, Xinchi +10 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Open Education and E-Learning
8. AbbIE: Autoregressive Block-Based Iterative Encoder for Efficient Sequence Modeling
   2025/07/11 by Aleksandrov, Preslav, Kurmanji, Meghdad, Redondo, Fernando Garcia +7 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?
   2025/05/26 by Zexi Li, Li, Zexi, xianghui wang +13 · 2 citations
   Computer Science · #Natural Language Processing Techniques