Publications

* Equal contribution. Also on Google Scholar.

• Prototype-Based Dynamic Steering for Large Language Models
  Ceyhun Efe Kayan, Li Zhang
  EMNLP 2026 (Main Conference), 2026
  arXiv
• A Reality Check of Language Models as Formalizers on Constraint Satisfaction Problems
  Rikhil Amonkar^*, Ceyhun Efe Kayan^*, Qimei Lai, Ronan Le Bras, Li Zhang
  COLM 2026 Workshop on Efficient Reasoning, 2026 Spotlight
  arXiv

• GPU-Accelerated Simulated Oscillator Ising/Potts Machine Solving Combinatorial Optimization Problems
  Yilmaz Ege Gonul, Ceyhun Efe Kayan, Ilknur Mustafazade, Nagarajan Kandasamy, Baris Taskin
  Great Lakes Symposium on VLSI (GLSVLSI), 2025
  DOI

• Intensity and Phase Stacked Analysis of a Φ-OTDR System Using Deep Transfer Learning and Recurrent Neural Networks
  Ceyhun Efe Kayan, Kivilcim Yuksel Aldogan, Abdurrahman Gumus
  Applied Optics 62(7), 2023
  Paper DOI
• Energy and Temperature Analysis of AI/Machine Learning Algorithms on Different Hardware Systems
  Vedant Karia, Murat Isik, A. Daram, Ceyhun Efe Kayan, Baris Taskin, Dhireesha Kudithipudi, Sadasivan Shankar
  2023
• Adaptive Resizer-Based Transfer Learning Framework for the Diagnosis of Breast Cancer Using Histopathology Images
  Okan Duzyel, Mehmet Sergen Catal, Ceyhun Efe Kayan, Arda Sevinc, Abdurrahman Gumus
  Signal, Image and Video Processing 17(8), 2023
  Paper
• Deep Reproductive Feature Generation Framework for the Diagnosis of COVID-19 and Viral Pneumonia Using Chest X-ray Images
  Ceyhun Efe Kayan, Talha Enes Koksal, Arda Sevinc, Abdurrahman Gumus
  arXiv preprint, 2023
  arXiv