Publications by Kamran Chitsaz

• 

  Kamran Chitsaz

  Research Areas: Deep Learning

Activity

• Intern: Apr 2023 - now

Preprints

• The Markovian Thinker
  Milad Aghajohari*, Kamran Chitsaz*, Amirhossein Kazemnejad*, Sarath Chandar, Alessandro Sordoni, Aaron Courville, and Siva Reddy
  In ArXiv, 2025.
  #NLP, #RL
  [arXiv]

• NovoMolGen: Rethinking Molecular Language Model Pretraining
  Kamran Chitsaz*, Roshan Balaji*, Quentin Fournier, Nirav Pravinbhai Bhatt, and Sarath Chandar
  In ArXiv, 2025.
  #NLP, #Other
  [arXiv], [huggingface], [code]

Conference and Journal Papers

2026

3. The Markovian Thinker: Architecture-Agnostic Linear Scaling of Reasoning
   Milad Aghajohari, Kamran Chitsaz, Amirhossein Kazemnejad, Sarath Chandar, Alessandro Sordoni, Aaron Courville, and Siva Reddy
   International Conference on Learning Representations (ICLR), 2026.
   #RL, #NLP
   [openreview], [arXiv], [code]

2024

2. Exploring Quantization for Efficient Pre-Training of Transformer Language Models
   Kamran Chitsaz, Quentin Fournier, Gonçalo Mordido, and Sarath Chandar
   Findings of the Association for Computational Linguistics (EMNLP), 2024.
   #NLP, #DL
   [acl], [arXiv]

2023

1. Training DNNs Resilient to Adversarial and Random Bit-Flips by Learning Quantization Ranges
   Kamran Chitsaz, Gonçalo Mordido, Jean Pierre David, and François Leduc-Primeau
   Transactions on Machine Learning Research (TMLR), 2023.
   #DL
   [openreview], [code]