Aram H. Markosyan

17 papers A* 3Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
CWM: An Open-Weights LLM for Research on Code Generation with World Models.
CoRR
FAIR CodeGen team, Jade Copet, Quentin Carbonneaux, Gal Cohen, Jonas Gehring, Jacob Kahn, Jannik Kossen, Felix Kreuk, Emily McMilin, Michel Meyer, Yuxiang Wei, David Zhang, Kunhao Zheng, Jordi Armengol-Estapé, Pedram Bashiri, Maximilian Beck, Pierre Chambon, Abhishek Charnalia, Chris Cummins, Juliette Decugis, Zacharias V. Fisches, François Fleuret, Fabian Gloeckle, Alex Gu, Michael Hassid, Daniel Haziza, Badr Youbi Idrissi, Christian Keller, Rahul Kindi, Hugh Leather, Gallil Maimon, Aram H. Markosyan, Francisco Massa, Pierre-Emmanuel Mazaré, Vegard Mella, Naila Murray, Keyur Muzumdar, Peter W. O'Hearn, Matteo Pagliardini, Dmitrii Pedchenko, Tal Remez, Volker Seeker, Marco Selvi, Oren Sultan, Sida Wang, Luca Wehrstedt, Ori Yoran, Lingming Zhang, Taco Cohen, Yossi Adi, Gabriel Synnaeve
2025 J jnl
Continual Learning via Sparse Memory Finetuning.
CoRR
Jessy Lin, Luke Zettlemoyer, Gargi Ghosh, Wen-tau Yih, Aram H. Markosyan, Vincent-Pierre Berges, Barlas Oguz
2025 — conf
Detecting Prefix Bias in LLM-based Reward Models.
FAccT
Ashwin Kumar, Yuzi He, Aram H. Markosyan, Bobbie Chern, Imanol Arrieta Ibarra
2025 J jnl
Detecting Prefix Bias in LLM-based Reward Models.
CoRR
Ashwin Kumar, Yuzi He, Aram H. Markosyan, Bobbie Chern, Imanol Arrieta Ibarra
2025 A* conf
LLMs: A Driving Force in Next Generation Digital Design Automation.
DAC
Matheus T. Moreira, Aram H. Markosyan, Chris Cummins, Warren Hunt, Gabriel Synnaeve, Edith Beigné
2025 J jnl
ProofOptimizer: Training Language Models to Simplify Proofs without Human Demonstrations.
CoRR
Alex Gu, Bartosz Piotrowski, Fabian Gloeckle, Kaiyu Yang, Aram H. Markosyan
2025 J jnl
What I cannot execute, I do not understand: Training and Evaluating LLMs on Program Execution Traces.
CoRR
Jordi Armengol-Estapé, Quentin Carbonneaux, Tianjun Zhang, Aram H. Markosyan, Volker Seeker, Chris Cummins, Melanie Kambadur, Michael F. P. O'Boyle, Sida I. Wang, Gabriel Synnaeve, Hugh James Leather
2025 J jnl
With Great Backbones Comes Great Adversarial Transferability.
CoRR
Erik Arakelyan, Karen Hambardzumyan, Davit Papikyan, Pasquale Minervini, Albert Gordo, Isabelle Augenstein, Aram H. Markosyan
2024 J jnl
Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs.
CoRR
Chris Cummins, Volker Seeker, Jordi Armengol-Estapé, Aram H. Markosyan, Gabriel Synnaeve, Hugh Leather
2024 A* conf
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts.
NeurIPS
Mikayel Samvelyan, Sharath Chandra Raparthy, Andrei Lupu, Eric Hambro, Aram H. Markosyan, Manish Bhatt, Yuning Mao, Minqi Jiang, Jack Parker-Holder, Jakob N. Foerster, Tim Rocktäschel, Roberta Raileanu
2024 J jnl
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts.
CoRR
Mikayel Samvelyan, Sharath Chandra Raparthy, Andrei Lupu, Eric Hambro, Aram H. Markosyan, Manish Bhatt, Yuning Mao, Minqi Jiang, Jack Parker-Holder, Jakob N. Foerster, Tim Rocktäschel, Roberta Raileanu
2023 J jnl
Identifying and Disentangling Spurious Features in Pretrained Image Representations.
CoRR
Rafayel Darbinyan, Hrayr Harutyunyan, Aram H. Markosyan, Hrant Khachatrian
2023 J jnl
Using Captum to Explain Generative Language Models.
CoRR
Vivek Miglani, Oliver Aobo Yang, Aram H. Markosyan, Diego Garcia-Olano, Narine Kokhlikyan
2022 A* conf
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models.
NeurIPS
Kushal Tirumala, Aram H. Markosyan, Luke Zettlemoyer, Armen Aghajanyan
2022 J jnl
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models.
CoRR
Kushal Tirumala, Aram H. Markosyan, Luke Zettlemoyer, Armen Aghajanyan
2022 J jnl
Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation.
CoRR
Satwik Kottur, Seungwhan Moon, Aram H. Markosyan, Hardik Shah, Babak Damavandi, Alborz Geramifard
2014 J jnl
PumpKin: A tool to find principal pathways in plasma chemical models.
Comput. Phys. Commun.
Aram H. Markosyan, Alejandro Luque, F. J. Gordillo-Vázquez, Ute Ebert