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ORCIDAram H. Markosyan
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2020 – today
- 2025
[c4]Matheus T. Moreira, Aram H. Markosyan, Chris Cummins, Warren Hunt, Gabriel Synnaeve, Edith Beigné:
LLMs: A Driving Force in Next Generation Digital Design Automation. DAC 2025: 1-6- [c3]Ashwin Kumar
, Yuzi He, Aram H. Markosyan, Bobbie Chern, Imanol Arrieta Ibarra:
Detecting Prefix Bias in LLM-based Reward Models. FAccT 2025: 3196-3206 - [i12]Erik Arakelyan, Karen Hambardzumyan, Davit Papikyan, Pasquale Minervini, Albert Gordo, Isabelle Augenstein, Aram H. Markosyan:
With Great Backbones Comes Great Adversarial Transferability. CoRR abs/2501.12275 (2025) - [i11]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:
What I cannot execute, I do not understand: Training and Evaluating LLMs on Program Execution Traces. CoRR abs/2503.05703 (2025) - [i10]Ashwin Kumar, Yuzi He, Aram H. Markosyan, Bobbie Chern, Imanol Arrieta Ibarra:
Detecting Prefix Bias in LLM-based Reward Models. CoRR abs/2505.13487 (2025) - [i9]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:
CWM: An Open-Weights LLM for Research on Code Generation with World Models. CoRR abs/2510.02387 (2025) - [i8]Jessy Lin, Luke Zettlemoyer, Gargi Ghosh, Wen-Tau Yih, Aram H. Markosyan, Vincent-Pierre Berges, Barlas Oguz:
Continual Learning via Sparse Memory Finetuning. CoRR abs/2510.15103 (2025) - [i7]Alex Gu, Bartosz Piotrowski, Fabian Gloeckle, Kaiyu Yang, Aram H. Markosyan:
ProofOptimizer: Training Language Models to Simplify Proofs without Human Demonstrations. CoRR abs/2510.15700 (2025) - 2024
- [c2]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:
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts. NeurIPS 2024 - [i6]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:
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts. CoRR abs/2402.16822 (2024) - [i5]Chris Cummins, Volker Seeker, Jordi Armengol-Estapé, Aram H. Markosyan, Gabriel Synnaeve, Hugh Leather:
Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs. CoRR abs/2410.08806 (2024) - 2023
- [i4]Rafayel Darbinyan, Hrayr Harutyunyan, Aram H. Markosyan, Hrant Khachatrian:
Identifying and Disentangling Spurious Features in Pretrained Image Representations. CoRR abs/2306.12673 (2023) - [i3]Vivek Miglani, Oliver Aobo Yang, Aram H. Markosyan, Diego Garcia-Olano, Narine Kokhlikyan:
Using Captum to Explain Generative Language Models. CoRR abs/2312.05491 (2023) - 2022
- [c1]Kushal Tirumala, Aram H. Markosyan, Luke Zettlemoyer, Armen Aghajanyan:
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models. NeurIPS 2022 - [i2]Kushal Tirumala, Aram H. Markosyan, Luke Zettlemoyer, Armen Aghajanyan:
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models. CoRR abs/2205.10770 (2022) - [i1]Satwik Kottur, Seungwhan Moon, Aram H. Markosyan, Hardik Shah, Babak Damavandi, Alborz Geramifard:
Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation. CoRR abs/2211.03940 (2022)
Coauthor Index
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