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Aram H. Markosyan
Researcher, Facebook
Joined
May 2022
Names
Aram H. Markosyan
(Preferred)
,
Aram Markosyan
Emails
****@fb.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@meta.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Researcher
Facebook
(meta.com)
2021
–
Present
Postdoc
Sandia National Laboratories
(sandia.gov)
2016
–
2018
Postdoc
University of Michigan - Ann Arbor
(umich.edu)
2014
–
2016
PhD student
Eindhoven University of Technology
(tue.nl)
2010
–
2014
MS student
Computer Science Lab - Pierre and Marie Curie University, Paris, France
(upmc.fr)
2008
–
2009
MS student
Yerevan State University
(ysu.am)
2006
–
2008
Undergrad student
Yerevan State University
(ysu.am)
2002
–
2006
Advisors, Relations & Conflicts
No relations added
Expertise
No areas of expertise listed
Publications
ProofOptimizer: Training Language Models to Simplify Proofs without Human Demonstrations
Alex Gu
,
Bartosz Piotrowski
,
Fabian Gloeckle
,
Kaiyu Yang
,
Aram H. Markosyan
MATH-AI 2025 Poster
Readers:
Everyone
ProofOptimizer: Training Language Models to Simplify Proofs without Human Demonstrations
Alex Gu
,
Bartosz Piotrowski
,
Fabian Gloeckle
,
Kaiyu Yang
,
Aram H. Markosyan
ICLR 2026 Poster
Readers:
Everyone
Continual Learning via Sparse Memory Finetuning
Jessy Lin
,
Luke Zettlemoyer
,
Gargi Ghosh
,
Wen-tau Yih
,
Aram H. Markosyan
,
Vincent-Pierre Berges
,
Barlas Oguz
ICLR 2026 Conference Desk Rejected Submission
Readers:
Everyone
With Great Backbones Comes Great Adversarial Transferability
Erik Arakelyan
,
Karen Hambardzumyan
,
Davit Papikyan
,
Albert Gordo
,
Pasquale Minervini
,
Isabelle Augenstein
,
Aram H. Markosyan
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
Mikayel Samvelyan
,
Sharath Chandra Raparthy
,
Andrei Lupu
,
Eric Hambro
,
Aram H. Markosyan
,
Manish Bhatt
,
Yuning Mao
,
Minqi Jiang
,
Jack Parker-Holder
,
Jakob Nicolaus Foerster
,
Tim Rocktäschel
,
Roberta Raileanu
NeurIPS 2024 poster
Readers:
Everyone
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
Mikayel Samvelyan
,
Sharath Chandra Raparthy
,
Andrei Lupu
,
Eric Hambro
,
Aram H. Markosyan
,
Manish Bhatt
,
Yuning Mao
,
Minqi Jiang
,
Jack Parker-Holder
,
Jakob Nicolaus Foerster
,
Tim Rocktäschel
,
Roberta Raileanu
SeT LLM @ ICLR 2024
Readers:
Everyone
Using Captum to Explain Generative Language Models
Vivek Miglani
,
Aobo Yang
,
Aram H. Markosyan
,
Diego Garcia-Olano
,
Narine Kokhlikyan
NLP-OSS 2023
Readers:
Everyone
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models
Kushal Tirumala
,
Aram H. Markosyan
,
Luke Zettlemoyer
,
Armen Aghajanyan
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models
Kushal Tirumala
,
Aram H. Markosyan
,
Luke Zettlemoyer
,
Armen Aghajanyan
Published: 01 Jan 2022, Last Modified: 12 May 2023
NeurIPS 2022
Readers:
Everyone
Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation
Satwik Kottur
,
Seungwhan Moon
,
Aram H. Markosyan
,
Hardik Shah
,
Babak Damavandi
,
Alborz Geramifard
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
Co-Authors
Albert Gordo
Alborz Geramifard
Alex Gu
Andrei Lupu
Aobo Yang
Armen Aghajanyan
Babak Damavandi
Barlas Oguz
Bartosz Piotrowski
Davit Papikyan
Diego Garcia-Olano
Eric Hambro
Erik Arakelyan
Fabian Gloeckle
Gargi Ghosh
Hardik Shah
Isabelle Augenstein
Jack Parker-Holder
Jakob Nicolaus Foerster
Jessy Lin
Kaiyu Yang
Karen Hambardzumyan
Kushal Tirumala
Luke Zettlemoyer
Manish Bhatt
View all 38 co-authors