Akshayaa Magesh

Postdoc, Research, Facebook

Joined

May 2021

Names

Akshayaa Magesh (Preferred)

Emails

****@illinois.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Postdoc

Research , Facebook (meta.com)

2024 – Present

Research Assistant

ECE, University of Illinois, Urbana Champaign (illinois.edu)

2018 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Self-Improvement of Language Models by Post-Training on Multi-Agent Debate
Ankur Samanta, Akshayaa Magesh, Runzhe Wu, Ayush Jain, Youliang Yu, Daniel Jiang, Boris Vidolov, Paul Sajda, Yonathan Efroni, Kaveh Hassani
- MALGAI
- Readers: Everyone
Structure Enables Effective Self-Localization of Errors in LLMs
Ankur Samanta, Akshayaa Magesh, Ayush Jain, Kavosh Asadi, Youliang Yu, Daniel Jiang, Boris Vidolov, Kaveh Hassani, Paul Sajda, Jalaj Bhandari, Yonathan Efroni
- ICLR 2026 Workshop RSI Poster
- Readers: Everyone
Internalizing Self-Consistency in Language Models: Multi-Agent Consensus Alignment
Ankur Samanta, Akshayaa Magesh, Youliang Yu, Runzhe Wu, Ayush Jain, Daniel Jiang, Boris Vidolov, Paul Sajda, Yonathan Efroni, Kaveh Hassani
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone

Co-Authors