Oana Frunza

Researcher, Morgan Stanley

Joined

March 2025

Names

Oana Frunza (Preferred)

Emails

****@morganstanley.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Morgan Stanley (morganstanley.com)

2018 – Present

Advisors, Relations & Conflicts

Coauthor

2025 – Present

Coworker

2021 – Present

Coauthor

Yuriy Nevmyvaka

2018 – Present

PhD Advisor

2004 – 2012

Expertise

GenAI

,

NLP

,

ML

,

AI

2012 – Present

Publications

Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Reward Design
Quan Wei, Siliang Zeng, Chenliang Li, William Brown, Oana Frunza, Wei Deng, Anderson Schneider, Yuriy Nevmyvaka, Yang Katie Zhao, Alfredo Garcia, Mingyi Hong
- Submitted to ICLR 2026
- Readers: Everyone
Chart-RVR: Reinforcement Learning with Verifiable Rewards for Explainable Chart Reasoning
Sanchit Sinha, Oana Frunza, Kashif Rasul, Yuriy Nevmyvaka, Aidong Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Reward Design and Credit Assignment
Quan Wei, Siliang Zeng, Chenliang Li, William Brown, Oana Frunza, Wei Deng, Yuriy Nevmyvaka, Yang Katie Zhao, Alfredo Garcia, Mingyi Hong
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment
Siliang Zeng, Quan Wei, William Brown, Oana Frunza, Yuriy Nevmyvaka, Yang Katie Zhao, Mingyi Hong
- WCUA 2025 Poster
- Readers: Everyone

Co-Authors