Tanya G. Roosta

Principal Researcher, Advanced Micro Devices

Principal Researcher, Amazon

Joined

January 2022

Names

Tanya G. Roosta (Preferred)

Tanya Roosta

Tanya G Roosta

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Advanced Micro Devices (amd.com)

2026 – Present

Principal Researcher

Amazon (amazon.com)

2019 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Shankar Sastry

2005 – 2008

Expertise

NLP

2017 – 2022

Publications

FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation
Fatema Siddika, Md Anwar Hossen, Juan Pablo Munoz, Tanya G. Roosta, Anuj Sharma, Ali Jannesari
- The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL)
- Readers: Everyone
RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users
Suyu Ye, Haojun Shi, Darren Shih, Hyokun Yun, Tanya G. Roosta, Tianmin Shu
- LAW
- Readers: Everyone
RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users
Suyu Ye, Haojun Shi, Darren Shih, Hyokun Yun, Tanya G. Roosta, Tianmin Shu
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users
Suyu Ye, Haojun Shi, Darren Shih, Hyokun Yun, Tanya G. Roosta, Tianmin Shu
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
The Order Effect: Investigating Prompt Sensitivity to Input Order in LLMs
Bryan Guan, Mehdi Rezagholizadeh, Tanya G. Roosta, Peyman Passban
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
The Order Effect: Investigating Prompt Sensitivity in Closed-Source LLMs
Bryan Guan, Tanya G. Roosta, Peyman Passban, Mehdi Rezagholizadeh
- CoRR 2025
- Readers: Everyone
Once-for-All Federated Learning: Learning From and Deploying to Heterogeneous Clients
Kamala Varma, Enmao Diao, Tanya Roosta, Jie Ding, Tao Zhang
- Published: 25 Jun 2023, Last Modified: 20 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
Quantifying Catastrophic Forgetting in Continual Federated Learning
Christophe Dupuy, Jimit Majmudar, Jixuan Wang, Tanya G. Roosta, Rahul Gupta, Clement Chung, Jie Ding, Salman Avestimehr
- ICASSP 2023
- Readers: Everyone
What is Lost in Knowledge Distillation?
Manas Ranjan Mohanty, Tanya G. Roosta, Peyman Passban
- CoRR 2023
- Readers: Everyone
PerFedSI: A Framework for Personalized Federated Learning with Side Information
Liam Collins, Enmao Diao, Tanya Roosta, Jie Ding, Tao Zhang
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- FL-NeurIPS 2022 Poster
- Readers: Everyone

View all 31 publications

Co-Authors

View all 50 co-authors