Aayushya Agarwal

PhD student, Electrical and Computer Engineering, Carnegie Mellon University

Joined

August 2021

Names

Aayushya Agarwal (Preferred)

Emails

****@andrew.cmu.edu (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

PhD student

Electrical and Computer Engineering, Carnegie Mellon University (cmu.edu)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisor

Larry Pileggi

2017 – Present

Expertise

Power systems

2017 – Present

Optimization

2017 – Present

Publications

FedECADO: A Dynamical System Model of Federated Learning
Aayushya Agarwal, Gauri Joshi, Lawrence Pileggi
- ICML 2025 poster
- Readers: Everyone
A Hybrid Simulation of DNN-based Gray Box Models
Aayushya Agarwal, Yihan Ruan, Lawrence Pileggi
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Towards Hyperparameter-Agnostic DNN Training via Dynamical System Insights
Carmel Fiscko, Aayushya Agarwal, Yihan Ruan, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli
- CoRR 2023
- Readers: Everyone
An Equivalent Circuit Workflow for Unconstrained Optimization
Aayushya Agarwal, Carmel Fiscko, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli
- CoRR 2023
- Readers: Everyone
An Equivalent Circuit Approach to Distributed Optimization
Aayushya Agarwal, Larry T. Pileggi
- CoRR 2023
- Readers: Everyone
ECCO: Equivalent Circuit Controlled Optimization
Aayushya Agarwal, Carmel Fiscko, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Continuous Switch Model and Heuristics for Mixed-Integer Problems in Power Systems
Aayushya Agarwal, Amritanshu Pandey, Marko Jereminov, Larry Pillegi
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Adversarially Robust Learning for Security-Constrained Optimal Power Flow
Priya L. Donti, Aayushya Agarwal, Neeraj Vijay Bedmutha, Larry T. Pileggi, J. Zico Kolter
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Adversarially robust learning for security-constrained optimal power flow
Priya L. Donti, Aayushya Agarwal, Neeraj Vijay Bedmutha, Larry T. Pileggi, J. Zico Kolter
- 2021 (modified: 24 Apr 2023)
- NeurIPS 2021
- Readers: Everyone
Incremental Model Building Homotopy Approach for Solving Exact AC-Constrained Optimal Power Flow
Amritanshu Pandey, Aayushya Agarwal, Larry T. Pileggi
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- HICSS 2021
- Readers: Everyone

View all 18 publications

Aayushya Agarwal

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors