Willie Padilla

Joined

July 2019

Names

Willie Padilla

Emails

****@duke.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Full Professor

Duke University (ece.duke.edu)

2014 – 2023

Full Professor

Boston College (bc.edu)

2006 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Does Deep Active Learning Work in the Wild?
Simiao Ren, Saad Lahrichi, Yang Deng, Willie Padilla, Leslie M. Collins, Jordan Malof
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Deep Generalized Green's Function
Rixi Peng, Juncheng Dong, Jordan Malof, Willie Padilla, Vahid Tarokh
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone
Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions
Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan M. Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh
- 2022 (modified: 17 Nov 2022)
- ICLR 2022
- Readers: Everyone
Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions
Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Benchmarking deep inverse models over time, and the neural-adjoint method
Simiao Ren, Willie Padilla, Jordan Malof
- 25 Aug 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Benchmarking Data-driven Surrogate Simulators for Artificial Electromagnetic Materials
Yang Deng, Juncheng Dong, Simiao Ren, Omar Khatib, Mohammadreza Soltani, Vahid Tarokh, Willie Padilla, Jordan Malof
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Benchmarking Data-driven Surrogate Simulators for Artificial Electromagnetic Materials
Yang Deng, Juncheng Dong, Simiao Ren, Omar Khatib, Mohammadreza Soltani, Vahid Tarokh, Willie Padilla, Jordan M. Malof
- 2021 (modified: 17 Nov 2022)
- NeurIPS Datasets and Benchmarks 2021
- Readers: Everyone
Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions
Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan M. Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh
- Published: 01 Jan 2021, Last Modified: 01 May 2023
- CoRR 2021
- Readers: Everyone
Benchmarking Deep Inverse Models over time, and the Neural-Adjoint method
Simiao Ren, Willie Padilla, Jordan M. Malof
- 2020 (modified: 17 Nov 2022)
- NeurIPS 2020
- Readers: Everyone
Benchmarking deep inverse models over time, and the neural-adjoint method
Simiao Ren, Willie Padilla, Jordan M. Malof
- Published: 01 Jan 2020, Last Modified: 05 May 2023
- CoRR 2020
- Readers: Everyone

Co-Authors