Nick Duffield

Full Professor, Texas A&M

Joined

July 2019

Names

Nick Duffield (Preferred)

,

Nicholas Duffield

,

Nick G Duffield

Emails

****@tamu.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Texas A&M (tamu.edu)

2014 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

InvarGC: Invariant Granger Causality for Heterogeneous Interventional Time Series under Latent Confounding
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
- Submitted to ICLR 2026
- Readers: Everyone
Spectral Convolutional Conditional Neural Processes
Peiman Mohseni, Nick Duffield
- NeurIPS 2025 poster
- Readers: Everyone
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
- KDD 2024
- Readers: Everyone
Adaptive Conditional Quantile Neural Processes
Peiman Mohseni, Nick Duffield, Bani Mallick, Arman Hasanzadeh
- Published: 08 May 2023, Last Modified: 22 Jun 2025
- UAI 2023
- Readers: Everyone
MoReL: Multi-omics Relational Learning
Arman Hasanzadeh, Ehsan Hajiramezanali, Nick Duffield, Xiaoning Qian
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone

Co-Authors