Tananun Songdechakraiwut

Assistant Professor, Duke University

Joined

May 2021

Names

Tananun Songdechakraiwut (Preferred)

Emails

****@wisc.edu (Confirmed)

,

****@duke.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Duke University (duke.edu)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

Artificial Intelligence

Present

Topology

Present

Connectomics

Present

Publications

Connectome-Guided Optimization for Deep Networks
Peilin He, Tananun Songdechakraiwut
- AISTATS 2026 Poster
- Readers: Everyone
Topological Continual Learning with Wasserstein Distance and Barycenter
Tananun Songdechakraiwut, Xiaoshuang Yin, Barry D Van Veen
- Published: 21 Oct 2022, Last Modified: 15 Feb 2026
- NeurIPS 2022 Workshop MetaLearn Poster
- Readers: Everyone
Learning to Continually Learn with Topological Regularization
Tananun Songdechakraiwut, Xiaoshuang Yin, Barry D Van Veen
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Scalable Vector Representation for Topological Data Analysis Based Classification
Tananun Songdechakraiwut, Bryan M Krause, Matthew I Banks, Kirill V Nourski, Barry D Van Veen
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Fast topological clustering with Wasserstein distance
Tananun Songdechakraiwut, Bryan M Krause, Matthew I Banks, Kirill V Nourski, Barry D Van Veen
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone

Co-Authors