Declan Iain Campbell

PhD student, Princeton University

Joined

September 2023

Names

Declan Iain Campbell (Preferred)

Emails

****@princeton.edu (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

PhD student

Princeton University (princeton.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Jonathan Cohen

Present

Expertise

No areas of expertise listed

Publications

Understanding Task Representations in Neural Networks via Bayesian Ablation
Andrew Joohun Nam, Declan Iain Campbell, Thomas L. Griffiths, Jonathan D. Cohen, Sarah-Jane Leslie
- CLeaR 2026 Poster
- Readers: Everyone
Visual symbolic mechanisms: Emergent symbol processing in Vision Language Models
Rim Assouel, Declan Iain Campbell, Yoshua Bengio, Taylor Whittington Webb
- ICLR 2026 Oral
- Readers: Everyone
Visual serial processing deficits explain divergences in human and VLM reasoning
Nicholas Budny, Kia Ghods, Declan Iain Campbell, Raja Marjieh, Amogh Joshi, Sreejan Kumar, Jonathan D. Cohen, Taylor Whittington Webb, Thomas L. Griffiths
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Binding Visual Features Point by Point
Udith Haputhanthri, Declan Iain Campbell, Jonathan D. Cohen, Taylor Whittington Webb
- Submitted to ICLR 2026
- Readers: Everyone
Bound by semanticity: universal laws governing the generalization-identification tradeoff
Marco Nurisso, Jesseba Fernando, Raj Deshpande, Alan Perotti, Raja Marjieh, Steven M Frankland, Richard Lewis, Taylor Whittington Webb, Declan Iain Campbell, Francesco Vaccarino, Jonathan D. Cohen, Giovanni Petri
- ICLR 2026 Poster
- Readers: Everyone
Just-in-time and distributed task representations in language models
Yuxuan Li, Declan Iain Campbell, Stephanie C.Y. Chan, Andrew Kyle Lampinen
- Submitted to ICLR 2026
- Readers: Everyone
Visual symbolic mechanisms: Emergent symbol processing in vision language models
Rim Assouel, Declan Iain Campbell, Taylor Whittington Webb
- CogInterp @ NeurIPS 2025 Poster
- Readers: Everyone
Just-in-time and distributed task representations in language models
Yuxuan Li, Declan Iain Campbell, Stephanie C.Y. Chan, Andrew Kyle Lampinen
- Mech Interp Workshop (NeurIPS 2025) Spotlight
- Readers: Everyone
Understanding task representations in neural networks via Bayesian ablation
Andrew Joohun Nam, Declan Iain Campbell, Thomas L. Griffiths, Jonathan D. Cohen, Sarah-Jane Leslie
- ICLR 2025 Re-Align Workshop Poster
- Readers: Everyone
Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models
Yukang Yang, Declan Iain Campbell, Kaixuan Huang, Mengdi Wang, Jonathan D. Cohen, Taylor Whittington Webb
- ICML 2025 poster
- Readers: Everyone

View all 16 publications

Co-Authors

View all 38 co-authors