Charles O'Neill
Scholar

Charles O'Neill

Google Scholar ID: -P4K8hsAAAAJ
Incoming DPhil in ML @ Oxford | CTO @ Parsed | Prev. Maths + CS (Honours) @ ANU
machine learningartificial intelligencenatural language processing
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
112
 
H-index
7
 
i10-index
4
 
Publications
20
 
Co-authors
10
list available
Contact
Emailcponeill00@gmail.com
Publications
7 items
Procedural Generation of Algorithm Discovery Tasks in Machine Learning
2026
Cited
0
Resurrecting the Salmon: Rethinking Mechanistic Interpretability with Domain-Specific Sparse Autoencoders
2025
Cited
0
A Single Direction of Truth: An Observer Model's Linear Residual Probe Exposes and Steers Contextual Hallucinations
2025
Cited
0
Sparks of Science: Hypothesis Generation Using Structured Paper Data
2025
Cited
0
From superposition to sparse codes: interpretable representations in neural networks
2025
Cited
0
Self-Attention as a Parametric Endofunctor: A Categorical Framework for Transformer Architectures
2025
Cited
0
Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
10 total
Thang D Bui
Thang D Bui
Lecturer, Australian National University
Jack William Miller
Jack William Miller
CTO & Co-Founder of HelmGuard AI (prev. ANU)
Kartheik Iyer
Kartheik Iyer
NHFP Hubble Fellow @ Columbia University
Yuan-Sen Ting (丁源森)
Yuan-Sen Ting (丁源森)
The Ohio State University
Co-author 5
Co-author 5
David Klindt
David Klindt
Cold Spring Harbor Laboratory
Omri Azencot
Omri Azencot
Senior Lecturer (Assistant Professor) of Computer Science, BGU
Co-author 8
Co-author 8