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
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Citations & Impact
All-time
Citations
112
 
H-index
7
 
i10-index
4
 
Publications
20
 
Co-authors
10
list available
Contact
Emailcponeill00@gmail.com
Publications
8 items
Still: Amortized KV Cache Compaction in a Single Forward Pass
2026
Cited
0
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
Christine Ye
Christine Ye
Stanford University
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