Lachlan Simpson

15 papers Misc 3Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Algebraic Adversarial Attacks on Explainability Models.
CoRR
Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2025 — conf
Graph-Based Integrated Gradients for Explaining Graph Neural Networks.
AI (1)
Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2025 J jnl
Graph-based Integrated Gradients for Explaining Graph Neural Networks.
CoRR
Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2025 — conf
Probabilistic Lipschitzness and the Stable Rank for Measuring XAI Model Robustness.
AI (1)
Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2025 — conf
Riemannian Integrated Gradients: A Geometric View of Explainable AI.
GSI (1)
Federico Costanza, Lachlan Simpson
2025 J jnl
Riemannian Integrated Gradients: A Geometric View of Explainable AI.
CoRR
Federico Costanza, Lachlan Simpson
2025 J jnl
Tangentially Aligned Integrated Gradients for User-Friendly Explanations.
CoRR
Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2024 Misc conf
Algebraic Adversarial Attacks on Integrated Gradients.
ICMLC
Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2024 J jnl
Algebraic Adversarial Attacks on Integrated Gradients.
CoRR
Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2024 J jnl
Probabilistic Lipschitzness and the Stable Rank for Comparing Explanation Models.
CoRR
Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2024 — conf
Tangentially Aligned Integrated Gradients for User-Friendly Explanations.
AICS
Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2023 Misc conf
A Testbed for Automating and Analysing Mobile Devices and Their Applications.
ICMLC
Lachlan Simpson, Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim
2023 J jnl
A Testbed for Automating and Analysing Mobile Devices and their Applications.
CoRR
Lachlan Simpson, Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim
2021 Misc conf
Detecting Botnet Victims Through Graph-Based Machine Learning.
ICMLC
Kyle Millar, Lachlan Simpson, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim
2018 — conf
Solving the Problem of the "Gender Offenders": Using Criminal Network Analysis to Optimize Openness in Male Dominated Collaborative Networks.
DH
Deb Verhoeven, Katarzyna Musial, Stuart Palmer, Sarah Taylor, Lachlan Simpson, Vejune Zemaityte, Shaukat R. Abidi