Matthew Lau

12 papers A* 1A 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
3D Gaussian Splat Vulnerabilities.
CoRR
Matthew Hull, Haoyang Yang, Pratham Mehta, Mansi Phute, Aeree Cho, Haoran Wang, Matthew Lau, Wenke Lee, Willian T. Lunardi, Martin Andreoni, Polo Chau
2025 J jnl
Bridging Unsupervised and Semi-Supervised Anomaly Detection: A Theoretically-Grounded and Practical Framework with Synthetic Anomalies.
CoRR
Matthew Lau, Tian-Yi Zhou, Xiangchi Yuan, Jizhou Chen, Wenke Lee, Xiaoming Huo
2025 J jnl
ComplicitSplat: Downstream Models are Vulnerable to Blackbox Attacks by 3D Gaussian Splat Camouflages.
CoRR
Matthew Hull, Haoyang Yang, Pratham Mehta, Mansi Phute, Aeree Cho, Haoran Wang, Matthew Lau, Wenke Lee, Willian T. Lunardi, Martin Andreoni, Polo Chau
2025 A* conf
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering.
IJCAI
Matthew Hull, Haoran Wang, Matthew Lau, Alec Helbling, Mansi Phute, Chao Zhang, Zsolt Kira, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau
2024 — conf
Geometric Implications of Classification on Reducing Open Space Risk.
Tiny Papers @ ICLR
Matthew Lau, Leyan Pan, Stefan Davidov, Athanasios P. Meliopoulos, Wenke Lee
2024 J jnl
Non-Robust Features are Not Always Useful in One-Class Classification.
CoRR
Matthew Lau, Haoran Wang, Alec Helbling, Matthew Hull, Shengyun Peng, Martin Andreoni, Willian T. Lunardi, Wenke Lee
2024 J jnl
Optimal Classification-based Anomaly Detection with Neural Networks: Theory and Practice.
CoRR
Tian-Yi Zhou, Matthew Lau, Jizhou Chen, Wenke Lee, Xiaoming Huo
2024 A conf
Physics-Assisted Explainable Anomaly Detection in Power Systems.
ECAI
Matthew Lau, Fahad Alsaeed, Kayla Thames, Nano Suresettakul, Saman A. Zonouz, Wenke Lee, Athanasios P. Meliopoulos
2024 J jnl
Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection.
Trans. Mach. Learn. Res.
Matthew Lau, Ismaïla Seck, Athanasios P. Meliopoulos, Wenke Lee, Eugène Ndiaye
2023 — conf
AICRID: AI-Empowered CR For Interior Design.
ISMAR-Adjunct
Jin Qi Yeo, Yidi Wang, Shawn Tanary, Jiaxuan Cheng, Matthew Lau, Aik Beng Ng, Frank Guan
2023 J jnl
Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection.
CoRR
Matthew Lau, Ismaïla Seck, Athanasios P. Meliopoulos, Wenke Lee, Eugène Ndiaye
2022 J jnl
Active Distribution System Coordinated Control Method via Artificial Intelligence.
CoRR
Matthew Lau, Kayla Thames, Sakis Meliopoulos