SEEM: a scalable visualization for comparing multiple large sets of attributes for malware analysis. - Robert Gove; Joshua Saxe; Sigfried Gold; Alexander Long; Giacomo Bergamo (VizSEC, 2014)

Detecting malware samples with similar image sets. - Alexander Long; Joshua Saxe; Robert Gove (VizSEC, 2014)

Spatial Dimensions of Algorithmic Transparency: A Summary. - Jayant Gupta; Alexander Long; Corey Kewei Xu; Tian Tang; Shashi Shekhar 001 (SSTD, 2021)

Fast and Data Efficient Reinforcement Learning from Pixels via Non-parametric Value Approximation. - Alexander Long; Alan Blair; Herke van Hoof (AAAI, 2022)

Retrieval Augmented Classification for Long-Tail Visual Recognition. - Alexander Long; Wei Yin 006; Thalaiyasingam Ajanthan; Vu Nguyen; Pulak Purkait; Ravi Garg; Alan Blair; Chunhua Shen; Anton van den Hengel (CVPR, 2022)

External Nonparametric Memory in Deep Learning. - Alexander Long (2022)

A sampling theory perspective on activations for implicit neural representations. - Hemanth Saratchandran; Sameera Ramasinghe; Violetta Shevchenko; Alexander Long; Simon Lucey (ICML, 2024)

LipAT: Beyond Style Transfer for Controllable Neural Simulation of Lipstick using Cosmetic Attributes. - Amila Silva; Olga Moskvyak; Alexander Long; Ravi Garg; Stephen Gould; Gil Avraham; Anton van den Hengel (WACV, 2024)

ShellCollect: A Framework for Smart Precision Shellfish Harvesting Using Data Collection Path Planning. - Chiao-Yi Wang; Guru Nandhan Appiya Dilipkumar Peethambari; Yi-Ting Shen; Wei-Yu Chen; Sandip Sharan Senthil Kumar; Alexander Long; Alan Williams; Gudjon Magnusson; Allen Pattillo; Don Webster; Matthew Gray; Miao Yu 007; et al. (IEEE Access, 2024)

Protocol Learning, Decentralized Frontier Risk and the No-Off Problem. - Alexander Long (CoRR, 2024)

Nesterov Method for Asynchronous Pipeline Parallel Optimization. - Thalaiyasingam Ajanthan; Sameera Ramasinghe; Yan Zuo; Gil Avraham; Alexander Long (CoRR, 2025)

Protocol Models: Scaling Decentralized Training with Communication-Efficient Model Parallelism. - Sameera Ramasinghe; Thalaiyasingam Ajanthan; Gil Avraham; Yan Zuo; Alexander Long (CoRR, 2025)