Alexander Long

19 papers A* 4A 1B 1C 2Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AsyncMesh: Fully Asynchronous Optimization for Data and Pipeline Parallelism. CoRR Thalaiyasingam Ajanthan, Sameera Ramasinghe, Gil Avraham, Hadi Mohaghegh Dolatabadi, Chamin Hewa Koneputugodage, Violetta Shevchenko, Yan Zuo, Alexander Long
2026	J	`jnl`	NuMuon: Nuclear-Norm-Constrained Muon for Compressible LLM Training. CoRR Hadi Mohaghegh Dolatabadi, Thalaiyasingam Ajanthan, Sameera Ramasinghe, Chamin Hewa Koneputugodage, Shamane Siriwardhana, Violetta Shevchenko, Karol Pajak, James Snewin, Gil Avraham, Alexander Long
2026	J	`jnl`	SENTINEL: Stagewise Integrity Verification for Pipeline Parallel Decentralized Training. CoRR Hadi Mohaghegh Dolatabadi, Thalaiyasingam Ajanthan, Sameera Ramasinghe, Chamin Hewa Koneputugodage, Gil Avraham, Yan Zuo, Violetta Shevchenko, Alexander Long
2025	A*	`conf`	Nesterov Method for Asynchronous Pipeline Parallel Optimization. ICML Thalaiyasingam Ajanthan, Sameera Ramasinghe, Yan Zuo, Gil Avraham, Alexander Long
2025	J	`jnl`	Nesterov Method for Asynchronous Pipeline Parallel Optimization. CoRR Thalaiyasingam Ajanthan, Sameera Ramasinghe, Yan Zuo, Gil Avraham, Alexander Long
2025	J	`jnl`	Protocol Models: Scaling Decentralized Training with Communication-Efficient Model Parallelism. CoRR Sameera Ramasinghe, Thalaiyasingam Ajanthan, Gil Avraham, Yan Zuo, Alexander Long
2024	J	`jnl`	A Sampling Theory Perspective on Activations for Implicit Neural Representations. CoRR Hemanth Saratchandran, Sameera Ramasinghe, Violetta Shevchenko, Alexander Long, Simon Lucey
2024	A*	`conf`	A sampling theory perspective on activations for implicit neural representations. ICML Hemanth Saratchandran, Sameera Ramasinghe, Violetta Shevchenko, Alexander Long, Simon Lucey
2024	A	`conf`	LipAT: Beyond Style Transfer for Controllable Neural Simulation of Lipstick using Cosmetic Attributes. WACV Amila Silva, Olga Moskvyak, Alexander Long, Ravi Garg, Stephen Gould, Gil Avraham, Anton van den Hengel
2024	J	`jnl`	Protocol Learning, Decentralized Frontier Risk and the No-Off Problem. CoRR Alexander Long
2024	J	`jnl`	ShellCollect: A Framework for Smart Precision Shellfish Harvesting Using Data Collection Path Planning. IEEE Access 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, Yang Tao
2022	—	`—`	External Nonparametric Memory in Deep Learning. Alexander Long
2022	J	`jnl`	Fast and Data Efficient Reinforcement Learning from Pixels via Non-Parametric Value Approximation. CoRR Alexander Long, Alan Blair, Herke van Hoof
2022	A*	`conf`	Fast and Data Efficient Reinforcement Learning from Pixels via Non-parametric Value Approximation. AAAI Alexander Long, Alan Blair, Herke van Hoof
2022	A*	`conf`	Retrieval Augmented Classification for Long-Tail Visual Recognition. CVPR Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel
2022	J	`jnl`	Retrieval Augmented Classification for Long-Tail Visual Recognition. CoRR Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel
2021	B	`conf`	Spatial Dimensions of Algorithmic Transparency: A Summary. SSTD Jayant Gupta, Alexander Long, Corey Kewei Xu, Tian Tang, Shashi Shekhar
2014	C	`conf`	Detecting malware samples with similar image sets. VizSEC Alexander Long, Joshua Saxe, Robert Gove
2014	C	`conf`	SEEM: a scalable visualization for comparing multiple large sets of attributes for malware analysis. VizSEC Robert Gove, Joshua Saxe, Sigfried Gold, Alexander Long, Giacomo Bergamo