Long, Alexander

13 publications

ICLRW 2025 Beyond Top-K: Structured Sparsification for Compression in Pipeline Parallel Sameera Ramasinghe, Thalaiyasingam Ajanthan, Gil Avraham, Yan Zuo, Alexander Long

ICLRW 2025 Exploring Asynchronism in SWARM Parallelism Yan Zuo, Gil Avraham, Thalaiyasingam Ajanthan, Sameera Ramasinghe, Alexander Long

NeurIPS 2025 Mixtures of Subspaces for Bandwidth Efficient Context Parallel Training Sameera Ramasinghe, Thalaiyasingam Ajanthan, Hadi Mohaghegh Dolatabadi, Gil Avraham, Violetta Shevchenko, Yan Zuo, Chamin P Hewa Koneputugodage, Alexander Long

ICLRW 2025 Momentum Look-Ahead for Asynchronous Distributed Low-Communication Training Thalaiyasingam Ajanthan, Sameera Ramasinghe, Gil Avraham, Yan Zuo, Alexander Long

ICML 2025 Nesterov Method for Asynchronous Pipeline Parallel Optimization Thalaiyasingam Ajanthan, Sameera Ramasinghe, Yan Zuo, Gil Avraham, Alexander Long

NeurIPS 2025 Subspace Networks: Scaling Decentralized Training with Communication-Efficient Model Parallelism Sameera Ramasinghe, Thalaiyasingam Ajanthan, Gil Avraham, Yan Zuo, Alexander Long

NeurIPS 2025 Unextractable Protocol Models: Collaborative Training and Inference Without Weight Materialization Alexander Long, Chamin P Hewa Koneputugodage, Thalaiyasingam Ajanthan, Yan Zuo, Gil Avraham, Violetta Shevchenko, Hadi Mohaghegh Dolatabadi, Sameera Ramasinghe

ICML 2024 A Sampling Theory Perspective on Activations for Implicit Neural Representations Hemanth Saratchandran, Sameera Ramasinghe, Violetta Shevchenko, Alexander Long, Simon Lucey

WACV 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

NeurIPSW 2024 Position Paper: Protocol Learning, Decentralized Frontier Risk and the No-Off Problem Alexander Long

ICLRW 2023 Modality-Aware Adaptation of Contrastive Language-Image Models Alexander Long, Thalaiyasingam Ajanthan, Anton van den Hengel

AAAI 2022 Fast and Data Efficient Reinforcement Learning from Pixels via Non-Parametric Value Approximation Alexander Long, Alan Blair, Herke van Hoof

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