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gpu computing

46 papers

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Co-occurring keywords

parallel computing (146) gpu acceleration (44) distributed training (188) convolutional neural network (4226) parallel algorithm (79) graphics processing unit (14) neural network (6616) gpu implementation (5) automatic differentiation (77) neural network optimization (1293)

Papers

FusedRec: Fused Embedding Communication for Distributed Recommendation Training on GPUs AAAI 2026
A Parallel CPU-GPU Framework for Batching Heuristic Operations in Depth-First Heuristic Search AAAI 2026
GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia JMLR 2025
Column-Oriented Datalog on the GPU AAAI 2025
Superfast Configuration-Space Convex Set Computation on GPUs for Online Motion Planning RSS 2025
Building Massive MIMO Baseband Processing on a Single-Node Supercomputer NSDI 2025
Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUs AAAI 2025
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision NIPS 2024
GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models ICML 2023
A Combinatorial Algorithm for Approximating the Optimal Transport in the Parallel and MPC Settings NIPS 2023
Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023
tntorch: Tensor Network Learning with PyTorch JMLR 2022
A Variant of Concurrent Constraint Programming on GPU AAAI 2022
Optimization for Classical Machine Learning Problems on the GPU AAAI 2022
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems NIPS 2022
Giga-scale Kernel Matrix-Vector Multiplication on GPU NIPS 2022
FastDOG: Fast Discrete Optimization on GPU CVPR 2022
RAMA: A Rapid Multicut Algorithm on GPU CVPR 2022
WarpDrive: Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU JMLR 2022
Kernel Operations on the GPU, with Autodiff, without Memory Overflows JMLR 2021
A Streaming Approach For Efficient Batched Beam Search EMNLP 2020
ThunderGBM: Fast GBDTs and Random Forests on GPUs JMLR 2020
GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification NIPS 2020
Accelerating Reinforcement Learning through GPU Atari Emulation NIPS 2020
Balanced Sparsity for Efficient DNN Inference on GPU AAAI 2019