| Semi-Dynamic Load Balancing: Efficient Distributed Learning in Non-Dedicated Environments | Jun 7, 2018 | CPUGPU | —Unverified | 0 | 0 |
| Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective | Feb 2, 2023 | GPUMixture-of-Experts | —Unverified | 0 | 0 |
| CompAct: Compressed Activations for Memory-Efficient LLM Training | Oct 20, 2024 | GPU | —Unverified | 0 | 0 |
| Fast DCTTS: Efficient Deep Convolutional Text-to-Speech | Apr 1, 2021 | Computational EfficiencyCPU | —Unverified | 0 | 0 |
| Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models | Oct 9, 2024 | GPU | —Unverified | 0 | 0 |
| Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization | Oct 19, 2021 | CPUGPU | —Unverified | 0 | 0 |
| Fast-COS: A Fast One-Stage Object Detector Based on Reparameterized Attention Vision Transformer for Autonomous Driving | Feb 11, 2025 | Autonomous DrivingComputational Efficiency | —Unverified | 0 | 0 |
| FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs | Dec 30, 2024 | GPUGraph Neural Network | —Unverified | 0 | 0 |
| Communication Optimization for Distributed Training: Architecture, Advances, and Opportunities | Mar 12, 2024 | GPU | —Unverified | 0 | 0 |
| Communication-Free Distributed GNN Training with Vertex Cut | Aug 6, 2023 | GPUNode Classification | —Unverified | 0 | 0 |
| Fast Back-Projection for Non-Line of Sight Reconstruction | Mar 6, 2017 | GPU | —Unverified | 0 | 0 |
| Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising | Jan 5, 2022 | Click-Through Rate PredictionCPU | —Unverified | 0 | 0 |
| ARAP-GS: Drag-driven As-Rigid-As-Possible 3D Gaussian Splatting Editing with Diffusion Prior | Apr 17, 2025 | 3DGSGPU | —Unverified | 0 | 0 |
| FastAttention: Extend FlashAttention2 to NPUs and Low-resource GPUs | Oct 22, 2024 | CPUGPU | —Unverified | 0 | 0 |
| Fast and Scalable Optimal Transport for Brain Tractograms | Jul 5, 2021 | GPU | —Unverified | 0 | 0 |
| A Random Gossip BMUF Process for Neural Language Modeling | Sep 19, 2019 | GPULanguage Modeling | —Unverified | 0 | 0 |
| Fast and Scalable Distributed Deep Convolutional Autoencoder for fMRI Big Data Analytics | Oct 24, 2017 | blind source separationDictionary Learning | —Unverified | 0 | 0 |
| Fast and Robust Hand Tracking Using Detection-Guided Optimization | Feb 12, 2016 | GPUPose Estimation | —Unverified | 0 | 0 |
| Fast and parallel decoding for transducer | Oct 31, 2022 | GPUspeech-recognition | —Unverified | 0 | 0 |
| Communication Contention Aware Scheduling of Multiple Deep Learning Training Jobs | Feb 24, 2020 | Deep LearningGPU | —Unverified | 0 | 0 |
| A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference | Nov 25, 2024 | CPUGPU | —Unverified | 0 | 0 |
| Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling | May 26, 2025 | GPUtext-to-speech | —Unverified | 0 | 0 |
| 3D helical CT Reconstruction with a Memory Efficient Learned Primal-Dual Architecture | May 24, 2022 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 | 0 |
| Fast and Efficient Once-For-All Networks for Diverse Hardware Deployment | Sep 29, 2021 | AllGPU | —Unverified | 0 | 0 |
| ComboNet: Combined 2D & 3D Architecture for Aorta Segmentation | Jun 9, 2020 | 3D ArchitectureGPU | —Unverified | 0 | 0 |
