| A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking | Oct 14, 2022 | BenchmarkingGPU | CodeCode Available | 1 |
| AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks | Oct 14, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| WaveMix-Lite: A Resource-efficient Neural Network for Image Analysis | Oct 13, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| Latency-aware Spatial-wise Dynamic Networks | Oct 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
| Noise-Robust De-Duplication at Scale | Oct 9, 2022 | ArticlesGPU | CodeCode Available | 1 |
| Online Training Through Time for Spiking Neural Networks | Oct 9, 2022 | Event data classificationGesture Recognition | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Transformers into Decaying Fast Weights | Oct 9, 2022 | GPU | CodeCode Available | 1 |
| DreamShard: Generalizable Embedding Table Placement for Recommender Systems | Oct 5, 2022 | GPURecommendation Systems | CodeCode Available | 1 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 |
| An In-depth Study of Stochastic Backpropagation | Sep 30, 2022 | GPUimage-classification | CodeCode Available | 1 |