| Hardware and Software Platform Inference | Nov 7, 2024 | GPULarge Language Model | —Unverified | 0 |
| Reducing Hyperparameter Tuning Costs in ML, Vision and Language Model Training Pipelines via Memoization-Awareness | Nov 6, 2024 | Bayesian OptimizationGPU | CodeCode Available | 0 |
| LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration | Nov 6, 2024 | GPUKnowledge Graphs | —Unverified | 0 |
| PropNEAT -- Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks | Nov 6, 2024 | Binary ClassificationGPU | —Unverified | 0 |
| Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation | Nov 5, 2024 | GPUparameter-efficient fine-tuning | —Unverified | 0 |
| "Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization | Nov 4, 2024 | GPULarge Language Model | —Unverified | 0 |
| Context Parallelism for Scalable Million-Token Inference | Nov 4, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Stochastic Communication Avoidance for Recommendation Systems | Nov 3, 2024 | Federated LearningGPU | —Unverified | 0 |
| Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models | Nov 2, 2024 | GPU | —Unverified | 0 |
| CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks | Nov 2, 2024 | GPU | —Unverified | 0 |
