| AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction | Nov 19, 2024 | GPUQuestion Answering | —Unverified | 0 |
| Automated 3D Physical Simulation of Open-world Scene with Gaussian Splatting | Nov 19, 2024 | 3D GenerationGPU | —Unverified | 0 |
| Graph Retention Networks for Dynamic Graphs | Nov 18, 2024 | GPUGraph Learning | CodeCode Available | 0 |
| Modeling Multivariable High-resolution 3D Urban Microclimate Using Localized Fourier Neural Operator | Nov 18, 2024 | GPU | —Unverified | 0 |
| MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs | Nov 18, 2024 | Computational EfficiencyCPU | —Unverified | 0 |
| LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models | Nov 18, 2024 | GPU | —Unverified | 0 |
| Towards Accurate and Efficient Sub-8-Bit Integer Training | Nov 17, 2024 | CPUGPU | —Unverified | 0 |
| NeuroNURBS: Learning Efficient Surface Representations for 3D Solids | Nov 16, 2024 | GPURepresentation Learning | —Unverified | 0 |
| Improving training time and GPU utilization in geo-distributed language model training | Nov 16, 2024 | GPULanguage Modeling | —Unverified | 0 |
| MDHP-Net: Detecting an Emerging Time-exciting Threat in IVN | Nov 15, 2024 | DiagnosticGPU | —Unverified | 0 |
| TEESlice: Protecting Sensitive Neural Network Models in Trusted Execution Environments When Attackers have Pre-Trained Models | Nov 15, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Pie: Pooling CPU Memory for LLM Inference | Nov 14, 2024 | CPUGPU | —Unverified | 0 |
| SANDWICH: Towards an Offline, Differentiable, Fully-Trainable Wireless Neural Ray-Tracing Surrogate | Nov 13, 2024 | Decision MakingGPU | CodeCode Available | 0 |
| On Adapting Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction | Nov 12, 2024 | DeblurringGPU | —Unverified | 0 |
| Optimizing LLM Inference for Database Systems: Cost-Aware Scheduling for Concurrent Requests | Nov 12, 2024 | Decision MakingGPU | —Unverified | 0 |
| FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training | Nov 12, 2024 | GPU | CodeCode Available | 0 |
| OpenThaiGPT 1.5: A Thai-Centric Open Source Large Language Model | Nov 11, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Accelerating Large Language Model Training with 4D Parallelism and Memory Consumption Estimator | Nov 10, 2024 | GPULanguage Modeling | —Unverified | 0 |
| KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models | Nov 9, 2024 | Document RankingGPU | —Unverified | 0 |
| Benchmarking 3D multi-coil NC-PDNet MRI reconstruction | Nov 8, 2024 | 3D ReconstructionBenchmarking | —Unverified | 0 |
| Hardware and Software Platform Inference | Nov 7, 2024 | GPULarge Language Model | —Unverified | 0 |
| PropNEAT -- Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks | Nov 6, 2024 | Binary ClassificationGPU | —Unverified | 0 |
| LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration | Nov 6, 2024 | GPUKnowledge Graphs | —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 |
| Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation | Nov 5, 2024 | GPUparameter-efficient fine-tuning | —Unverified | 0 |