| A Simple Sparse Matrix Vector Multiplication Approach to Padded Convolution | Nov 29, 2024 | CPUGPU | CodeCode Available | 0 |
| Improving Accuracy and Generalization for Efficient Visual Tracking | Nov 28, 2024 | CPUTest-time Adaptation | —Unverified | 0 |
| An Integrated Artificial Intelligence Operating System for Advanced Low-Altitude Aviation Applications | Nov 28, 2024 | Computational EfficiencyCPU | —Unverified | 0 |
| A Runtime-Adaptive Transformer Neural Network Accelerator on FPGAs | Nov 27, 2024 | Computational EfficiencyCPU | CodeCode Available | 0 |
| KVPR: Efficient LLM Inference with I/O-Aware KV Cache Partial Recomputation | Nov 26, 2024 | CPUGPU | CodeCode Available | 0 |
| A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference | Nov 25, 2024 | CPUGPU | —Unverified | 0 |
| Plastic Arbor: a modern simulation framework for synaptic plasticity x2013 from single synapses to networks of morphological neurons | Nov 25, 2024 | CPUGPU | CodeCode Available | 0 |
| OPMOS: Ordered Parallel Algorithm for Multi-Objective Shortest-Paths | Nov 25, 2024 | AttributeCPU | —Unverified | 0 |
| SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution | Nov 23, 2024 | CPU | —Unverified | 0 |
| Deep operator network models for predicting post-burn contraction | Nov 21, 2024 | CPUGPU | —Unverified | 0 |
| MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs | Nov 18, 2024 | Computational EfficiencyCPU | —Unverified | 0 |
| Generative AI on the Edge: Architecture and Performance Evaluation | Nov 18, 2024 | CPURaspberry Pi 5 | —Unverified | 0 |
| Llama Guard 3-1B-INT4: Compact and Efficient Safeguard for Human-AI Conversations | Nov 18, 2024 | CPU | —Unverified | 0 |
| Towards Accurate and Efficient Sub-8-Bit Integer Training | Nov 17, 2024 | CPUGPU | —Unverified | 0 |
| Pie: Pooling CPU Memory for LLM Inference | Nov 14, 2024 | CPUGPU | —Unverified | 0 |
| Offline Adaptation of Quadruped Locomotion using Diffusion Models | Nov 13, 2024 | CPU | CodeCode Available | 0 |
| Input-Based Ensemble-Learning Method for Dynamic Memory Configuration of Serverless Computing Functions | Nov 12, 2024 | CPUEnsemble Learning | —Unverified | 0 |
| TinyML Security: Exploring Vulnerabilities in Resource-Constrained Machine Learning Systems | Nov 11, 2024 | CPUEdge-computing | —Unverified | 0 |
| Project Tracyn: Generative Artificial Intelligence based Peripherals Trace Synthesizer | Nov 10, 2024 | CPU | —Unverified | 0 |
| P-MOSS: Learned Scheduling For Indexes Over NUMA Servers Using Low-Level Hardware Statistics | Nov 5, 2024 | CPUScheduling | —Unverified | 0 |
| DeepContext: A Context-aware, Cross-platform, and Cross-framework Tool for Performance Profiling and Analysis of Deep Learning Workloads | Nov 5, 2024 | CPUDeep Learning | —Unverified | 0 |
| Map++: Towards User-Participatory Visual SLAM Systems with Efficient Map Expansion and Sharing | Nov 4, 2024 | CPU | —Unverified | 0 |
| AI-Ready Energy Modelling for Next Generation RAN | Nov 4, 2024 | CPU | CodeCode Available | 0 |
| NEO: Saving GPU Memory Crisis with CPU Offloading for Online LLM Inference | Nov 2, 2024 | Code GenerationCPU | CodeCode Available | 0 |
| DynaSplit: A Hardware-Software Co-Design Framework for Energy-Aware Inference on Edge | Oct 31, 2024 | CPUScheduling | —Unverified | 0 |
