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| Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) | Feb 9, 2025 | BenchmarkingCPU | —Unverified | 0 |
| Klotski: Efficient Mixture-of-Expert Inference via Expert-Aware Multi-Batch Pipeline | Feb 9, 2025 | CPUGPU | CodeCode Available | 0 |
| fMoE: Fine-Grained Expert Offloading for Large Mixture-of-Experts Serving | Feb 7, 2025 | CPUGPU | —Unverified | 0 |
| VistaFlow: Photorealistic Volumetric Reconstruction with Dynamic Resolution Management via Q-Learning | Feb 5, 2025 | CPUManagement | —Unverified | 0 |
| Unrealized Expectations: Comparing AI Methods vs Classical Algorithms for Maximum Independent Set | Feb 5, 2025 | Combinatorial OptimizationCPU | —Unverified | 0 |
| Accessible and Portable LLM Inference by Compiling Computational Graphs into SQL | Feb 5, 2025 | CPU | —Unverified | 0 |
| Ilargi: a GPU Compatible Factorized ML Model Training Framework | Feb 4, 2025 | Computational EfficiencyCPU | —Unverified | 0 |
| Impulsive Relative Motion Control with Continuous-Time Constraint Satisfaction for Cislunar Space Missions | Jan 31, 2025 | CPU | —Unverified | 0 |
| DeepExtractor: Time-domain reconstruction of signals and glitches in gravitational wave data with deep learning | Jan 30, 2025 | CPU | —Unverified | 0 |
| adabmDCA 2.0 -- a flexible but easy-to-use package for Direct Coupling Analysis | Jan 30, 2025 | CPUGPU | CodeCode Available | 0 |
| Smart Cubing for Graph Search: A Comparative Study | Jan 27, 2025 | CPU | —Unverified | 0 |
| Return of the Encoder: Maximizing Parameter Efficiency for SLMs | Jan 27, 2025 | Computational EfficiencyCPU | CodeCode Available | 1 |
| Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering | Jan 23, 2025 | CPURetrieval | —Unverified | 0 |
| STMDNet: A Lightweight Directional Framework for Motion Pattern Recognition of Tiny Targets | Jan 22, 2025 | CPUMotion Detection | CodeCode Available | 0 |
| HEPPO: Hardware-Efficient Proximal Policy Optimization -- A Universal Pipelined Architecture for Generalized Advantage Estimation | Jan 22, 2025 | CPUGPU | —Unverified | 0 |
| Multi-Tenant SmartNICs for In-Network Preprocessing of Recommender Systems | Jan 21, 2025 | CPURecommendation Systems | —Unverified | 0 |
| Sublinear Variational Optimization of Gaussian Mixture Models with Millions to Billions of Parameters | Jan 21, 2025 | CPU | —Unverified | 0 |
| Glinthawk: A Two-Tiered Architecture for Offline LLM Inference | Jan 20, 2025 | CPULanguage Modeling | CodeCode Available | 1 |
| MOFA: Discovering Materials for Carbon Capture with a GenAI- and Simulation-Based Workflow | Jan 18, 2025 | CPUGPU | —Unverified | 0 |
| No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling | Jan 18, 2025 | CPUGPU | —Unverified | 0 |
| PixelBrax: Learning Continuous Control from Pixels End-to-End on the GPU | Jan 16, 2025 | Benchmarkingcontinuous-control | CodeCode Available | 0 |
| The Streaming Batch Model for Efficient and Fault-Tolerant Heterogeneous Execution | Jan 16, 2025 | CPUGPU | —Unverified | 0 |
| Towards Lightweight and Stable Zero-shot TTS with Self-distilled Representation Disentanglement | Jan 15, 2025 | Computational EfficiencyCPU | —Unverified | 0 |
| Keras Sig: Efficient Path Signature Computation on GPU in Keras 3 | Jan 14, 2025 | BenchmarkingC++ code | —Unverified | 0 |
| A Federated Deep Learning Framework for Cell-Free RSMA Networks | Jan 13, 2025 | CPUDeep Learning | —Unverified | 0 |
| TakuNet: an Energy-Efficient CNN for Real-Time Inference on Embedded UAV systems in Emergency Response Scenarios | Jan 10, 2025 | Aerial Scene ClassificationCPU | CodeCode Available | 2 |
| Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing | Jan 9, 2025 | Bayesian OptimizationCPU | —Unverified | 0 |
| TimeRL: Efficient Deep Reinforcement Learning with Polyhedral Dependence Graphs | Jan 9, 2025 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| A GPU Implementation of Multi-Guiding Spark Fireworks Algorithm for Efficient Black-Box Neural Network Optimization | Jan 7, 2025 | Computational EfficiencyCPU | CodeCode Available | 0 |
| Finite Element Method for HJB in Option Pricing with Stock Borrowing Fees | Jan 4, 2025 | CPU | —Unverified | 0 |
| Predicting two-dimensional spatiotemporal chaotic patterns with optimized high-dimensional hybrid reservoir computing | Jan 4, 2025 | CPUPrediction | —Unverified | 0 |
| Learning from Ambiguous Data with Hard Labels | Jan 3, 2025 | CPU | —Unverified | 0 |
| FED: Fast and Efficient Dataset Deduplication Framework with GPU Acceleration | Jan 2, 2025 | CPUGPU | CodeCode Available | 0 |
| Minimal Interaction Seperated Tuning: A New Paradigm for Visual Adaptation | Jan 1, 2025 | CPUGPU | —Unverified | 0 |
| Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization | Dec 31, 2024 | CPUIncremental Learning | CodeCode Available | 0 |
| Human-like Bots for Tactical Shooters Using Compute-Efficient Sensors | Dec 30, 2024 | CPUImitation Learning | —Unverified | 0 |
| FPGA-based Acceleration of Neural Network for Image Classification using Vitis AI | Dec 30, 2024 | 3D ReconstructionCPU | —Unverified | 0 |
| Dynamic Optimization of Storage Systems Using Reinforcement Learning Techniques | Dec 29, 2024 | CPUQ-Learning | —Unverified | 0 |
| Pushing the Envelope of Low-Bit LLM via Dynamic Error Compensation | Dec 28, 2024 | CPUGPU | —Unverified | 0 |
| Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms | Dec 27, 2024 | CPUGPU | —Unverified | 0 |
| Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference | Dec 25, 2024 | CPUGPU | —Unverified | 0 |
| TPCH: Tensor-interacted Projection and Cooperative Hashing for Multi-view Clustering | Dec 25, 2024 | ClusteringCPU | CodeCode Available | 0 |
| High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant Spaces | Dec 24, 2024 | CPUTensor Decomposition | CodeCode Available | 0 |
| Unsupervised Learning Approach for Beamforming in Cell-Free Integrated Sensing and Communication | Dec 24, 2024 | CPUIntegrated sensing and communication | —Unverified | 0 |
| Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation Models | Dec 23, 2024 | CPU | CodeCode Available | 9 |
| Power- and Fragmentation-aware Online Scheduling for GPU Datacenters | Dec 23, 2024 | CPUGPU | CodeCode Available | 0 |
| Hybrid Network- and User-Centric Scalable Cell-Free Massive MIMO for Fronthaul Signaling Minimization | Dec 20, 2024 | CPU | CodeCode Available | 0 |
| WebLLM: A High-Performance In-Browser LLM Inference Engine | Dec 20, 2024 | CPUGPU | CodeCode Available | 11 |
| Energy consumption of code small language models serving with runtime engines and execution providers | Dec 19, 2024 | Code GenerationCPU | —Unverified | 0 |