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Showing 551–600 of 2231 papers

TitleStatusHype
PyGraph: Robust Compiler Support for CUDA Graphs in PyTorch—0
Adaptive Machine Learning for Resource-Constrained EnvironmentsCode0
V-Seek: Accelerating LLM Reasoning on Open-hardware Server-class RISC-V Platforms—0
SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs—0
BurTorch: Revisiting Training from First Principles by Coupling Autodiff, Math Optimization, and Systems—0
Audio Compression using Periodic Gabor with Biorthogonal Exchange: Implementation Using the Zak Transform—0
Robust Learning-Based Sparse Recovery for Device Activity Detection in Grant-Free Random Access Cell-Free Massive MIMO: Enhancing Resilience to Impairments—0
Sometimes Painful but Certainly Promising: Feasibility and Trade-offs of Language Model Inference at the Edge—0
Efficient Neural Clause-Selection Reinforcement—0
Are We There Yet? A Measurement Study of Efficiency for LLM Applications on Mobile Devices—0
Coordinated Energy-Trajectory Economic Model Predictive Control for Autonomous Surface Vehicles under Disturbances—0
HGO-YOLO: Advancing Anomaly Behavior Detection with Hierarchical Features and Lightweight Optimized Detection—0
The impact of external uncertainties on the extreme return connectedness between food, fossil energy, and clean energy markets—0
Spillover effects between climate policy uncertainty, energy markets, and food markets: A time-frequency analysis—0
LapSum -- One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection—0
Real-Time Semantic Segmentation of Aerial Images Using an Embedded U-Net: A Comparison of CPU, GPU, and FPGA Workflows—0
Partial Convolution Meets Visual Attention—0
Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum SystemsCode0
Deterministic Global Optimization of the Acquisition Function in Bayesian Optimization: To Do or Not To Do?—0
CoServe: Efficient Collaboration-of-Experts (CoE) Model Inference with Limited Memory—0
Evaluation of adaptive sampling methods in scenario generation for virtual safety impact assessment of pre-crash safety systems—0
AMPLE: Event-Driven Accelerator for Mixed-Precision Inference of Graph Neural Networks—0
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval—0
Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image EnhancementCode0
LLMs Have Rhythm: Fingerprinting Large Language Models Using Inter-Token Times and Network Traffic Analysis—0
AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs—0
SparseTransX: Efficient Training of Translation-Based Knowledge Graph Embeddings Using Sparse Matrix OperationsCode0
A Universal Framework for Compressing Embeddings in CTR PredictionCode0
Safe Beyond the Horizon: Efficient Sampling-based MPC with Neural Control Barrier Functions—0
Distributed U-net model and Image Segmentation for Lung Cancer Detection—0
Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective—0
Object-Pose Estimation With Neural Population Codes—0
On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation—0
A^2ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization—0
Robust 6DoF Pose Tracking Considering Contour and Interior Correspondence Uncertainty for AR Assembly Guidance—0
Representation Learning on Out of Distribution in Tabular Data—0
Weighted-Sum Energy Efficiency Maximization in User-Centric Uplink Cell-Free Massive MIMO—0
DVFS-Aware DNN Inference on GPUs: Latency Modeling and Performance Analysis—0
Crypto Miner Attack: GPU Remote Code Execution Attacks—0
Klotski: Efficient Mixture-of-Expert Inference via Expert-Aware Multi-Batch PipelineCode0
Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm)—0
fMoE: Fine-Grained Expert Offloading for Large Mixture-of-Experts Serving—0
VistaFlow: Photorealistic Volumetric Reconstruction with Dynamic Resolution Management via Q-Learning—0
Unrealized Expectations: Comparing AI Methods vs Classical Algorithms for Maximum Independent Set—0
Accessible and Portable LLM Inference by Compiling Computational Graphs into SQL—0
Ilargi: a GPU Compatible Factorized ML Model Training Framework—0
Impulsive Relative Motion Control with Continuous-Time Constraint Satisfaction for Cislunar Space Missions—0
adabmDCA 2.0 -- a flexible but easy-to-use package for Direct Coupling AnalysisCode0
DeepExtractor: Time-domain reconstruction of signals and glitches in gravitational wave data with deep learning—0
Smart Cubing for Graph Search: A Comparative Study—0
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