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Showing 501–550 of 2231 papers

TitleStatusHype
MPRM: A Markov Path-based Rule Miner for Efficient and Interpretable Knowledge Graph Reasoning—0
A Heuristic Algorithm Based on Beam Search and Iterated Local Search for the Maritime Inventory Routing Problem—0
Scalability of Reinforcement Learning Methods for Dispatching in Semiconductor Frontend Fabs: A Comparison of Open-Source Models with Real Industry Datasets—0
From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification—0
Single-shot prediction of parametric partial differential equations—0
Lossless Compression for LLM Tensor Incremental Snapshots—0
Benchmarking of CPU-intensive Stream Data Processing in The Edge Computing Systems—0
Bang for the Buck: Vector Search on Cloud CPUs—0
FloE: On-the-Fly MoE Inference on Memory-constrained GPU—0
Challenging GPU Dominance: When CPUs Outperform for On-Device LLM Inference—0
Edge-GPU Based Face Tracking for Face Detection and Recognition Acceleration—0
Plexus: Taming Billion-edge Graphs with 3D Parallel GNN Training—0
Supporting renewable energy planning and operation with data-driven high-resolution ensemble weather forecast—0
The Unreasonable Effectiveness of Discrete-Time Gaussian Process Mixtures for Robot Policy Learning—0
RetroInfer: A Vector-Storage Approach for Scalable Long-Context LLM Inference—0
Spill The Beans: Exploiting CPU Cache Side-Channels to Leak Tokens from Large Language Models—0
GPRat: Gaussian Process Regression with Asynchronous TasksCode0
Towards Easy and Realistic Network Infrastructure Testing for Large-scale Machine Learning—0
Accelerated 3D-3D rigid registration of echocardiographic images obtained from apical window using particle filter—0
GPU accelerated program synthesis: Enumerate semantics, not syntax!—0
On-Device Qwen2.5: Efficient LLM Inference with Model Compression and Hardware Acceleration—0
Dynamic Superblock Pruning for Fast Learned Sparse Retrieval—0
Blockchain Meets Adaptive Honeypots: A Trust-Aware Approach to Next-Gen IoT Security—0
ThyroidEffi 1.0: A Cost-Effective System for High-Performance Multi-Class Thyroid Carcinoma Classification—0
MetaDSE: A Few-shot Meta-learning Framework for Cross-workload CPU Design Space Exploration—0
NNTile: a machine learning framework capable of training extremely large GPT language models on a single node—0
Characterizing and Optimizing LLM Inference Workloads on CPU-GPU Coupled Architectures—0
BitNet b1.58 2B4T Technical Report—0
MULTI-LF: A Unified Continuous Learning Framework for Real-Time DDoS Detection in Multi-Environment Networks—0
OVERLORD: Ultimate Scaling of DataLoader for Multi-Source Large Foundation Model Training—0
Understanding and Optimizing Multi-Stage AI Inference Pipelines—0
Wavefront Estimation From a Single Measurement: Uniqueness and Algorithms—0
aweSOM: a CPU/GPU-accelerated Self-organizing Map and Statistically Combined Ensemble Framework for Machine-learning Clustering Analysis—0
Automatic Detection of Intro and Credits in Video using CLIP and Multihead Attention—0
Towards On-Device Learning and Reconfigurable Hardware Implementation for Encoded Single-Photon Signal Processing—0
MoE-Lens: Towards the Hardware Limit of High-Throughput MoE LLM Serving Under Resource Constraints—0
WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care—0
PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home ClustersCode0
IAEmu: Learning Galaxy Intrinsic Alignment CorrelationsCode0
Accurate GPU Memory Prediction for Deep Learning Jobs through Dynamic Analysis—0
MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism—0
Exploring energy consumption of AI frameworks on a 64-core RV64 Server CPU—0
Accelerating IoV Intrusion Detection: Benchmarking GPU-Accelerated vs CPU-Based ML Libraries—0
SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching—0
SCRec: A Scalable Computational Storage System with Statistical Sharding and Tensor-train Decomposition for Recommendation Models—0
Solving the Best Subset Selection Problem via Suboptimal AlgorithmsCode0
GPU-centric Communication Schemes for HPC and ML Applications—0
Deep Learning Model Deployment in Multiple Cloud Providers: an Exploratory Study Using Low Computing Power Environments—0
Concorde: Fast and Accurate CPU Performance Modeling with Compositional Analytical-ML Fusion—0
Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time—0
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