Showing 1–20 of 40 results
/ Date/ Name
Dec 31, 2024FedCod: An Efficient Communication Protocol for Cross-Silo Federated Learning with CodingMay 23, 2025DASH: Input-Aware Dynamic Layer Skipping for Efficient LLM Inference with Markov Decision PoliciesMay 23, 2025LCD: Advancing Extreme Low-Bit Clustering for Large Language Models via Knowledge DistillationMar 20, 2025ALLMod: Exploring $\underline{\mathbf{A}}$rea-Efficiency of $\underline{\mathbf{L}}$UT-based $\underline{\mathbf{L}}$arge Number $\underline{\mathbf{Mod}}$ular Reduction via Hybrid WorkloadsMar 9, 2026FedMomentum: Preserving LoRA Training Momentum in Federated Fine-TuningApr 15, 2026Calibrated Speculative Decoding: Frequency-Guided Candidate Selection for Efficient InferenceJul 1, 2023FedCP: Separating Feature Information for Personalized Federated Learning via Conditional PolicyJan 27, 2025THOR: A Generic Energy Estimation Approach for On-Device TrainingMar 13, 2025Samoyeds: Accelerating MoE Models with Structured Sparsity Leveraging Sparse Tensor CoresJul 22, 2024Poisoning with A Pill: Circumventing Detection in Federated LearningNov 11, 2025SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs QuantizationDec 2, 2022FedALA: Adaptive Local Aggregation for Personalized Federated LearningMar 17, 2024CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient InversionMay 22, 2025STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial OptimizationJul 2, 2025Dissecting the Impact of Mobile DVFS Governors on LLM Inference Performance and Energy EfficiencyNov 5, 2025LaMoS: Enabling Efficient Large Number Modular Multiplication through SRAM-based CiM AccelerationNov 10, 2025QUARK: Quantization-Enabled Circuit Sharing for Transformer Acceleration by Exploiting Common Patterns in Nonlinear OperationsFeb 28, 2026Do We Need Tensor Cores for Stencil Computations?Feb 16, 2026pFedNavi: Structure-Aware Personalized Federated Vision-Language Navigation for Embodied AIApr 27, 2019A Novel Fuzzy Search Approach over Encrypted Data with Improved Accuracy and Efficiency