Efficient

DHP: Efficient Scaling of MLLM Training with Dynamic Hybrid Parallelism

• Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 25 Feb 2026] Title:DHP: Efficient Scaling of MLLM Training with Dynamic Hybrid Parallelism View PDF

Energy Efficient Federated Learning with Hyperdimensional Computing over Wireless Communication Networks

• Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 25 Feb 2026] Title:Energy Efficient Federated Learning with Hyperdimensional Computing over Wireless

EPSVec: Efficient and Private Synthetic Data Generation via Dataset Vectors

• Computer Science > Computation and Language [Submitted on 31 Jan 2026] Title:EPSVec: Efficient and Private Synthetic Data Generation via Dataset Vectors View PDF HTML (experiment

LLMTailor: A Layer-wise Tailoring Tool for Efficient Checkpointing of Large Language Models

• Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 25 Feb 2026] Title:LLMTailor: A Layer-wise Tailoring Tool for Efficient Checkpointing of Large Langu

Nexus: Efficient and Scalable Multi-Cell mmWave Baseband Processing with Heterogeneous Compute

• Computer Science > Networking and Internet Architecture [Submitted on 4 Sep 2025 (v1), last revised 25 Feb 2026 (this version, v2)] Title:Nexus: Efficient and Scalable Multi-Cell

Making Softmax More Efficient with NVIDIA Blackwell Ultra

• LLM context lengths are exploding, and architectures are moving toward complex attention schemes like Multi-Head Latent Attention (MLA) and Grouped Query Attention (GQA) • As a r

Quantum discovery could enable efficient battery-free, energy-harvesting devices

• Quantum discovery could enable efficient battery-free, energy-harvesting devices Quantum material converts ambient alternating signals into usable direct current without magnets

Heterogeneity-Aware Client Selection Methodology For Efficient Federated Learning

• Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 24 Feb 2026] Title:Heterogeneity-Aware Client Selection Methodology For Efficient Federated Learning

Semantic Parallelism: Redefining Efficient MoE Inference via Model-Data Co-Scheduling

• Computer Science > Machine Learning [Submitted on 6 Mar 2025 (v1), last revised 24 Feb 2026 (this version, v4)] Title:Semantic Parallelism: Redefining Efficient MoE Inference via

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO

• Computer Science > Machine Learning [Submitted on 5 Feb 2026] Title:Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO View PDF

Diffusing to Coordinate: Efficient Online Multi-Agent Diffusion Policies

• Computer Science > Artificial Intelligence [Submitted on 20 Feb 2026] Title:Diffusing to Coordinate: Efficient Online Multi-Agent Diffusion Policies View PDF HTML (experimental)A

Walrus: An Efficient Decentralized Storage Network

• Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 8 May 2025 (v1), last revised 20 Feb 2026 (this version, v3)] Title:Walrus: An Efficient Decentraliz

Efficient witnessing and testing of magic in mixed quantum states

• Abstract Nonstabilizerness, or ‘magic’, is a crucial resource for quantum computation, but quantifying the magic of mixed states has been a notoriously difficult task. • We intro

UPER: Efficient Utility-driven Partially-ordered Episode Rule Mining

• Computer Science > Databases [Submitted on 7 Feb 2026] Title:UPER: Efficient Utility-driven Partially-ordered Episode Rule Mining View PDF HTML (experimental)Abstract:Episode min

60% efficient method: Chemical used to create much of world's plastics produced from waste gas

• 60% efficient method: Chemical used to create much of world’s plastics produced from waste gas The method can be used with renewable energy sources to help pave the way for a gre

Language Model Representations for Efficient Few-Shot Tabular Classification

• Computer Science > Computation and Language [Submitted on 21 Jan 2026] Title:Language Model Representations for Efficient Few-Shot Tabular Classification View PDF HTML (experimen

Refined Bayesian Optimization for Efficient Beam Alignment in Intelligent Indoor Wireless Environments

• Computer Science > Networking and Internet Architecture [Submitted on 12 Nov 2025 (v1), last revised 17 Feb 2026 (this version, v2)] Title:Refined Bayesian Optimization for Effic

Towards Efficient Constraint Handling in Neural Solvers for Routing Problems

• Computer Science > Artificial Intelligence [Submitted on 17 Feb 2026] Title:Towards Efficient Constraint Handling in Neural Solvers for Routing Problems View PDF HTML (experiment

Towards Efficient Constraint Handling in Neural Solvers for Routing Problems

• Computer Science > Artificial Intelligence [Submitted on 17 Feb 2026] Title:Towards Efficient Constraint Handling in Neural Solvers for Routing Problems View PDF HTML (experiment

Laser writing in glass for dense, fast and efficient archival data storage

• Abstract Long-term preservation of digital information is vital for safeguarding the knowledge of humanity for future generations. • Existing archival storage solutions, such as

Creating the World's Most Efficient Quadcopter Drone

• Although not a typical focus of people who fly quadcopter drones for a hobby or living, endurance flying has a certain appeal to it for the challenge it offers. • Thus, as part o

How low-bit inference enables efficient AI

• In just the past few years, large machine learning models have made incredible strides. • Today’s models are not only remarkably capable but also achieve impressive results acros

How low-bit inference enables efficient AI

• In just the past few years, large machine learning models have made incredible strides. • Today’s models are not only remarkably capable but also achieve impressive results acros

AI for Smarter, More Powerful, More Efficient Particle Accelerators

• AI for Smarter, More Powerful, More Efficient Particle Accelerators Article AI Particle accelerators are powerful tools that have revolutionized research in physics, chemistry, m

AI for Smarter, More Powerful, More Efficient Particle Accelerators

• AI for Smarter, More Powerful, More Efficient Particle Accelerators Article AI Particle accelerators are powerful tools that have revolutionized research in physics, chemistry, m

Efficient cooling method could enable chip-based trapped-ion quantum computers

• Breadcrumb MIT News Efficient cooling method could enable chip-based trapped-ion quantum computers Efficient cooling method could enable chip-based trapped-ion quantum computers