APreQEL: Adaptive Mixed Precision Quantization for Edge LLMs

CoSense-LLM: Semantics at the Edge

CSGO: Cold Start in Wireless Collaborative Edge LLMs

DFedSat: Decentralized Federated Learning for LEO

Distributed Offloading in MEC via Mean Field

EcoAgent: Edge-Cloud Collaborative Multi-Agent

Edge-Cloud Collaborative Computing Survey

Edge General Intelligence: World Models & LLMs

EdgeReasoning: Reasoning LLMs on Edge GPUs

Efficient Reasoning on the Edge

Fast Adaptive Task Offloading via Meta-RL

Feature-Aware Chaotic Image Encryption for IoT Edge

Federated Fine-Tuning for Wireless Networks

Federated Prompt Decision Transformer for VR MEC

Lightweight Latency Prediction for Edge Apps

LQA: Lightweight Quantized-Adaptive Framework

Multi-Tier UAV Edge Computing for Low Altitude

Multi-Drone Cooperation for Real-Time Human Search

PLM: Efficient Peripheral Language Models

TinyLLM: Training & Deploying LMs at the Edge

Towards Edge General Intelligence via Distillation

TrimCaching: Parameter-Sharing AI Model Caching

LLM Inference at the Edge: Mobile, NPU & GPU

Wireless-Powered MEC with Cascaded zeRISs