北京交通大学计算机科学与技术学院系统与网络实验室

Code for paper "Automated Spatial-Temporal Graph Neural Network Search for Skeleton-based Human Action Recognition on Edge Devices"

一些脚本，用来实现对不得不学的某些视频学习的自动化高效的“机器学习”

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"

A Java-based NS2 Wireless Trace Analyzer

Code for paper "TLEE: Temporal-wise and Layer-wise Early Exiting Network for Efficient Video Recognition on Edge Devices"

Code for paper "Joint Adaptive Resolution Selection and Conditional Early Exiting for Efficient Video Recognition on Edge Devices"

Code for paper "Classification-based Dynamic Network for Efficient Super-Resolution"

Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"

Code for paper "基于知识蒸馏的目标检测模型增量深度学习方法"

Code for paper "Deep Reinforcement Learning based Multi-task Automated Channel Pruning for DNNs"

Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"

Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"

Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"

Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"

Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"

Code for paper "Automated Design for Hardware-aware Graph Neural Networks on Edge Devices"

Code for paper "Dynamic Deep Neural Network Inference via Adaptive Channel Skipping"

Images to Classify Defective and Non-Defective Railway Track

Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

Code for paper "面向物联网隐私数据分析的分布式弹性网络回归学习算法"

《一种面向区块链的优化PBFT共识算法》基础源代码

PDF Paper File Rename Software 自动提取PDF论文的文章标题作为该PDF的文件名

About DNN compression and acceleration on Edge Devices.