杜海舟｜上海电力大学｜学者主页

2026

M3RAG: Orchestrating Multi-agent Reasoning for Multi-hop, Multi-modal Understanding

Haizhou Du, Wen-Hao Li

Conference on Multimedia Modeling

DOI

2026

FedQCab: A Common Plug-and-Play Layer-wise Quantization Tool for Communication-Efficient Federated Learning

Haizhou Du, Tonghao Chen

International Workshop on Quality of Service

DOI

2025

基于产教融合的大数据技术实践教学模式探索

殷脂，徐曼，杜海舟，叶文珺

《电脑知识与技术》

DOI

2025

CLTextRank: A Contrastive Learning Enhanced TextRank Model for Keyword Extraction in Power System Service Orders

Hao Zhang, Guang-Dong Wang, Dongdong Zhu, Tianrun Yu, Jiayin Bai, Yunkun Cao, Haizhou Du

2025 Asian Conference on Artificial Intelligence Technology (ACAIT)

DOI

2025

FedHyperClass: Boosting Cross-Modal Consensus for Federated Learning with Unimodal Clients

Haizhou Du, Chongyi Qiu

International Conference on Algorithms and Architectures for Parallel Processing

DOI

2025

FedFree: Breaking Knowledge-sharing Barriers through Layer-wise Alignment in Heterogeneous Federated Learning

Haizhou Du, Yiran Xiang, Yiwen Cai, Xiu-Feng Liu, Zong-Han Wu, Huan Huo, Guodong Long

Neural Information Processing Systems

DOI

2025

Fedcab: A Novel Communication Compression Method for Efficient Federated Learning under Dynamic Bandwidth

Tonghao Chen, Haizhou Du

Asia-Pacific Workshop on Networking

DOI

2025

FedHigh: A Graph-Guided Aggregation Framework for Layer-Wised Personalized Federated Learning

Haizhou Du, Chongyi Qiu, Huan Huo

European Conference on Artificial Intelligence

DOI

2024

Can LLMs Understand Parallel and Distributed Machine Learning Algorithms in AIoT?

Haizhou Du, Wen-Hao Li, Xiao-Yu Ding, Huan Huo

2024 8th Asian Conference on Artificial Intelligence Technology (ACAIT)

DOI

2024

DCCN-Informer: An Attention-Based Long Time Series Prediction Method for Power Load

Rong-Hua Zhang, Haizhou Du, Xuewen Lv

International Conference on Behavioral, Economic, and Socio-Cultural Computing

DOI

2024

Causal Inference KGC: A Multi-Hop Reasoning Framework Over Sparse Knowledge Graph

Chen-Shu Shen, Haizhou Du, Pengfei Li

International Conference on Behavioral, Economic, and Socio-Cultural Computing

DOI

2024

An Efficient Anomaly Detection Model of Power Consumption Behavior for Industrial Customers

Jiayu Wang, Yun Chen, R. Geng, Wen-Kai Zhao, Zhijun Pan, Chaoran Fu, Xiaohui Wang, Tonghao Chen, Yiwen Cai, Haizhou Du

International Conference on Behavioral, Economic, and Socio-Cultural Computing

DOI

2024

EagleEye: An Efficient Flaws Detection Model for Offshore Wind Turbine Blade

Shenglei Sun, Si-Yi Yang, Zhenzhong Cai, Linxuan Song, Haizhou Du

2024 8th Asian Conference on Artificial Intelligence Technology (ACAIT)

DOI

2024

FedPrime: An Adaptive Critical Learning Periods Control Framework for Efficient Federated Learning in Heterogeneity Scenarios

Haizhou Du, Zhi-Yuan Yang

ECML/PKDD

DOI

2024

FedZipper: A Layer-wise Quantization Compression Framework for Federated Learning with Statistical Heterogeneity

Haizhou Du, Yan Peng

IFIP International Conference on Network and Parallel Computing

DOI

2024

Cantor: A Novel Dynamic Source‐Grid‐Load‐Storage Dispatching Model for Multiple Objectives in a Regional‐Level Power System

Haizhou Du, Xiaohan Guo

IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING

DOI

2024

FlowSeer: A Novel Framework for Generalized Network Performance Estimation at Flow Level

Haizhou Du, Ming Li

International Conference on Computer Supported Cooperative Work in Design

DOI

2024

Heracles: A Novel State-based Distributed Verification Framework for DNS Configurations

Kaiqiang Hu, Haizhou Du, Yao Wang

FMANO@SIGCOMM

DOI

2023

《数据库原理》课程思政建设思路及实践

叶文珺，毕忠勤，徐菲菲，殷脂，杜海舟

《中国电力教育》

2023

An Adaptive Weighted Ensemble Learning Model for Enterprises’ Carbon Emission Classification

Chaoran Fu, Jiayu Wang, Yun Chen, Wen-Kai Zhao, Huangzeng Zhu, Tonghao Chen, Haizhou Du

2023 7th Asian Conference on Artificial Intelligence Technology (ACAIT)

DOI

2023

A Fast Transfer-Based Adaptive Recurrent Neural Network Model for Enterprise Carbon Emission Prediction

Yun Chen, Zhijun Pan, Xiaohui Wang, Chaoran Fu, Yiwen Cai, Jiahan Jiang, Haizhou Du

2023 7th Asian Conference on Artificial Intelligence Technology (ACAIT)

DOI

2022

分布式深度学习的数据传输压缩机制研究综述

杜海舟，冯晓杰

《上海电力大学学报》

2022

对抗型半监督光伏面板故障检测

卢芳芳，牛然，杜海舟，杨振辰，陈菁菁

《中国图象图形学报》

2022

Generative adversarial networks based semi-supervised fault detection for photovoltaic panel

Fangfang Lu, Ran Niu, Haizhou Du, Zhen-Chen Yang, Jingjing Chen

Journal of Image and Graphics

DOI

2021

分布式机器学习中的通信机制研究综述

杜海舟，黄晟

《上海电力大学学报》

2018

基于HTML5的配网辅助培训手机应用系统设计与实现

卫春峰，许瑞珩，杜海舟，谢丹莉，马雷鹏

《电脑知识与技术》

2018

基于移动互联网技术的变电运维互动培训系统的设计与实现

黄海宁，杜海舟，卫春峰

《上海电力大学学报》

2017

基于上下文关系和TextRank算法的关键词提取方法

杜海舟，陈政波，钟孔露

《上海电力大学学报》

2015

基于TinyOS的用电监测无线传感器节点设计

刘志斌，雷景生，杜海舟

《上海电力大学学报》

2014

教学督导听课信息管理系统的设计与实现

杜海舟，陈春莲，屠志健，唐忠，马民勋

《上海电力大学学报》

2013

基于沿海风力发电场风机输出功率预测的分类算法对比

高逸君，雷景生，杜海舟

《上海电力大学学报》

2013

基于“三双”模型的配电网规划辅助系统

李振坤，胡烈翔，杜海舟，王蕾，卫春峰，符杨

《上海电力大学学报》

2013

基于ERwin软件的高校学年制学生成绩管理系统的重构与实现

杜海舟，石光辉，潘耀芳，秦劲松

《上海电力大学学报》

2013

关键词有序排列的全文检索算法

杨珺，毕忠勤，杜海舟

《上海电力大学学报》

2013

基于支持向量机的风电短期功率的研究及应用

杜海舟，杨晨，毛俊隽

《上海电力大学学报》

2012

数据挖掘技术在电网企业中的应用需求分析

顾敏奕，杜海舟

《上海电力大学学报》

2012

基于指纹识别技术的高校学生日常考勤系统

杜海舟，张超，周平，施政一，李永斌，殷卫红

《上海电力大学学报》

2011

材料科学数据平台的研究及开发状况

张大全，吴崇田，陆铖俊，杜海舟

《上海电力大学学报》

2011

基于SMS平台的高校成绩查询系统的设计与实现

杜海舟，张超，刘昊

《上海电力大学学报》

2011

基于Acegi的Web系统安全架构的设计与实现

周平，杜海舟，张超

《上海电力大学学报》

2010

基于电厂热经济效益的决策树模型

雷景生，杜海舟，富鑫鑫

《上海电力大学学报》

2010

燃煤机组运行监测及优化技术的现状与展望

李磊，石奇光，潘卫国，杜海舟，王文欢，吴昊，顾先青

《上海电力大学学报》

2009

AJAX回调耗时性能分析与研究

杜海舟，翁惠玉，陈磊

《微型电脑应用》

2008

基于双线程循环模糊检查点技术实现移动存储设备断点续传

杜海舟，徐广强

《上海电力大学学报》

2007

Windows编程环境下高精度计时技术的分析比较

杜海舟，王仁峰

《上海电力大学学报》

精选作品

期刊论文

M3RAG: Orchestrating Multi-agent Reasoning for Multi-hop, Multi-modal Understanding

FedQCab: A Common Plug-and-Play Layer-wise Quantization Tool for Communication-Efficient Federated Learning

基于产教融合的大数据技术实践教学模式探索

CLTextRank: A Contrastive Learning Enhanced TextRank Model for Keyword Extraction in Power System Service Orders

FedHyperClass: Boosting Cross-Modal Consensus for Federated Learning with Unimodal Clients

FedFree: Breaking Knowledge-sharing Barriers through Layer-wise Alignment in Heterogeneous Federated Learning

Fedcab: A Novel Communication Compression Method for Efficient Federated Learning under Dynamic Bandwidth

FedHigh: A Graph-Guided Aggregation Framework for Layer-Wised Personalized Federated Learning

Can LLMs Understand Parallel and Distributed Machine Learning Algorithms in AIoT?

DCCN-Informer: An Attention-Based Long Time Series Prediction Method for Power Load

Causal Inference KGC: A Multi-Hop Reasoning Framework Over Sparse Knowledge Graph

An Efficient Anomaly Detection Model of Power Consumption Behavior for Industrial Customers

EagleEye: An Efficient Flaws Detection Model for Offshore Wind Turbine Blade

FedPrime: An Adaptive Critical Learning Periods Control Framework for Efficient Federated Learning in Heterogeneity Scenarios

FedZipper: A Layer-wise Quantization Compression Framework for Federated Learning with Statistical Heterogeneity

Cantor: A Novel Dynamic Source‐Grid‐Load‐Storage Dispatching Model for Multiple Objectives in a Regional‐Level Power System

FlowSeer: A Novel Framework for Generalized Network Performance Estimation at Flow Level

Heracles: A Novel State-based Distributed Verification Framework for DNS Configurations

《数据库原理》课程思政建设思路及实践

An Adaptive Weighted Ensemble Learning Model for Enterprises’ Carbon Emission Classification

A Fast Transfer-Based Adaptive Recurrent Neural Network Model for Enterprise Carbon Emission Prediction

分布式深度学习的数据传输压缩机制研究综述

对抗型半监督光伏面板故障检测

Generative adversarial networks based semi-supervised fault detection for photovoltaic panel

分布式机器学习中的通信机制研究综述

基于HTML5的配网辅助培训手机应用系统设计与实现

基于移动互联网技术的变电运维互动培训系统的设计与实现

基于上下文关系和TextRank算法的关键词提取方法

基于TinyOS的用电监测无线传感器节点设计

教学督导听课信息管理系统的设计与实现

基于沿海风力发电场风机输出功率预测的分类算法对比

基于“三双”模型的配电网规划辅助系统

基于ERwin软件的高校学年制学生成绩管理系统的重构与实现

关键词有序排列的全文检索算法

基于支持向量机的风电短期功率的研究及应用

数据挖掘技术在电网企业中的应用需求分析

基于指纹识别技术的高校学生日常考勤系统

材料科学数据平台的研究及开发状况

基于SMS平台的高校成绩查询系统的设计与实现

基于Acegi的Web系统安全架构的设计与实现

基于电厂热经济效益的决策树模型

燃煤机组运行监测及优化技术的现状与展望

AJAX回调耗时性能分析与研究

基于双线程循环模糊检查点技术实现移动存储设备断点续传

Windows编程环境下高精度计时技术的分析比较

会议论文

A Distributed Multi-microgrid Intelligent Scheduling for New Power System

Trafficnet:A Novel Network Performance Prediction Model via Aggregator-Based Enhancement

A Data-Driven Coordinated Active and Reactive Dispatching Strategy for Photovoltaics

研究方向