Dejing Dou - Publications, H-index & Citations

Dejing Dou

fudan university

35H指数

181论文数

4.4K被引数

收录论文 32

发表时间

Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout 异构数据与自适应Dropout的高效联邦学习

ACM Transactions on Knowledge Discovery from Data

IF4.8

2025-09-08

PREAI

Ji Liu; Beichen Ma; Qiaolin Yu; Ruoming Jin; Jingbo Zhou; Yang Zhou; Huaiyu Dai; Haixun Wang; Dejing Dou; Patrick Valduriez

Efficient federated learning with timely update dissemination 高效联邦学习与及时更新分发

Knowledge and Information Systems

IF3.1

2025-08-06

PREAI

Juncheng Jia; Ji Liu; Chao Huo; Yihui Shen; Yang Zhou; Huaiyu Dai; Dejing Dou

Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization 用噪声稳定性正则化改进预训练语言模型的微调

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-01-01

OAAI

Hua, Hang; Li, Xingjian; Dou, Dejing; Xu, Cheng-Zhong; Luo, Jiebo

GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network GIaNt: 通过几何感知交互式图神经网络预测蛋白质-配体结合亲和力

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-05-01

PREAI

Li, Shuangli; Zhou, Jingbo; Xu, Tong; Huang, Liang; Wang, Fan; Xiong, Haoyi; Huang, Weili; Dou, Dejing; Xiong, Hui

Temporal Output Discrepancy for Loss Estimation-Based Active Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-02-01

OAAI

Huang, Siyu; Wang, Tianyang; Xiong, Haoyi; Wen, Bihan; Huan, Jun; Dou, Dejing

Towards accurate knowledge transfer via target-awareness representation disentanglement 通过目标意识表示解纠缠实现准确的知识转移

MACHINE LEARNING

IF2.9

2023-12-12

OAAI

Li, Xingjian; Hu, Di; Li, Xuhong; Xiong, Haoyi; Xu, Chengzhong; Dou, Dejing

COLTR: Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization for Web Search COLTR: 半监督学习，用于Web搜索的协同训练和过度参数化

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-12-01

PREAI

Li, Yuchen; Xiong, Haoyi; Wang, Qingzhong; Kong, Linghe; Liu, Hao; Li, Haifang; Bian, Jiang; Wang, Shuaiqiang; Chen, Guihai; Dou, Dejing; Yin, Dawei

Semi-supervised transfer learning with hierarchical self-regularization

PATTERN RECOGNITION

IF7.6

2023-12-01

PREAI

Li, Xingjian; Abuduweili, Abulikemu; Shi, Humphrey; Yang, Pengkun; Dou, Dejing; Xiong, Haoyi; Xu, Chengzhong

HeterPS: Distributed deep learning with reinforcement learning based scheduling in heterogeneous environments HeterPS: 异构环境中基于强化学习的分布式深度学习调度

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2023-11-01

OAAI

Liu, Ji; Wu, Zhihua; Feng, Danlei; Zhang, Minxu; Wu, Xinxuan; Yao, Xuefeng; Yu, Dianhai; Ma, Yanjun; Zhao, Feng; Dou, Dejing

Feynman: Federated Learning-Based Advertising for Ecosystems-Oriented Mobile Apps Recommendation

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2023-09-01

PREAI

Bian, Jiang; Huang, Jizhou; Ji, Shilei; Liao, Yuan; Li, Xuhong; Wang, Qingzhong; Zhou, Jingbo; Dou, Dejing; Wang, Yaqing; Xiong, Haoyi

Data Placement for Multi-Tenant Data Federation on the Cloud

IEEE TRANSACTIONS ON CLOUD COMPUTING

IF5

2023-04-01

OAAI

Liu, Ji; Mo, Lei; Yang, Sijia; Zhou, Jingbo; Ji, Shilei; Xiong, Haoyi; Dou, Dejing

Cross-model consensus of explanations and beyond for image classification models: an empirical study

MACHINE LEARNING

IF2.9

2023-02-23

OAAI

Li, Xuhong; Xiong, Haoyi; Huang, Siyu; Ji, Shilei; Dou, Dejing

Multi-Job Intelligent Scheduling With Cross-Device Federated Learning

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2023-02-01

OAAI

Liu, Ji; Jia, Juncheng; Ma, Beichen; Zhou, Chendi; Zhou, Jingbo; Zhou, Yang; Dai, Huaiyu; Dou, Dejing

Urbanites' mental health undermined by air pollution

NATURE SUSTAINABILITY

IF27.1

2023-01-23

OAAI

Cao, Zhi; Zhou, Jingbo; Li, Meng; Huang, Jizhou; Dou, Dejing

G-LIME: Statistical learning for local interpretations of deep neural networks using global priors G-lime: 使用全局先验的深度神经网络局部解释的统计学习

artificial intelligence review

IF4.6

2023-01-01

PREAI

Li, Xuhong; Xiong, Haoyi; Li, Xingjian; Zhang, Xiao; Liu, Ji; Jiang, Haiyan; Chen, Zeyu; Dou, Dejing

A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications 体育视频动作识别研究综述: 数据集、方法与应用

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2023-01-01

OAAI

Wu, Fei; Wang, Qingzhong; Bian, Jiang; Ding, Ning; Lu, Feixiang; Cheng, Jun; Dou, Dejing; Xiong, Haoyi

HandGest: Hierarchical Sensing for Robust-in-the-Air Handwriting Recognition With Commodity WiFi Devices

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-10-01

PREAI

Zhang, Jie; Li, Yang; Xiong, Haoyi; Dou, Dejing; Miao, Chunyan; Zhang, Daqing

From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-09-01

OAAI

Wang, Zhiyuan; Xiong, Haoyi; Zhang, Jie; Yang, Sijia; Boukhechba, Mehdi; Zhang, Daqing; Barnes, Laura E.; Dou, Dejing

Distilling ensemble of explanations for weakly-supervised pre-training of image segmentation models

MACHINE LEARNING

IF2.9

2022-06-09

OAAI

Li, Xuhong; Xiong, Haoyi; Liu, Yi; Zhou, Dingfu; Chen, Zeyu; Wang, Yaqing; Dou, Dejing

Machine Learning in Real-Time Internet of Things (IoT) Systems: A Survey 实时物联网 (IoT) 系统中的机器学习: 一项调查

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-06-01

PREAI

Bian, Jiang; Al Arafat, Abdullah; Xiong, Haoyi; Li, Jing; Li, Li; Chen, Hongyang; Wang, Jun; Dou, Dejing; Guo, Zhishan

研究方向