Dejing Dou - Publications, H-index & Citations

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Dejing Dou

fudan university

35H-index

181Paper Count

4.4KCitation Count

Published Papers 32

Publication Date

Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout

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

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Efficient federated learning with timely update dissemination

Knowledge and Information Systems

IF3.1

2025-08-06

PREAI

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

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Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization

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

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GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network

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

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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

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Towards accurate knowledge transfer via target-awareness representation disentanglement

MACHINE LEARNING

IF2.9

2023-12-12

OAAI

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

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COLTR: Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization for Web Search

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

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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

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HeterPS: Distributed deep learning with reinforcement learning based scheduling in heterogeneous environments

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

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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

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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

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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

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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

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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

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G-LIME: Statistical learning for local interpretations of deep neural networks using global priors

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

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A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications

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

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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

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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

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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

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Machine Learning in Real-Time Internet of Things (IoT) Systems: A Survey

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

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Research Directions