Dezhong Yao

About Dezhong Yao

Dezhong Yao, With an exceptional h-index of 14 and a recent h-index of 12 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Distributed Machine Learning, Federated Learning, Edge Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks

FedRKG: A Privacy-Preserving Federated Recommendation Framework via Knowledge Graph Enhancement

FedGKD: Towards Heterogeneous Federated Learning via Global Knowledge Distillation

Mining Geospatial Relationships from Text

Reinforced Computer-aided Framework for Diagnosing Thyroid Cancer

Personalized edge intelligence via federated self-knowledge distillation

You see what i want you to see: poisoning vulnerabilities in neural code search

Visualize and learn sorting algorithms in data structure subject in a game-based learning

Dezhong Yao Information

University

Position

___

Citations(all)

590

Citations(since 2020)

437

Cited By

269

hIndex(all)

14

hIndex(since 2020)

12

i10Index(all)

19

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Dezhong Yao Skills & Research Interests

Distributed Machine Learning

Federated Learning

Edge Computing

Top articles of Dezhong Yao

Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks

arXiv preprint arXiv:2401.16687

2024/1/30

FedRKG: A Privacy-Preserving Federated Recommendation Framework via Knowledge Graph Enhancement

2023/9/23

FedGKD: Towards Heterogeneous Federated Learning via Global Knowledge Distillation

IEEE Transactions on Computers

2023/9/15

Mining Geospatial Relationships from Text

Proceedings of the ACM on Management of Data

2023/5/30

Reinforced Computer-aided Framework for Diagnosing Thyroid Cancer

IEEE/ACM Transactions on Computational Biology and Bioinformatics

2023/3/2

Hai Jin
Hai Jin

H-Index: 52

Dezhong Yao
Dezhong Yao

H-Index: 8

Personalized edge intelligence via federated self-knowledge distillation

IEEE Transactions on Parallel and Distributed Systems

2022/11/28

You see what i want you to see: poisoning vulnerabilities in neural code search

2022/11/7

Visualize and learn sorting algorithms in data structure subject in a game-based learning

2022/10/17

CCSBD: A Cost Control System Based on Blockchain and DRG Mechanism

2022/9/24

FedBERT: When Federated Learning Meets Pre-training

ACM Transactions on Intelligent Systems and Technology (TIST)

2022/8/24

Entity resolution with hierarchical graph attention networks

2022/6/10

Geospatial entity resolution

2022/4/25

Dezhong Yao
Dezhong Yao

H-Index: 8

Gao Cong
Gao Cong

H-Index: 49

Fedhm: Efficient federated learning for heterogeneous models via low-rank factorization

arXiv preprint arXiv:2111.14655

2021/11/29

Local-global knowledge distillation in heterogeneous federated learning with non-iid data

arXiv preprint arXiv:2107.00051

2021/6/30

An Energy-efficient Distributed Adaptive Cooperative Routing Based on Reinforcement Learning in Wireless Multimedia Sensor Networks

Computer Networks

2020/5/24

Jian Liu
Jian Liu

H-Index: 9

Dezhong Yao
Dezhong Yao

H-Index: 8

See List of Professors in Dezhong Yao University(Nanyang Technological University)

Co-Authors

academic-engine