Mingsong Chen

Mingsong Chen

East China Normal University

H-index: 31

Asia-China

About Mingsong Chen

Mingsong Chen, With an exceptional h-index of 31 and a recent h-index of 24 (since 2020), a distinguished researcher at East China Normal University, specializes in the field of Embedded Systems, Trustworthy AI, Testing, Formal Verification.

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

Hyperbolic Graph Diffusion Model

Social Lode: Human Trajectory Prediction with Latent Odes

FedMut: Generalized Federated Learning via Stochastic Mutation

Knowledge-based Effective Dispatch for Job Shop Scheduling

Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning

KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting

MIP: CLIP-based Image Reconstruction from PEFT Gradients

CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance

Mingsong Chen Information

University

Position

Software Engineering Institute

Citations(all)

3164

Citations(since 2020)

2377

Cited By

1785

hIndex(all)

31

hIndex(since 2020)

24

i10Index(all)

63

i10Index(since 2020)

54

Email

University Profile Page

East China Normal University

Google Scholar

View Google Scholar Profile

Mingsong Chen Skills & Research Interests

Embedded Systems

Trustworthy AI

Testing

Formal Verification

Top articles of Mingsong Chen

Title

Journal

Author(s)

Publication Date

Hyperbolic Graph Diffusion Model

Lingfeng Wen

Xuan Tang

Mingjie Ouyang

Xiangxiang Shen

Jian Yang

...

2024/2

Social Lode: Human Trajectory Prediction with Latent Odes

Kexin Ke

Jian Yang

Yingjie Liu

Mingsong Chen

Xian Wei

...

2024/4

FedMut: Generalized Federated Learning via Stochastic Mutation

Proceedings of the AAAI Conference on Artificial Intelligence

Ming Hu

Yue Cao

Anran Li

Zhiming Li

Chengwei Liu

...

2024/3/24

Knowledge-based Effective Dispatch for Job Shop Scheduling

Journal of Circuits, Systems and Computers

Jiepin Ding

Jun Xia

Yutong Ye

Yuan Ma

Mingsong Chen

2024/4/25

Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning

Proceedings of the AAAI Conference on Artificial Intelligence

Xiao Du

Yutong Ye

Pengyu Zhang

Yaning Yang

Mingsong Chen

...

2024/3/24

KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting

arXiv preprint arXiv:2404.12846

Zeke Xia

Ming Hu

Dengke Yan

Ruixuan Liu

Anran Li

...

2024/4/19

MIP: CLIP-based Image Reconstruction from PEFT Gradients

arXiv preprint arXiv:2403.07901

Peiheng Zhou

Ming Hu

Xiaofei Xie

Yihao Huang

Kangjie Chen

...

2024/2/26

CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance

arXiv preprint arXiv:2404.12850

Zeke Xia

Ming Hu

Dengke Yan

Xiaofei Xie

Tianlin Li

...

2024/4/19

Personalized Federated Instruction Tuning via Neural Architecture Search

arXiv preprint arXiv:2402.16919

Pengyu Zhang

Yingbo Zhou

Ming Hu

Junxian Feng

Jiawen Weng

...

2024/2/26

Efficient one-shot Neural Architecture Search with progressive choice freezing evolutionary search

Neurocomputing

Chen Zhang

Qiyu Wan

Lening Wang

Yu Wen

Mingsong Chen

...

2024/4/16

Carbon Emissions Reduction of Neural Network by Discrete Rank Pruning

CCF Transactions on High Performance Computing

Songwen Pei

Jie Luo

Sheng Liang

Haonan Ding

Xiaochun Ye

...

2023

DPQ:Dynamic Pseudo-mean Mixed-precision Quantization for Pruned Neural Network

Machine Learning

Songwen Pei

Jiyao Wang

Bingxue Zhang

Wei Qin

Hai Xue

...

2023

Continual Learning Via Manifold Expansion Replay

Zihao Xu

Xuan Tang

Yufei Shi

Jianfeng Zhang

Jian Yang

...

2023/10/12

Digital-Twin-Based Approaches and Applications for Improving Automotive Cybersecurity in Different Lifecycle Stages

Jinghua Yu

Zeru Lou

Hongxing Hu

Geguang Pu

Mingsong Chen

2023/4/11

AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems

arXiv preprint arXiv:2311.14037

Ruixuan Liu

Ming Hu

Zeke Xia

Jun Xia

Pengyu Zhang

...

2023/11/23

Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation

arXiv preprint arXiv:2308.11333

Yanxin Yang

Ming Hu

Yue Cao

Jun Xia

Yihao Huang

...

2023/8/22

InitLight: Initial Model Generation for Traffic Signal Control using Adversarial Inverse Reinforcement Learning

IJCAI

Yutong Ye

Yingbo Zhou

Jiepin Ding

Ting Wang

Mingsong Chen

...

2023/1

LWSA: A Learning-Based Workflow Scheduling Algorithm for Energy-Efficient UAV Delivery System

Jiali Wang

Yutong Ye

Ting Wang

Mingsong Chen

2023

Model-Contrastive Learning for Backdoor Elimination

Zhihao Yue

Jun Xia

Zhiwei Ling

Ming Hu

Ting Wang

...

2023/10/26

GitFL: Uncertainty-Aware Real-Time Asynchronous Federated Learning Using Version Control

Ming Hu

Zeke Xia

Dengke Yan

Zhihao Yue

Jun Xia

...

2023/12/5

See List of Professors in Mingsong Chen University(East China Normal University)

Co-Authors

H-index: 67
Rolf Drechsler

Rolf Drechsler

Universität Bremen

H-index: 60
Ahmed Helmy

Ahmed Helmy

University of Florida

H-index: 59
Xiaobo Sharon Hu

Xiaobo Sharon Hu

University of Notre Dame

H-index: 45
Prabhat Mishra

Prabhat Mishra

University of Florida

H-index: 39
Daniel Grosse

Daniel Grosse

Johannes Kepler Universität Linz

H-index: 36
Tongquan wei

Tongquan wei

East China Normal University

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