Mingsong Chen

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:

MIP: CLIP-based Image Reconstruction from PEFT Gradients

Personalized Federated Instruction Tuning via Neural Architecture Search

Hyperbolic Graph Diffusion Model

Knowledge-based Effective Dispatch for Job Shop Scheduling

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

CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance

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

Social Lode: Human Trajectory Prediction with Latent Odes

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

Google Scholar

Mingsong Chen Skills & Research Interests

Embedded Systems

Trustworthy AI

Testing

Formal Verification

Top articles of Mingsong Chen

MIP: CLIP-based Image Reconstruction from PEFT Gradients

arXiv preprint arXiv:2403.07901

2024/2/26

Personalized Federated Instruction Tuning via Neural Architecture Search

arXiv preprint arXiv:2402.16919

2024/2/26

Hyperbolic Graph Diffusion Model

2024/2

Knowledge-based Effective Dispatch for Job Shop Scheduling

Journal of Circuits, Systems and Computers

2024/4/25

Jun Xia
Jun Xia

H-Index: 9

Yuan Ma
Yuan Ma

H-Index: 11

Mingsong Chen
Mingsong Chen

H-Index: 20

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

arXiv preprint arXiv:2404.12846

2024/4/19

CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance

arXiv preprint arXiv:2404.12850

2024/4/19

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

Neurocomputing

2024/4/16

Social Lode: Human Trajectory Prediction with Latent Odes

2024/4

FedMut: Generalized Federated Learning via Stochastic Mutation

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

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

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Accelerate safety model checking based on complementary approximate reachability

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

2023/1/11

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

Machine Learning

2023

Wei Qin
Wei Qin

H-Index: 13

Mingsong Chen
Mingsong Chen

H-Index: 20

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

2023

Ting Wang
Ting Wang

H-Index: 6

Mingsong Chen
Mingsong Chen

H-Index: 20

SparGE: Sparse Coding-based Patient Similarity Learning via Low-rank Constraints and Graph Embedding

2023/6/18

CCH-YOLOX: Improved YOLOX for Challenging Vehicle Detection from UAV Images

2023

Zhuang Liu
Zhuang Liu

H-Index: 3

Mingsong Chen
Mingsong Chen

H-Index: 20

Yue Lu
Yue Lu

H-Index: 8

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

2023/12/5

Automated Synthesis of Safe Timing Behaviors for Requirements Models using CCSL

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

2023/6/12

Brief Industry Paper: RTLight: Digital Twin-based Real-Time Federated Traffic Signal Control

2023/12/5

Carbon Emissions Reduction of Neural Network by Discrete Rank Pruning

CCF Transactions on High Performance Computing

2023

Jie Luo
Jie Luo

H-Index: 9

Mingsong Chen
Mingsong Chen

H-Index: 20

Brief Industry Paper: Towards Efficient Task Scheduling for AUTOSAR using Parallel Pruning

2023/12/5

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

Co-Authors

academic-engine