Mingsong Chen

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 189

Top Venues

CoRR

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

DATE

J. Syst. Archit.

Publications

Kai Li, Zhoulong Li, Xianshi Jia, Lei Liu, Mingsong Chen
A domain adversarial graph convolutional network for intelligent monitoring of tool wear in machine tools. Comput. Ind. Eng. 187 (2024)
Xiao Du, Yutong Ye, Pengyu Zhang, Yaning Yang, Mingsong Chen, Ting Wang
Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning. AAAI (2024)
Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen
Top-$L$ Most Influential Community Detection Over Social Networks. ICDE (2024)
Lingfeng Wen, Xuan Tang, Mingjie Ouyang, Xiangxiang Shen, Jian Yang, Daxin Zhu, Mingsong Chen, Xian Wei
Hyperbolic Graph Diffusion Model. AAAI (2024)
Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Anran Li, Yang Liu, Xiang Lian, Mingsong Chen
FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation. ICDE (2024)
Kexin Ke, Jian Yang, Yingjie Liu, Mingsong Chen, Xian Wei, Xuan Tang
Social Lode: Human Trajectory Prediction with Latent Odes. ICASSP (2024)
Peiheng Zhou, Ming Hu, Xiaofei Xie, Yihao Huang, Kangjie Chen, Mingsong Chen
MIP: CLIP-based Image Reconstruction from PEFT Gradients. CoRR (2024)
Songwen Pei, Jiyao Wang, Bingxue Zhang, Wei Qin, Hai Xue, Xiaochun Ye, Mingsong Chen
DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network. Mach. Learn. 113 (7) (2024)
Zeke Xia, Ming Hu, Dengke Yan, Ruixuan Liu, Anran Li, Xiaofei Xie, Mingsong Chen
KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting. CoRR (2024)
Ming Hu, Zhihao Yue, Xiaofei Xie, Cheng Chen, Yihao Huang, Xian Wei, Xiang Lian, Yang Liu, Mingsong Chen
Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination. KDD (2024)
Chen Zhang, Qiyu Wan, Lening Wang, Yu Wen, Mingsong Chen, Jingweijia Tan, Kaige Yan, Xin Fu
Efficient one-shot Neural Architecture Search with progressive choice freezing evolutionary search. Neurocomputing 598 (2024)
Ming Hu, Yue Cao, Anran Li, Zhiming Li, Chengwei Liu, Tianlin Li, Mingsong Chen, Yang Liu
FedMut: Generalized Federated Learning via Stochastic Mutation. AAAI (2024)
Qi Wen, Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen
Reverse Influential Community Search Over Social Networks (Technical Report). CoRR (2024)
Yutong Ye, Xiang Lian, Nan Zhang, Mingsong Chen
Dynamic Subgraph Matching via Cost-Model-based Vertex Dominance Embeddings (Technical Report). CoRR (2024)
Pengyu Zhang, Yingjie Liu, Yingbo Zhou, Xiao Du, Xian Wei, Ting Wang, Mingsong Chen
When Foresight Pruning Meets Zeroth-Order Optimization: Efficient Federated Learning for Low-Memory Devices. CoRR (2024)
Zeke Xia, Ming Hu, Dengke Yan, Xiaofei Xie, Tianlin Li, Anran Li, Junlong Zhou, Mingsong Chen
CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance. CoRR (2024)
Zekai Chen, Chentao Jia, Ming Hu, Xiaofei Xie, Anran Li, Mingsong Chen
FlexFL: Heterogeneous Federated Learning via APoZ-Guided Flexible Pruning in Uncertain Scenarios. CoRR (2024)
Peijin Cong, Junlong Zhou, Weiming Jiang, Mingsong Chen, Shiyan Hu, Keqin Li
Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems. IEEE Trans. Sustain. Comput. 9 (3) (2024)
Ziqi Yao, Lianzhi Li, Mingsong Chen, Xian Wei, Cheng Chen
Approximate Matrix Multiplication over Sliding Windows. KDD (2024)
Yutong Ye, Xiang Lian, Mingsong Chen
Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding. Proc. VLDB Endow. 17 (7) (2024)
Hongwei Liu, Jian Yang, Zhengyu Li, Ke Li, Jianzhang Zheng, Xihao Wang, Xuan Tang, Mingsong Chen, Xiong You, Xian Wei
ProEqBEV: Product Group Equivariant BEV Network for 3D Object Detection in Road Scenes of Autonomous Driving. ICRA (2024)
Pengyu Zhang, Yingbo Zhou, Ming Hu, Junxian Feng, Jiawen Weng, Mingsong Chen
Personalized Federated Instruction Tuning via Neural Architecture Search. CoRR (2024)
Jiepin Ding, Mingsong Chen, Ting Wang, Junlong Zhou, Xin Fu, Keqin Li
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning. ACM Comput. Surv. 55 (14s) (2023)
Dengke Yan, Ming Hu, Zeke Xia, Yanxin Yang, Jun Xia, Xiaofei Xie, Mingsong Chen
Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning. CoRR (2023)
Chentao Jia, Ming Hu, Zekai Chen, Yanxin Yang, Xiaofei Xie, Yang Liu, Mingsong Chen
AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems. CoRR (2023)
Yingjie Liu, Xian Wei, See-Kiong Ng, Tongtong Zhang, Mingsong Chen, Xuan Tang
SparGE: Sparse Coding-based Patient Similarity Learning via Low-rank Constraints and Graph Embedding. IJCNN (2023)
Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen
Model-Contrastive Learning for Backdoor Elimination. ACM Multimedia (2023)
Songwen Pei, Jie Luo, Sheng Liang, Haonan Ding, Xiaochun Ye, Mingsong Chen
Carbon Emissions Reduction of Neural Network by Discrete Rank Pruning. CCF Trans. High Perform. Comput. 5 (3) (2023)
Yanxin Yang, Ming Hu, Yue Cao, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen
Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation. CoRR (2023)
Yanhong Fei, Xian Wei, Yingjie Liu, Zhengyu Li, Mingsong Chen
A Survey of Geometric Optimization for Deep Learning: From Euclidean Space to Riemannian Manifold. CoRR (2023)
Yuejun Jiao, Song Qiu, Mingsong Chen, Dingding Han, Qingli Li, Yue Lu
DSAM-GN: Graph Network based on Dynamic Similarity Adjacency Matrices for Vehicle Re-identification. CoRR (2023)
Xiao Du, Ting Wang, Qiang Feng, Chenhui Ye, Tao Tao, Lu Wang, Yuanming Shi, Mingsong Chen
Multi-Agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks. IEEE Trans. Wirel. Commun. 22 (3) (2023)
Zihao Xu, Xuan Tang, Yufei Shi, Jianfeng Zhang, Jian Yang, Mingsong Chen, Xian Wei
Continual Learning via Manifold Expansion Replay. CoRR (2023)
Zhuang Liu, Song Qiu, Mingsong Chen, Dingding Han, Tiantian Qi, Qingli Li, Yue Lu
CCH-YOLOX: Improved YOLOX for Challenging Vehicle Detection from UAV Images. IJCNN (2023)
Yanxing Yang, Nan Zhang, Dengke Yan, Xian Wei, Junlong Zhou, Hong Liu, Mingsong Chen
Brief Industry Paper: Towards Efficient Task Scheduling for AUTOSAR using Parallel Pruning. RTSS (2023)
Pengyu Zhang, Yingbo Zhou, Ming Hu, Xin Fu, Xian Wei, Mingsong Chen
CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning. CoRR (2023)
Ming Hu, Jun Xia, Min Zhang, Xiaohong Chen, Frédéric Mallet, Mingsong Chen
Automated Synthesis of Safe Timing Behaviors for Requirements Models Using CCSL. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Yutong Ye, Yingbo Zhou, Jiepin Ding, Ting Wang, Mingsong Chen, Xiang Lian
InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning. IJCAI (2023)
Ming Hu, Zeke Xia, Dengke Yan, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen
GitFL: Uncertainty-Aware Real-Time Asynchronous Federated Learning Using Version Control. RTSS (2023)
Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen
Top-L Most Influential Community Detection Over Social Networks (Technical Report). CoRR (2023)
Ming Hu, Zhihao Yue, Zhiwei Ling, Yihao Huang, Cheng Chen, Xian Wei, Yang Liu, Mingsong Chen
FedMR: Federated Learning via Model Recombination. CoRR (2023)
Jianzhang Zheng, Hao Shen, Jian Yang, Xuan Tang, Mingsong Chen, Hui Yu, Jielong Guo, Xian Wei
Autoencoders with Intrinsic Dimension Constraints for Learning Low Dimensional Image Representations. CoRR (2023)
Yutong Ye, Xiang Lian, Mingsong Chen
Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding (Technical Report). CoRR (2023)
Ruixuan Liu, Ming Hu, Zeke Xia, Jun Xia, Pengyu Zhang, Yihao Huang, Yang Liu, Mingsong Chen
AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems. CoRR (2023)
Ming Hu, E. Cao, Hongbing Huang, Min Zhang, Xiaohong Chen, Mingsong Chen
AIoTML: A Unified Modeling Language for AIoT-Based Cyber-Physical Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Jianxun Tang, Mingsong Chen, Haoyu Chen, Shenqi Zhao, Yu Huang
A new dynamic security defense system based on TCP_REPAIR and deep learning. J. Cloud Comput. 12 (1) (2023)
Ting Wang, Xiao Du, Mingsong Chen, Keqin Li
Hierarchical Relational Graph Learning for Autonomous Multirobot Cooperative Navigation in Dynamic Environments. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Yutong Ye, Zhiwei Ling, Yaning Yang, Xian Wei, Cheng Chen, Su Chen, Mingsong Chen
Brief Industry Paper: RTLight: Digital Twin-Based Real-Time Federated Traffic Signal Control. RTSS (2023)
Zihao Xu, Xuan Tang, Yufei Shi, Jianfeng Zhang, Jian Yang, Mingsong Chen, Xian Wei
Continual Learning via Manifold Expansion Replay. SMC (2023)
E. Cao, Saira Musa, Mingsong Chen, Tongquan Wei, Xian Wei, Xin Fu, Meikang Qiu
Energy and Reliability-Aware Task Scheduling for Cost Optimization of DVFS-Enabled Cloud Workflows. IEEE Trans. Cloud Comput. 11 (2) (2023)
Zhiwei Ling, Zhihao Yue, Jun Xia, Ting Wang, Mingsong Chen, Xiang Lian
FedEntropy: Efficient Federated Learning for Non-IID Scenarios Using Maximum Entropy Judgment-based Client Selection. ISPA/BDCloud/SocialCom/SustainCom (2023)
Yingbo Zhou, Zhihao Yue, Yutong Ye, Pengyu Zhang, Xian Wei, Mingsong Chen
EqGAN: Feature Equalization Fusion for Few-shot Image Generation. CoRR (2023)
Tian Liu, Jun Xia, Zhiwei Ling, Xin Fu, Shui Yu, Mingsong Chen
Efficient Federated Learning for AIoT Applications Using Knowledge Distillation. IEEE Internet Things J. 10 (8, April 15) (2023)
Yutong Ye, Jiepin Ding, Ting Wang, Junlong Zhou, Xian Wei, Mingsong Chen
FairLight: Fairness-Aware Autonomous Traffic Signal Control With Hierarchical Action Space. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (8) (2023)
Ming Hu, Min Zhang, Frédéric Mallet, Xin Fu, Mingsong Chen
Accelerating Reinforcement Learning-Based CCSL Specification Synthesis Using Curiosity-Driven Exploration. IEEE Trans. Computers 72 (5) (2023)
Yangguang Cui, Liying Li, Zhe Tao, Mingsong Chen, Tongquan Wei
Filtering Out High Noise Data for Distributed Deep Neural Networks. IEEE Trans Autom. Sci. Eng. 20 (1) (2023)
Jijun Cheng, Hao Wang, Dongheng Shao, Jian Yang, Mingsong Chen, Xian Wei, Xuan Tang
RECO: Rotation Equivariant COnvolutional Neural Network for Human Trajectory Forecasting. PRCV (3) (2023)
Xiaoyu Zhang, Shengping Xiao, Yechuan Xia, Jianwen Li, Mingsong Chen, Geguang Pu
Accelerate Safety Model Checking Based on Complementary Approximate Reachability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (9) (2023)
Jiali Wang, Yutong Ye, Ting Wang, Mingsong Chen
LWSA: A Learning-Based Workflow Scheduling Algorithm for Energy-Efficient UAV Delivery System. ICPADS (2023)
Junlong Zhou, Yufan Shen, Liying Li, Cheng Zhuo, Mingsong Chen
Swarm Intelligence-Based Task Scheduling for Enhancing Security for IoT Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (6) (2023)
Xiao Du, Yutong Ye, Pengyu Zhang, Yaning Yang, Mingsong Chen, Ting Wang
Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning. CoRR (2023)
Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Xian Wei, Mingsong Chen
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. CoRR (2023)
Kai Li, Chaochao Qiu, Yongcheng Lin, Mingsong Chen, Xianshi Jia, Bin Li
A weighted adaptive transfer learning for tool tip dynamics prediction of different machine tools. Comput. Ind. Eng. 169 (2022)
Ming Hu, Zhihao Yue, Zhiwei Ling, Xian Wei, Mingsong Chen
FedMR: Fedreated Learning via Model Recombination. CoRR (2022)
Yanhong Fei, Yingjie Liu, Xian Wei, Mingsong Chen
O-ViT: Orthogonal Vision Transformer. CoRR (2022)
Peijin Cong, Guo Xu, Junlong Zhou, Mingsong Chen, Tongquan Wei, Meikang Qiu
Personality- and Value-Aware Scheduling of User Requests in Cloud for Profit Maximization. IEEE Trans. Cloud Comput. 10 (3) (2022)
Bo Li, Ting Wang, Peng Yang, Mingsong Chen, Shui Yu, Mounir Hamdi
Machine Learning Empowered Intelligent Data Center Networking: A Survey. CoRR (2022)
Junlong Zhou, Kun Cao, Xiumin Zhou, Mingsong Chen, Tongquan Wei, Shiyan Hu
Throughput-Conscious Energy Allocation and Reliability-Aware Task Assignment for Renewable Powered In-Situ Server Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (3) (2022)
Changjiang Gou, Anne Benoit, Mingsong Chen, Loris Marchal, Tongquan Wei
Mapping series-parallel streaming applications on hierarchical platforms with reliability and energy constraints. J. Parallel Distributed Comput. 163 (2022)
Fan Zhang, Zekuan Fang, Yiming Li, Mingsong Chen
Efficient Federated Learning Using Layer-Wise Regulation and Momentum Aggregation. J. Circuits Syst. Comput. 31 (18) (2022)
Zekuan Fang, Fan Zhang, Ting Wang, Xiang Lian, Mingsong Chen
MonitorLight: Reinforcement Learning-based Traffic Signal Control Using Mixed Pressure Monitoring. CIKM (2022)
Xian Wei, Yangyu Xu, Yanhui Huang, Hairong Lv, Hai Lan, Mingsong Chen, Xuan Tang
Learning Extremely Lightweight and Robust Model with Differentiable Constraints on Sparsity and Condition Number. ECCV (4) (2022)
Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen
Model-Contrastive Learning for Backdoor Defense. CoRR (2022)
Peijin Cong, Xiangpeng Hou, Minhui Zou, Jiangshan Dong, Mingsong Chen, Junlong Zhou
Multiserver configuration for cloud service profit maximization in the presence of soft errors based on grouped grey wolf optimizer. J. Syst. Archit. 127 (2022)
Yiming Li, Shouzhen Gu, Mingsong Chen
Work-in-Progress: Cooperative MLP-Mixer Networks Inference On Heterogeneous Edge Devices through Partition and Fusion. CASES (2022)
Zhiwei Ling, Zhihao Yue, Jun Xia, Ming Hu, Ting Wang, Mingsong Chen
FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment. CoRR (2022)
Xiao Du, Ting Wang, Qiang Feng, Chenhui Ye, Tao Tao, Yuanming Shi, Mingsong Chen
Multi-agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks. CoRR (2022)
Tian Liu, Jiahao Ding, Ting Wang, Miao Pan, Mingsong Chen
Towards Fast and Accurate Federated Learning with non-IID Data for Cloud-Based IoT Applications. CoRR (2022)
Jun Xia, Ming Hu, Xin Chen, Mingsong Chen
Accelerated synthesis of neural network-based barrier certificates using collaborative learning. DAC (2022)
Jun Xia, Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen
Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation. CoRR (2022)
Peijin Cong, Junlong Zhou, Mingsong Chen, Tongquan Wei
Personality-Guided Cloud Pricing via Reinforcement Learning. IEEE Trans. Cloud Comput. 10 (2) (2022)
Jun Xia, Yi Zhang, Zhihao Yue, Ming Hu, Xian Wei, Mingsong Chen
HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation. CoRR (2022)
Bo Li, Ting Wang, Peng Yang, Mingsong Chen, Mounir Hamdi
Rethinking Data Center Networks: Machine Learning Enables Network Intelligence. J. Commun. Inf. Networks 7 (2) (2022)
Zhengyu Li, Xuan Tang, Zihao Xu, Xihao Wang, Hui Yu, Mingsong Chen, Xian Wei
Geodesic Self-Attention for 3D Point Clouds. NeurIPS (2022)
Kai Li, Mingsong Chen, Yongcheng Lin, Zhou Li, Xianshi Jia, Bin Li
A novel adversarial domain adaptation transfer learning method for tool wear state prediction. Knowl. Based Syst. 254 (2022)
Yang Yu, Caidie Huang, Liangyu Chen, Mingsong Chen
Using Multi-feature Embedding towards Accurate Knowledge Tracing. SEKE (2022)
Liying Li, Haizhou Wang, Youyang Wang, Mingsong Chen, Tongquan Wei
Improving IoT data availability via feedback- and voting-based anomaly imputation. Future Gener. Comput. Syst. 135 (2022)
Kai Li, Chaochao Qiu, Xinzhao Zhou, Mingsong Chen, Yongcheng Lin, Xianshi Jia, Bin Li
Modeling and tagging of time sequence signals in the milling process based on an improved hidden semi-Markov model. Expert Syst. Appl. 205 (2022)
Lening Wang, Manojna Sistla, Mingsong Chen, Xin Fu
BS-pFL: Enabling Low-Cost Personalized Federated Learning by Exploring Weight Gradient Sparsity. IJCNN (2022)
Wupan Zhao, Yutong Ye, Jiepin Ding, Ting Wang, Tongquan Wei, Mingsong Chen
Special issue on Reliable Software Technologies (AEiC2021). J. Syst. Archit. 123 (2022)
Ming Hu, Tian Liu, Zhiwei Ling, Zhihao Yue, Mingsong Chen
FedCAT: Towards Accurate Federated Learning via Device Concatenation. CoRR (2022)
Jun Xia, Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen
Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation. IJCAI (2022)
Tian Liu, Jiahao Ding, Ting Wang, Miao Pan, Mingsong Chen
Towards Fast and Accurate Federated Learning with Non-IID Data for Cloud-Based IoT Applications. J. Circuits Syst. Comput. 31 (13) (2022)
Yanhong Fei, Ming Hu, Xian Wei, Mingsong Chen
Orthogonal Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting. SSCI (2022)
Ming Hu, Zeke Xia, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen
GitFL: Adaptive Asynchronous Federated Learning using Version Control. CoRR (2022)
Tiantian Qi, Song Qiu, Li Sun, Zhuang Liu, Mingsong Chen, Yue Lyu
A Vehicle Re-ID Algorithm Based on Channel Correlation Self-attention and Lstm Local Information Loss. PRICAI (2) (2022)
Jun Xia, Tian Liu, Zhiwei Ling, Ting Wang, Xin Fu, Mingsong Chen
PervasiveFL: Pervasive Federated Learning for Heterogeneous IoT Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Yuejun Jiao, Song Qiu, Mingsong Chen, Dingding Han, Qingli Li, Yue Lu
DSAM-GN: Graph Network Based on Dynamic Similarity Adjacency Matrices for Vehicle Re-identification. PRICAI (1) (2022)
Weidong Zeng, Lijiu Zheng, Mingsong Chen, Yongcheng Lin, Guanqiang Wang, Baihui Gao, Shiquan Huang
A Generalized Multivariable Adaptive Super-Twisting Control and Observation for Amphibious Robot. IEEE Access 10 (2022)
Jianzhang Zheng, Fan Yang, Hao Shen, Xuan Tang, Mingsong Chen, Liang Song, Xian Wei
Learning from Attacks: Attacking Variational Autoencoder for Improving Image Classification. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mingsong Chen