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Mingsong Chen 0001
Ming-Song Chen 0001
Person information
- affiliation: Tongji University, Shanghai Institute of Intelligent Science and Technology, China
- affiliation: East China Normal University, ECNU, Software Engineering Institute, Shanghai, China
- affiliation (PhD 2010): University of Florida, FL, USA
Other persons with the same name
- Mingsong Chen 0002
(aka: Ming-Song Chen 0002) — Central South University, Department of mechanical engineering, Light Alloy Research Institute, Changsha, China
- Mingsong Chen 0003
— Guilin University of Electronics Technology, School of Information and Communication, China
- Mingsong Chen 0004 — Central South University, Changsha, China
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2020 – today
- 2025
- [j84]Yuanzhi Feng
, Shing-Ho J. Lin
, Xuan Tang, Mu-Yu Wang, Jianzhang Zheng
, Zi-Yao He, Zi-Yi Pang, Jian Yang
, Ming-Song Chen
, Xian Wei:
Hyperbolic prototype rectification for few-shot 3D point cloud classification. Pattern Recognit. 158: 111042 (2025) - [j83]Kun Cao, Mingsong Chen, Stamatis Karnouskos, Shiyan Hu:
Reliability-Aware Personalized Deployment of Approximate Computation IoT Applications in Serverless Mobile Edge Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(2): 430-443 (2025) - 2024
- [j82]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: 127702 (2024) - [j81]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): 4099-4112 (2024) - [j80]Yutong Ye, Xiang Lian, Mingsong Chen:
Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding. Proc. VLDB Endow. 17(7): 1628-1641 (2024) - [j79]Xisheng Li, Jinghao Sun, Jiarui Wang, Kailu Duan, Mingsong Chen
, Nan Guan, Zhishan Guo, Qingxu Deng, Yong Xie:
Connecting the physical space and cyber space of autonomous systems more closely. Real Time Syst. 60(3): 413-442 (2024) - [j78]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. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 4057-4068 (2024) - [j77]Zekai Chen
, Chentao Jia
, Ming Hu
, Xiaofei Xie, Anran Li
, Mingsong Chen
:
FlexFL: Heterogeneous Federated Learning via APoZ-Guided Flexible Pruning in Uncertain Scenarios. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 4069-4080 (2024) - [j76]Ting Wang
, Yuxiang Deng
, Jiawei Mao
, Mingsong Chen
, Gang Liu
, Jieming Di
, Keqin Li
:
Towards Intelligent Adaptive Edge Caching Using Deep Reinforcement Learning. IEEE Trans. Mob. Comput. 23(10): 9289-9303 (2024) - [j75]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): 271-282 (2024) - [c90]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: 12528-12537 - [c89]Lingfeng Wen, Xuan Tang, Mingjie Ouyang, Xiangxiang Shen, Jian Yang, Daxin Zhu, Mingsong Chen, Xian Wei:
Hyperbolic Graph Diffusion Model. AAAI 2024: 15823-15831 - [c88]Xiao Du, Yutong Ye, Pengyu Zhang, Yaning Yang, Mingsong Chen, Ting Wang:
Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning. AAAI 2024: 17362-17370 - [c87]Yingbo Zhou, Yutong Ye, Pengyu Zhang, Xian Wei, Mingsong Chen:
Exact Fusion via Feature Distribution Matching for Few-Shot Image Generation. CVPR 2024: 8383-8392 - [c86]Chentao Jia
, Ming Hu
, Zekai Chen
, Yanxin Yang
, Xiaofei Xie
, Yang Liu
, Mingsong Chen
:
AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems. DAC 2024: 84:1-84:6 - [c85]Kexin Ke, Jian Yang, Yingjie Liu, Mingsong Chen, Xian Wei, Xuan Tang:
Social Lode: Human Trajectory Prediction with Latent Odes. ICASSP 2024: 5360-5364 - [c84]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: 2137-2150 - [c83]Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen:
Top-L Most Influential Community Detection Over Social Networks. ICDE 2024: 5767-5779 - [c82]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: 16178-16184 - [c81]Zhen Cheng, Song Qiu, Li Sun, Dingding Han, Qingli Li, Mingsong Chen:
Spatial-Temporal Traffic Prediction Model Based on Adaptive Graphs Fusion and Dual-Graph Collaborative Convolution. IJCNN 2024: 1-8 - [c80]Yuejun Jiao, Song Qiu, Li Sun, Dingding Han, Qingli Li, Mingsong Chen:
DSA-SCGC: A Dual Self-Attention Mechanism based on Space-Channel Grouped Compression for Vehicle Re-Identification. IJCNN 2024: 1-8 - [c79]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: 1096-1107 - [c78]Ziqi Yao
, Lianzhi Li
, Mingsong Chen
, Xian Wei, Cheng Chen
:
Approximate Matrix Multiplication over Sliding Windows. KDD 2024: 3896-3906 - [c77]Jiawen Weng, Zeke Xia, Ran Li, Ming Hu, Mingsong Chen:
FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation. SEKE 2024: 375-380 - [i47]Pengyu Zhang, Yingbo Zhou, Ming Hu, Junxian Feng, Jiawen Weng, Mingsong Chen:
Personalized Federated Instruction Tuning via Neural Architecture Search. CoRR abs/2402.16919 (2024) - [i46]Peiheng Zhou, Ming Hu, Xiaofei Xie, Yihao Huang, Kangjie Chen, Mingsong Chen:
MIP: CLIP-based Image Reconstruction from PEFT Gradients. CoRR abs/2403.07901 (2024) - [i45]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 abs/2404.12846 (2024) - [i44]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 abs/2404.12850 (2024) - [i43]Qi Wen
, Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen:
Reverse Influential Community Search Over Social Networks (Technical Report). CoRR abs/2405.01510 (2024) - [i42]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 abs/2405.04765 (2024) - [i41]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 abs/2407.12729 (2024) - [i40]Yutong Ye, Xiang Lian, Nan Zhang, Mingsong Chen:
Dynamic Subgraph Matching via Cost-Model-based Vertex Dominance Embeddings (Technical Report). CoRR abs/2407.16660 (2024) - [i39]Zhiqiang Wu, Yingjie Liu, Hanlin Dong, Xuan Tang, Jian Yang, Bo Jin, Mingsong Chen, Xian Wei:
SBDet: A Symmetry-Breaking Object Detector via Relaxed Rotation-Equivariance. CoRR abs/2408.11760 (2024) - [i38]Xiangxiang Shen, Zheng Wan, Lingfeng Wen, Licheng Sun, Ou Yang Ming Jie, Xuan Tang, Xian Zeng, Mingsong Chen, Xiao He, Xian Wei:
Zeoformer: Coarse-Grained Periodic Graph Transformer for OSDA-Zeolite Affinity Prediction. CoRR abs/2408.12984 (2024) - [i37]Qi Wen, Yiyang Zhang, Yutong Ye, Yingbo Zhou, Nan Zhang, Xiang Lian, Mingsong Chen:
GCLS2: Towards Efficient Community Detection using Graph Contrastive Learning with Structure Semantics. CoRR abs/2410.11273 (2024) - [i36]Nan Zhang, Yutong Ye, Yuyang Wang, Xiang Lian, Mingsong Chen:
Effective Community Detection Over Streaming Bipartite Networks (Technical Report). CoRR abs/2411.01424 (2024) - [i35]Jiawen Weng, Zeke Xia, Ran Li, Ming Hu, Mingsong Chen:
FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation. CoRR abs/2411.15847 (2024) - [i34]Peiheng Zhou, Ming Hu, Xingrun Quan, Yawen Peng, Xiaofei Xie, Yanxin Yang, Chengwei Liu, Yueming Wu, Mingsong Chen:
An Empirical Study of Vulnerability Detection using Federated Learning. CoRR abs/2411.16099 (2024) - 2023
- [b1]Ting Wang
, Bo Li
, Mingsong Chen, Shui Yu
:
Machine Learning Empowered Intelligent Data Center Networking - Evolution, Challenges and Opportunities. Springer Briefs in Computer Science, Springer 2023, ISBN 978-981-19-7394-9, pp. 1-109 - [j74]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): 334-346 (2023) - [j73]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): 307:1-307:36 (2023) - [j72]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): 7229-7243 (2023) - [j71]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): 101-111 (2023) - [j70]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): 1431-1446 (2023) - [j69]Lening Wang
, Qiyu Wan
, Peixun Ma, Jing Wang
, Mingsong Chen
, Shuaiwen Leon Song, Xin Fu
:
Enabling High-Efficient ReRAM-Based CNN Training Via Exploiting Crossbar-Level Insignificant Writing Elimination. IEEE Trans. Computers 72(11): 3218-3230 (2023) - [j68]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): 1756-1769 (2023) - [j67]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): 2434-2446 (2023) - [j66]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): 3105-3117 (2023) - [j65]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): 3545-3558 (2023) - [j64]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): 3559-3570 (2023) - [j63]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): 5127-5140 (2023) - [j62]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): 2127-2143 (2023) - [j61]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): 1900-1914 (2023) - [c76]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: 56-63 - [c75]Jiali Wang, Yutong Ye, Ting Wang, Mingsong Chen:
LWSA: A Learning-Based Workflow Scheduling Algorithm for Energy-Efficient UAV Delivery System. ICPADS 2023: 2075-2082 - [c74]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: 4949-4958 - [c73]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: 1-9 - [c72]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: 1-10 - [c71]Zhihao Yue
, Jun Xia
, Zhiwei Ling
, Ming Hu
, Ting Wang
, Xian Wei, Mingsong Chen
:
Model-Contrastive Learning for Backdoor Elimination. ACM Multimedia 2023: 8869-8880 - [c70]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: 492-504 - [c69]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: 145-157 - [c68]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: 473-477 - [c67]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: 484-488 - [c66]Zihao Xu, Xuan Tang, Yufei Shi, Jianfeng Zhang, Jian Yang, Mingsong Chen, Xian Wei:
Continual Learning via Manifold Expansion Replay. SMC 2023: 733-738 - [i33]Pengyu Zhang, Yingbo Zhou, Ming Hu, Xin Fu, Xian Wei, Mingsong Chen:
CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning. CoRR abs/2301.12193 (2023) - [i32]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 abs/2302.08210 (2023) - [i31]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 abs/2304.07686 (2023) - [i30]Ming Hu, Zhihao Yue, Zhiwei Ling, Yihao Huang, Cheng Chen, Xian Wei, Yang Liu, Mingsong Chen:
FedMR: Federated Learning via Model Recombination. CoRR abs/2305.10730 (2023) - [i29]Yingbo Zhou, Zhihao Yue, Yutong Ye, Pengyu Zhang, Xian Wei, Mingsong Chen:
EqGAN: Feature Equalization Fusion for Few-shot Image Generation. CoRR abs/2307.14638 (2023) - [i28]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 abs/2308.11333 (2023) - [i27]Yutong Ye, Xiang Lian, Mingsong Chen:
Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding (Technical Report). CoRR abs/2309.15641 (2023) - [i26]Zihao Xu, Xuan Tang, Yufei Shi, Jianfeng Zhang, Jian Yang, Mingsong Chen, Xian Wei:
Continual Learning via Manifold Expansion Replay. CoRR abs/2310.08038 (2023) - [i25]Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Xian Wei, Mingsong Chen:
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. CoRR abs/2310.11595 (2023) - [i24]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 abs/2310.16694 (2023) - [i23]Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen:
Top-L Most Influential Community Detection Over Social Networks (Technical Report). CoRR abs/2311.13162 (2023) - [i22]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 abs/2311.13163 (2023) - [i21]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 abs/2311.13166 (2023) - [i20]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 abs/2311.14037 (2023) - [i19]Xiao Du, Yutong Ye, Pengyu Zhang, Yaning Yang, Mingsong Chen, Ting Wang:
Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning. CoRR abs/2312.09539 (2023) - 2022
- [j60]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: 194-204 (2022) - [j59]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): 157-169 (2022) - [j58]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): 2250235:1-2250235:21 (2022) - [j57]Fan Zhang
, Zekuan Fang, Yiming Li, Mingsong Chen
:
Efficient Federated Learning Using Layer-Wise Regulation and Momentum Aggregation. J. Circuits Syst. Comput. 31(18): 2250314:1-2250314:25 (2022) - [j56]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: 45-61 (2022) - [j55]Wupan Zhao, Yutong Ye, Jiepin Ding, Ting Wang, Tongquan Wei, Mingsong Chen:
Special issue on Reliable Software Technologies (AEiC2021). J. Syst. Archit. 123: 102376 (2022) - [j54]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: 102512 (2022) - [j53]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): 516-529 (2022) - [j52]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): 4100-4111 (2022) - [j51]Peijin Cong
, Junlong Zhou
, Mingsong Chen
, Tongquan Wei
:
Personality-Guided Cloud Pricing via Reinforcement Learning. IEEE Trans. Cloud Comput. 10(2): 925-943 (2022) - [j50]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): 1991-2004 (2022) - [c65]Yanchao Sun, Yuanfeng Han, Yue Zhang, Mingsong Chen, Shui Yu
, Yimin Xu:
DDoS Attack Detection Combining Time Series-based Multi-dimensional Sketch and Machine Learning. APNOMS 2022: 1-6 - [c64]Yiming Li, Shouzhen Gu, Mingsong Chen:
Work-in-Progress: Cooperative MLP-Mixer Networks Inference On Heterogeneous Edge Devices through Partition and Fusion. CASES 2022: 29-30 - [c63]Zekuan Fang, Fan Zhang, Ting Wang, Xiang Lian
, Mingsong Chen:
MonitorLight: Reinforcement Learning-based Traffic Signal Control Using Mixed Pressure Monitoring. CIKM 2022: 478-487 - [c62]Jun Xia
, Ming Hu, Xin Chen, Mingsong Chen:
Accelerated synthesis of neural network-based barrier certificates using collaborative learning. DAC 2022: 1201-1206 - [c61]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: 690-707 - [c60]Jun Xia
, Ting Wang, Jiepin Ding
, Xian Wei, Mingsong Chen:
Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation. IJCAI 2022: 1481-1487 - [c59]Lening Wang, Manojna Sistla, Mingsong Chen, Xin Fu:
BS-pFL: Enabling Low-Cost Personalized Federated Learning by Exploring Weight Gradient Sparsity. IJCNN 2022: 1-8 - [c58]Zhengyu Li, Xuan Tang, Zihao Xu, Xihao Wang, Hui Yu, Mingsong Chen, Xian Wei:
Geodesic Self-Attention for 3D Point Clouds. NeurIPS 2022 - [c57]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: 353-364 - [c56]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: 488-500 - [c55]Yang Yu, Caidie Huang, Liangyu Chen, Mingsong Chen:
Using Multi-feature Embedding towards Accurate Knowledge Tracing. SEKE 2022: 287-292 - [c54]Yanhong Fei, Ming Hu, Xian Wei, Mingsong Chen:
Orthogonal Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting. SSCI 2022: 71-76 - [i18]Yanhong Fei, Yingjie Liu, Xian Wei, Mingsong Chen:
O-ViT: Orthogonal Vision Transformer. CoRR abs/2201.12133 (2022) - [i17]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 abs/2201.12515 (2022) - [i16]Ming Hu, Tian Liu, Zhiwei Ling, Zhihao Yue, Mingsong Chen:
FedCAT: Towards Accurate Federated Learning via Device Concatenation. CoRR abs/2202.12751 (2022) - [i15]Bo Li, Ting Wang, Peng Yang, Mingsong Chen, Shui Yu, Mounir Hamdi:
Machine Learning Empowered Intelligent Data Center Networking: A Survey. CoRR abs/2202.13549 (2022) - [i14]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 abs/2203.07027 (2022) - [i13]Jun Xia, Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen:
Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation. CoRR abs/2204.09975 (2022) - [i12]Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen:
Model-Contrastive Learning for Backdoor Defense. CoRR abs/2205.04411 (2022) - [i11]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 abs/2205.05036 (2022) - [i10]