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2020 – today
- 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- [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]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): 21 (2023) - [j70]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) - [j69]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) - [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]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) - [i22]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) - [i21]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) - [i20]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) - [i19]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) - 2022
- [j66]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: 129588-129598 (2022) - [j65]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: 108273 (2022) - [j64]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: 117758 (2022) - [j63]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) - [j62]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) - [j61]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) - [j60]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) - [j59]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) - [j58]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) - [j57]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) - [j56]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: 109537 (2022) - [j55]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) - [j54]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) - [j53]Peijin Cong, Junlong Zhou, Mingsong Chen, Tongquan Wei:
Personality-Guided Cloud Pricing via Reinforcement Learning. IEEE Trans. Cloud Comput. 10(2): 925-943 (2022) - [j52]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) - [c68]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 - [c67]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 - [c66]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 - [c65]Jun Xia, Ming Hu, Xin Chen, Mingsong Chen:
Accelerated synthesis of neural network-based barrier certificates using collaborative learning. DAC 2022: 1201-1206 - [c64]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 - [c63]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 - [c62]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 - [c61]Zhengyu Li, Xuan Tang, Zihao Xu, Xihao Wang, Hui Yu, Mingsong Chen, Xian Wei:
Geodesic Self-Attention for 3D Point Clouds. NeurIPS 2022 - [c60]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 - [c59]Yang Yu, Caidie Huang, Liangyu Chen, Mingsong Chen:
Using Multi-feature Embedding towards Accurate Knowledge Tracing. SEKE 2022: 287-292 - [c58]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]Zhiwei Ling, Zhihao Yue, Jun Xia, Ming Hu, Ting Wang, Mingsong Chen:
FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment. CoRR abs/2205.12038 (2022) - [i9]Ming Hu, Zhihao Yue, Zhiwei Ling, Xian Wei, Mingsong Chen:
FedMR: Fedreated Learning via Model Recombination. CoRR abs/2208.07677 (2022) - [i8]Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Yang Liu, Mingsong Chen:
FedCross: Towards Accurate Federated Learning via Multi-Model Cross Aggregation. CoRR abs/2210.08285 (2022) - [i7]Ming Hu, Zeke Xia, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen:
GitFL: Adaptive Asynchronous Federated Learning using Version Control. CoRR abs/2211.12049 (2022) - [i6]Jun Xia, Yi Zhang, Zhihao Yue, Ming Hu, Xian Wei, Mingsong Chen:
HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation. CoRR abs/2212.02006 (2022) - 2021
- [j51]Tian Liu, Yunfei Song, Ming Hu, Jun Xia, Jianning Zhang, Mingsong Chen:
An Ensemble Learning-Based Cooperative Defensive Architecture Against Adversarial Attacks. J. Circuits Syst. Comput. 30(2): 2150025:1-2150025:16 (2021) - [j50]Mingyue Zhang, Junlong Zhou, Gongxuan Zhang, Minhui Zou, Mingsong Chen:
EC-BAAS: Elliptic curve-based batch anonymous authentication scheme for Internet of Vehicles. J. Syst. Archit. 117: 102161 (2021) - [j49]Kun Cao, Tongquan Wei, Mingsong Chen, Keqin Li, Jian Weng, Wuzheng Tan:
Exploring reliable edge-cloud computing for service latency optimization in sustainable cyber-physical systems. Softw. Pract. Exp. 51(11): 2225-2237 (2021) - [j48]Chengbin Huang, Weiting Chen, Mingsong Chen, Binhang Yuan:
A Feature Fusion Framework and Its Application to Automatic Seizure Detection. IEEE Signal Process. Lett. 28: 753-757 (2021) - [j47]Haifeng Gu, Jianning Zhang, Mingsong Chen, Tongquan Wei, Li Lei, Fei Xie:
Specification-Driven Conformance Checking for Virtual/Silicon Devices Using Mutation Testing. IEEE Trans. Computers 70(3): 400-413 (2021) - [j46]Liying Li, Junlong Zhou, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu:
Learning-Based Modeling and Optimization for Real-Time System Availability. IEEE Trans. Computers 70(4): 581-594 (2021) - [j45]Xinqian Zhang, Ming Hu, Jun Xia, Tongquan Wei, Mingsong Chen, Shiyan Hu:
Efficient Federated Learning for Cloud-Based AIoT Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(11): 2211-2223 (2021) - [j44]Yunfei Song, Tian Liu, Tongquan Wei, Xiangfeng Wang, Zhe Tao, Mingsong Chen:
FDA$^3$: Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications. IEEE Trans. Ind. Informatics 17(11): 7830-7838 (2021) - [j43]Haifeng Gu, Zishuai Ge, E. Cao, Mingsong Chen, Tongquan Wei, Xin Fu, Shiyan Hu:
A Collaborative and Sustainable Edge-Cloud Architecture for Object Tracking with Convolutional Siamese Networks. IEEE Trans. Sustain. Comput. 6(1): 144-154 (2021) - [c57]Yutong Ye, Wupan Zhao, Tongquan Wei, Shiyan Hu, Mingsong Chen:
FedLight: Federated Reinforcement Learning for Autonomous Multi-Intersection Traffic Signal Control. DAC 2021: 847-852 - [c56]Ting Wang, Jiawei Mao, Mingsong Chen, Gang Liu, Jieming Di, Shui Yu:
ICE: Intelligent Caching at the Edge. GLOBECOM 2021: 1-6 - [c55]Ming Hu, Jiepin Ding, Min Zhang, Frédéric Mallet, Mingsong Chen:
Enumeration and Deduction Driven Co-Synthesis of CCSL Specifications using Reinforcement Learning. RTSS 2021: 227-239 - [i5]Tian Liu, Jun Xia, Xian Wei, Ting Wang, Xin Fu, Mingsong Chen:
Efficient Federated Learning for AIoT Applications Using Knowledge Distillation. CoRR abs/2111.14347 (2021) - [i4]Xian Wei, Bin Wang, Mingsong Chen, Ji Yuan, Hai Lan, Jiehuang Shi, Xuan Tang, Bo Jin, Guozhang Chen, Dongping Yang:
ViR: the Vision Reservoir. CoRR abs/2112.13545 (2021) - [i3]Xian Wei, Yanhui Huang, Yangyu Xu, Mingsong Chen, Hai Lan, Yuanxiang Li, Zhongfeng Wang, Xuan Tang:
Learning Robust and Lightweight Model through Separable Structured Transformations. CoRR abs/2112.13551 (2021) - 2020
- [j42]Zhilei Chai, Shen Li, Qunfang He, Mingsong Chen, Wenjie Chen:
FPGA-Based ROI Encoding for HEVC Video Bitrate Reduction. J. Circuits Syst. Comput. 29(11): 2050182:1-2050182:17 (2020) - [j41]Dongdong An, Jing Liu, Min Zhang, Xiaohong Chen, Mingsong Chen, Haiying Sun:
Uncertainty modeling and runtime verification for autonomous vehicles driving control: A machine learning-based approach. J. Syst. Softw. 167: 110617 (2020) - [j40]Xin Wang, Yue Yang, Mingsong Chen, Qin Wang, Qin Qin, Hua Jiang, Huijiao Wang:
AGNES-SMOTE: An Oversampling Algorithm Based on Hierarchical Clustering and Improved SMOTE. Sci. Program. 2020: 8837357:1-8837357:9 (2020) - [j39]Yongrong Wu, Yijie Zhou, Yanming Feng, Yutian Xiao, Shaojie He, Junsheng Zhou, Tianhe Ren, Jinling Chen, Mingsong Chen, Jianbing Xiahou, Fan Lin, Chao Huang:
Urban Traffic Signal Control Based on Multiobjective Joint Optimization. Sci. Program. 2020: 8839720:1-8839720:8 (2020) - [j38]Ming Hu, Wenxue Duan, Min Zhang, Tongquan Wei, Mingsong Chen:
Quantitative Timing Analysis for Cyber-Physical Systems Using Uncertainty-Aware Scenario-Based Specifications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4006-4017 (2020) - [j37]Mingsong Chen, Saijie Huang, Xin Fu, Xiao Liu, Jifeng He:
Statistical Model Checking-Based Evaluation and Optimization for Cloud Workflow Resource Allocation. IEEE Trans. Cloud Comput. 8(2): 443-458 (2020) - [j36]Haifeng Gu, Jianning Zhang, Tian Liu, Ming Hu, Junlong Zhou, Tongquan Wei, Mingsong Chen:
DIAVA: A Traffic-Based Framework for Detection of SQL Injection Attacks and Vulnerability Analysis of Leaked Data. IEEE Trans. Reliab. 69(1): 188-202 (2020) - [c54]Fei Gao, Frédéric Mallet, Min Zhang, Mingsong Chen:
Modeling and Verifying Uncertainty-Aware Timing Behaviors using Parametric Logical Time Constraint. DATE 2020: 376-381 - [c53]Shiyu Zhang, Juan Zhai, Lei Bu, Mingsong Chen, Linzhang Wang, Xuandong Li:
Automated Generation of LTL Specifications For Smart Home IoT Using Natural Language. DATE 2020: 622-625 - [c52]Wenjie Chen, Qunfang He, Shen Li, Bo Xiao, Mingsong Chen, Zhilei Chai:
Parallel Implementation of H.265 Intra-Frame Coding Based on FPGA Heterogeneous Platform. HPCC/DSS/SmartCity 2020: 736-743 - [c51]Haifeng Gu, Mingsong Chen, Yanzhao Wang, Fei Xie:
SpectreCheck: An Approach to Detecting Speculative Execution Side Channels in Data Cache. ICESS 2020: 1-8 - [c50]Changjiang Gou, Anne Benoit, Mingsong Chen, Loris Marchal, Tongquan Wei:
Reliable and Energy-aware Mapping of Streaming Series-parallel Applications onto Hierarchical Platforms. SBAC-PAD 2020: 116-123 - [i2]Chenhao Xie, Xin Fu, Mingsong Chen, Shuaiwen Leon Song:
OO-VR: NUMA Friendly Object-Oriented VR Rendering Framework For Future NUMA-Based Multi-GPU Systems. CoRR abs/2001.03537 (2020) - [i1]Yunfei Song, Tian Liu, Tongquan Wei, Xiangfeng Wang, Zhe Tao, Mingsong Chen:
FDA3 : Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications. CoRR abs/2006.15632 (2020)
2010 – 2019
- 2019
- [j35]Junlong Zhou, Peijin Cong, Jin Sun, Xiumin Zhou, Tongquan Wei, Mingsong Chen:
Throughput Maximization for Multicore Energy-Harvesting Systems Suffering Both Transient and Permanent Faults. IEEE Access 7: 98462-98473 (2019) - [j34]Kanad Basu, Mingsong Chen, Rubin A. Parekhji:
Guest Editorial. J. Electron. Test. 35(5): 579-580 (2019) - [j33]Kun Cao, Guo Xu, Junlong Zhou, Mingsong Chen, Tongquan Wei, Keqin Li:
Lifetime-aware real-time task scheduling on fault-tolerant mixed-criticality embedded systems. Future Gener. Comput. Syst. 100: 165-175 (2019) - [j32]Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, Keqin Li:
A survey of optimization techniques for thermal-aware 3D processors. J. Syst. Archit. 97: 397-415 (2019) - [j31]Junlong Zhou, Tian Wang, Peijin Cong, Pingping Lu, Tongquan Wei, Mingsong Chen:
Cost and makespan-aware workflow scheduling in hybrid clouds. J. Syst. Archit. 100 (2019) - [j30]Xinqian Zhang, Tingming Wu, Mingsong Chen, Tongquan Wei, Junlong Zhou, Shiyan Hu, Rajkumar Buyya:
Energy-aware virtual machine allocation for cloud with resource reservation. J. Syst. Softw. 147: 147-161 (2019) - [j29]Yangdi Lyu, Xiaoke Qin, Mingsong Chen, Prabhat Mishra:
Directed Test Generation for Validation of Cache Coherence Protocols. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(1): 163-176 (2019) - [j28]Kun Cao, Junlong Zhou, Peijin Cong, Liying Li, Tongquan Wei, Mingsong Chen, Shiyan Hu, Xiaobo Sharon Hu:
Affinity-Driven Modeling and Scheduling for Makespan Optimization in Heterogeneous Multiprocessor Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(7): 1189-1202 (2019) - [j27]Liying Li, Peijin Cong, Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, Xiaobo Sharon Hu:
Game Theoretic Feedback Control for Reliability Enhancement of EtherCAT-Based Networked Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(9): 1599-1610 (2019) - [j26]Kun Cao, Guo Xu, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu:
QoS-Adaptive Approximate Real-Time Computation for Mobility-Aware IoT Lifetime Optimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(10): 1799-1810 (2019) - [j25]Junlong Zhou, Jin Sun, Xiumin Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, Xiaobo Sharon Hu:
Resource Management for Improving Soft-Error and Lifetime Reliability of Real-Time MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(12): 2215-2228 (2019) - [c49]Jiahao Ding, Xinyue Zhang, Mingsong Chen, Kaiping Xue, Chi Zhang, Miao Pan:
Differentially Private Robust ADMM for Distributed Machine Learning. IEEE BigData 2019: 1302-1311 - [c48]Ming Hu, Tongquan Wei, Min Zhang, Frédéric Mallet, Mingsong Chen:
Sample-Guided Automated Synthesis for CCSL Specifications. DAC 2019: 98 - [c47]Liying Li, Tongquan Wei, Junlong Zhou, Mingsong Chen, Xiaobo Sharon Hu:
CE-Based Optimization for Real-time System Availability under Learned Soft Error Rate. DATE 2019: 1331-1336 - [c46]E. Cao, Saira Musa, Jianning Zhang, Mingsong Chen, Tongquan Wei, Xin Fu, Meikang Qiu:
Reliability Aware Cost Optimization for Memory Constrained Cloud Workflows. ICA3PP (2) 2019: 135-150 - [c45]Xinyu Zhan, Mingsong Chen, Shui Yu, Yue Zhang:
Adaptive Detection Method for Packet-In Message Injection Attack in SDN. ICA3PP (2) 2019: 482-495 - [c44]Chenhao Xie, Xin Fu, Mingsong Chen, Shuaiwen Leon Song:
OO-VR: NUMA friendly object-oriented VR rendering framework for future NUMA-based multi-GPU systems. ISCA 2019: 53-65 - [c43]Ruiming Yang, Kun Cao, Peijin Cong, Junlong Zhou, Mingsong Chen, Tongquan Wei:
Personality-Aware VNF Deployment for Profit Maximization. ISPA/BDCloud/SocialCom/SustainCom 2019: 380-387 - 2018
- [j24]Jie Liu, Jing Liu, Miaomiao Zhang, Haiying Sun, Xiaohong Chen, Dehui Du, Mingsong Chen:
A proof-based method of hybrid systems development using differential invariants. Frontiers Comput. Sci. 12(5): 1026-1028 (2018) - [j23]Junlong Zhou, Jianming Yan, Kun Cao, Yanchao Tan, Tongquan Wei, Mingsong Chen, Gongxuan Zhang, Xiaodao Chen, Shiyan Hu:
Thermal-aware correlated two-level scheduling of real-time tasks with reduced processor energy on heterogeneous MPSoCs. J. Syst. Archit. 82: 1-11 (2018) - [j22]Tingming Wu, Haifeng Gu, Junlong Zhou, Tongquan Wei, Xiao Liu, Mingsong Chen:
Soft error-aware energy-efficient task scheduling for workflow applications in DVFS-enabled cloud. J. Syst. Archit. 84: 12-27 (2018) - [j21]Tongquan Wei, Junlong Zhou, Kun Cao, Peijin Cong, Mingsong Chen, Gongxuan Zhang, Xiaobo Sharon Hu, Jianming Yan:
Cost-Constrained QoS Optimization for Approximate Computation Real-Time Tasks in Heterogeneous MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(9): 1733-1746 (2018) - [j20]Peijin Cong, Liying Li, Junlong Zhou, Kun Cao, Tongquan Wei, Mingsong Chen, Shiyan Hu:
Developing User Perceived Value Based Pricing Models for Cloud Markets. IEEE Trans. Parallel Distributed Syst. 29(12): 2742-2756 (2018) - [j19]Mingsong Chen, Xinqian Zhang, Haifeng Gu, Tongquan Wei, Qi Zhu:
Sustainability-Oriented Evaluation and Optimization for MPSoC Task Allocation and Scheduling under Thermal and Energy Variations. IEEE Trans. Sustain. Comput. 3(2): 84-97 (2018) - [c42]Minglan Liang, Mingsong Chen, Zheng Wang, Jingwei Sun:
A CGRA based Neural Network Inference Engine for Deep Reinforcement Learning. APCCAS 2018: 540-543 - [c41]Haifeng Gu, Mingsong Chen, Tongquan Wei, Li Lei, Fei Xie:
Specification-driven automated conformance checking for virtual prototype and post-silicon designs. DAC 2018: 93:1-93:6 - [c40]Junlong Zhou, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu, Yue Ma, Gongxuan Zhang, Jianming Yan:
Variation-aware task allocation and scheduling for improving reliability of real-time MPSoCs. DATE 2018: 171-176 - [c39]Liying Li, Peijin Cong, Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu:
Feedback control of real-time EtherCAT networks for reliability enhancement in CPS. DATE 2018: 688-693 - [c38]Shi Dong, Mingsong Chen, Lei Peng, Huiyun Li:
Parking rank: A novel method of parking lots sorting and recommendation based on public information. ICIT 2018: 1381-1386 - [c37]Guo Xu, Tongquan Wei, Junlong Zhou, Mingsong Chen:
Leveraging User Heterogeneities to Maximize Profits in the Cloud. ICPADS 2018: 170-177 - [c36]Changjiang Gou, Anne Benoit, Mingsong Chen, Loris Marchal, Tongquan Wei:
Reliability-Aware Energy Optimization for Throughput-Constrained Applications on MPSoC. ICPADS 2018: 577-586 - [c35]Mingsong Chen, Weiguang Wang, Shi Dong, Xinling Zhou:
Video Vehicle Detection and Recognition Based on MapReduce and Convolutional Neural Network. ICSI (2) 2018: 552-562 - 2017
- [j18]Junlong Zhou, Min Yin, Zhifang Li, Kun Cao, Jianming Yan, Tongquan Wei, Mingsong Chen, Xin Fu:
Fault-Tolerant Task Scheduling for Mixed-Criticality Real-Time Systems. J. Circuits Syst. Comput. 26(1): 1750016:1-1750016:17 (2017) - [j17]