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ORCIDMingsong 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
![[0000-0003-3828-4996]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-3828-4996")
(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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Books and Theses
- 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
Journal Articles
- 2025
- [j83]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) - 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) - 2023
- [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) - 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) - 2021
- [j49]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) - [j48]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) - [j47]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) - [j46]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) - [j45]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) - [j44]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) - [j43]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) - [j42]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) - [j41]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) - 2020
- [j40]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) - [j39]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) - [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) - 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) - 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) - 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]Siyuan Xu, Han Zhuang, Xin Fu, Junlong Zhou, Mingsong Chen:
GPU-Based Fluid Motion Estimation Using Energy Constraint. J. Circuits Syst. Comput. 26(2): 1750022:1-1750022:20 (2017) - [j16]Junlong Zhou, Kun Cao, Peijin Cong, Tongquan Wei, Mingsong Chen, Gongxuan Zhang, Jianming Yan, Yue Ma:
Reliability and temperature constrained task scheduling for makespan minimization on heterogeneous multi-core platforms. J. Syst. Softw. 133: 1-16 (2017) - [j15]Chenhao Xie, Jingweijia Tan, Mingsong Chen, Yang Yi, Lu Peng, Xin Fu:
Emerging technology enabled energy-efficient GPGPUs register file. Microprocess. Microsystems 50: 175-188 (2017) - [j14]Yongxiang Bao, Mingsong Chen, Qi Zhu, Tongquan Wei, Frédéric Mallet, Tingliang Zhou:
Quantitative Performance Evaluation of Uncertainty-Aware Hybrid AADL Designs Using Statistical Model Checking. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(12): 1989-2002 (2017) - [j13]Kaige Yan, Lu Peng, Mingsong Chen, Xin Fu:
Exploring Energy-Efficient Cache Design in Emerging Mobile Platforms. ACM Trans. Design Autom. Electr. Syst. 22(4): 58:1-58:20 (2017) - [j12]Mingsong Chen, Yongxiang Bao, Xin Fu, Geguang Pu, Tongquan Wei:
Efficient Resource Constrained Scheduling Using Parallel Two-Phase Branch-and-Bound Heuristics. IEEE Trans. Parallel Distributed Syst. 28(5): 1299-1314 (2017) - 2016
- [j11]Mingsong Chen, Xinqian Zhang, Geguang Pu, Xin Fu, Prabhat Mishra:
Efficient Resource Constrained Scheduling Using Parallel Structure-Aware Pruning Techniques. IEEE Trans. Computers 65(7): 2059-2073 (2016) - [j10]Junlong Zhou, Tongquan Wei, Mingsong Chen, Jianming Yan, Xiaobo Sharon Hu, Yue Ma:
Thermal-Aware Task Scheduling for Energy Minimization in Heterogeneous Real-Time MPSoC Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(8): 1269-1282 (2016) - [j9]Jingweijia Tan, Zhi Li, Mingsong Chen, Xin Fu:
Exploring Soft-Error Robust and Energy-Efficient Register File in GPGPUs using Resistive Memory. ACM Trans. Design Autom. Electr. Syst. 21(2): 34:1-34:25 (2016) - [j8]Jingweijia Tan, Mingsong Chen, Yang Yi, Xin Fu:
Mitigating the Impact of Hardware Variability for GPGPUs Register File. IEEE Trans. Parallel Distributed Syst. 27(11): 3283-3297 (2016) - 2014
- [j7]Mingsong Chen, Xiaoke Qin, Prabhat Mishra:
Learning-oriented Property Decomposition for Automated Generation of Directed Tests. J. Electron. Test. 30(3): 287-306 (2014) - 2013
- [j6]Zheng Wang, Geguang Pu, Jianwen Li, Yuxiang Chen, Yongxin Zhao, Mingsong Chen, Bin Gu, Mengfei Yang, Jifeng He:
A novel requirement analysis approach for periodic control systems. Frontiers Comput. Sci. 7(2): 214-235 (2013) - 2012
- [j5]Mingsong Chen, Prabhat Mishra, Dhrubajyoti Kalita:
Automatic RTL Test Generation from SystemC TLM Specifications. ACM Trans. Embed. Comput. Syst. 11(2): 38:1-38:25 (2012) - 2011
- [j4]Mingsong Chen, Prabhat Mishra:
Property Learning Techniques for Efficient Generation of Directed Tests. IEEE Trans. Computers 60(6): 852-864 (2011) - 2010
- [j3]Mingsong Chen, Prabhat Mishra, Dhrubajyoti Kalita:
Efficient test case generation for validation of UML activity diagrams. Des. Autom. Embed. Syst. 14(2): 105-130 (2010) - [j2]Mingsong Chen, Prabhat Mishra:
Functional Test Generation Using Efficient Property Clustering and Learning Techniques. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 29(3): 396-404 (2010) - 2009
- [j1]Mingsong Chen, Xiaokang Qiu, Wei Xu, Linzhang Wang, Jianhua Zhao, Xuandong Li:
UML Activity Diagram-Based Automatic Test Case Generation For Java Programs. Comput. J. 52(5): 545-556 (2009)
Conference and Workshop Papers
- 2024
- [c89]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 - [c88]Lingfeng Wen, Xuan Tang, Mingjie Ouyang, Xiangxiang Shen, Jian Yang, Daxin Zhu, Mingsong Chen, Xian Wei:
Hyperbolic Graph Diffusion Model. AAAI 2024: 15823-15831 - [c87]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 - [c86]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 - [c85]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 - [c84]Kexin Ke, Jian Yang, Yingjie Liu, Mingsong Chen, Xian Wei, Xuan Tang:
Social Lode: Human Trajectory Prediction with Latent Odes. ICASSP 2024: 5360-5364 - [c83]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 - [c82]Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen:
Top-L Most Influential Community Detection Over Social Networks. ICDE 2024: 5767-5779 - [c81]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 - [c80]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 - [c79]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 - [c78]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 - [c77]Ziqi Yao, Lianzhi Li, Mingsong Chen, Xian Wei, Cheng Chen:
Approximate Matrix Multiplication over Sliding Windows. KDD 2024: 3896-3906 - 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 - 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 - 2021
- [c53]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 - [c52]Ting Wang, Jiawei Mao, Mingsong Chen, Gang Liu, Jieming Di, Shui Yu:
ICE: Intelligent Caching at the Edge. GLOBECOM 2021: 1-6 - [c51]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 - 2020
- [c50]Fei Gao, Frédéric Mallet, Min Zhang, Mingsong Chen:
Modeling and Verifying Uncertainty-Aware Timing Behaviors using Parametric Logical Time Constraint. DATE 2020: 376-381 - [c49]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 - [c48]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 - [c47]Haifeng Gu, Mingsong Chen, Yanzhao Wang, Fei Xie:
SpectreCheck: An Approach to Detecting Speculative Execution Side Channels in Data Cache. ICESS 2020: 1-8 - [c46]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 - 2019
- [c45]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 - [c44]Ming Hu, Tongquan Wei, Min Zhang, Frédéric Mallet, Mingsong Chen:
Sample-Guided Automated Synthesis for CCSL Specifications. DAC 2019: 98 - [c43]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 - [c42]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 - [c41]Xinyu Zhan, Mingsong Chen, Shui Yu, Yue Zhang:
Adaptive Detection Method for Packet-In Message Injection Attack in SDN. ICA3PP (2) 2019: 482-495 - [c40]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 - [c39]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
- [c38]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 - [c37]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 - [c36]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 - [c35]Guo Xu, Tongquan Wei, Junlong Zhou, Mingsong Chen:
Leveraging User Heterogeneities to Maximize Profits in the Cloud. ICPADS 2018: 170-177 - [c34]Changjiang Gou, Anne Benoit, Mingsong Chen, Loris Marchal, Tongquan Wei:
Reliability-Aware Energy Optimization for Throughput-Constrained Applications on MPSoC. ICPADS 2018: 577-586 - 2017
- [c33]Wenjie Chen, Yangyang Ma, Zhilei Chai, Mingsong Chen:
FingerVoice: A Syllable Based Input System Via Fingers Touching. ASSETS 2017: 375-376 - [c32]Jie Liu, Jing Liu, Miaomiao Zhang, Haiying Sun, Xiaohong Chen, Dehui Du, Mingsong Chen:
An Approach to Proving Proof Obligation of Hybrid Event B Based on Differential Invariants. COMPSAC (1) 2017: 138-143 - [c31]Muhammad Hassan, Vladimir Herdt, Hoang M. Le, Mingsong Chen, Daniel Große, Rolf Drechsler:
Data flow testing for virtual prototypes. DATE 2017: 380-385 - [c30]Junlong Zhou, Jianming Yan, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu:
Energy-adaptive scheduling of imprecise computation tasks for QoS optimization in real-Time MPSoC systems. DATE 2017: 1402-1407 - [c29]Wenjie Chen, Yangyang Ma, Zhilei Chai, Mingsong Chen, Daojing He:
An FPGA-Based Real-Time Moving Object Tracking Approach. ICA3PP 2017: 65-80 - [c28]Peijin Cong, Liying Li, Gaoyuan Shao, Junlong Zhou, Mingsong Chen, Kai Huang, Tongquan Wei:
User Perceived Value-Aware Cloud Pricing for Profit Maximization of Multiserver Systems. ICPADS 2017: 537-544 - [c27]Bicheng Liu, Shouzhen Gu, Mingsong Chen, Wang Kang, Jingtong Hu, Qingfeng Zhuge, Edwin Hsing-Mean Sha:
An Efficient Racetrack Memory-Based Processing-in-Memory Architecture for Convolutional Neural Networks. ISPA/IUCC 2017: 383-390 - 2016
- [c26]Haiying Sun, Mingsong Chen, Min Zhang, Jing Liu, Ying Zhang:
Improving Defect Detection Ability of Derived Test Cases Based on Mutated UML Activity Diagrams. COMPSAC 2016: 275-280 - [c25]Fan Gu, Xinqian Zhang, Mingsong Chen, Daniel Große, Rolf Drechsler:
Quantitative timing analysis of UML activity diagrams using statistical model checking. DATE 2016: 780-785 - [c24]Junlong Zhou, Jianfei Chen, Kun Cao, Tongquan Wei, Mingsong Chen:
Game Theoretic Energy Allocation for Renewable Powered In-Situ Server Systems. ICPADS 2016: 721-728 - [c23]Siyuan Xu, Weikai Miao, Thomas Kunz, Tongquan Wei, Mingsong Chen:
Quantitative Analysis of Variation-Aware Internet of Things Designs Using Statistical Model Checking. QRS 2016: 274-285 - [c22]Yuanyang Wang, Xiaohong Chen, Haiying Sun, Mingsong Chen:
Choosing the Best Strategy for Energy Aware Building System: an SVM-based Approach. SEKE 2016: 547-550 - 2015
- [c21]Xiaohong Chen, Fan Gu, Mingsong Chen, Dehui Du, Jing Liu, Haiying Sun:
Evaluating Energy Consumption for Cyber-Physical Energy System: An Environment Ontology-Based Approach. COMPSAC 2015: 5-14 - [c20]Mingsong Chen, Daian Yue, Xiaoke Qin, Xin Fu, Prabhat Mishra:
Variation-aware evaluation of MPSoC task allocation and scheduling strategies using statistical model checking. DATE 2015: 199-204 - 2014
- [c19]Yan Shen, Jianwen Li, Zheng Wang, Ting Su, Bin Fang, Geguang Pu, Wanwei Liu, Mingsong Chen:
Runtime Verification by Convergent Formula Progression. APSEC (1) 2014: 255-262 - [c18]Saijie Huang, Mingsong Chen, Xiao Liu, Dehui Du, Xiaohong Chen:
Variation-Aware Resource Allocation Evaluation for Cloud Workflows Using Statistical Model Checking. BDCloud 2014: 201-208 - [c17]Dehui Du, Mingsong Chen, Xiao Liu, Yun Yang:
A novel quantitative evaluation approach for software project schedules using statistical model checking. ICSE Companion 2014: 476-479 - [c16]Ang Li, Zishan Qin, Mingsong Chen, Jing Liu:
ADAutomation: An Activity Diagram Based Automated GUI Testing Framework for Smartphone Applications. SERE 2014: 68-77 - [c15]Mingsong Chen, Fan Gu, Lei Zhou, Geguang Pu, Xiao Liu:
Efficient Two-Phase Approaches for Branch-and-Bound Style Resource Constrained Scheduling. VLSID 2014: 162-167 - 2013
- [c14]Mingsong Chen, Lei Zhou, Geguang Pu, Jifeng He:
Bound-oriented parallel pruning approaches for efficient resource constrained scheduling of high-level synthesis. CODES+ISSS 2013: 14:1-14:10 - [c13]Zhucheng Shao, Jing Liu, Zuohua Ding, Mingsong Chen, Ningkang Jiang:
Spatio-temporal Properties Analysis for Cyber-physical Systems. ICECCS 2013: 101-110 - [c12]Mingsong Chen, Saijie Huang, Geguang Pu, Prabhat Mishra:
Branch-and-bound style resource constrained scheduling using efficient structure-aware pruning. ISVLSI 2013: 224-229 - [c11]Mingsong Chen, Prabhat Mishra:
Assertion-Based Functional Consistency Checking between TLM and RTL Models. VLSI Design 2013: 320-325 - 2012
- [c10]Ang Li, Mingsong Chen:
Efficient self-learning techniques for SAT-based test generation. CODES+ISSS 2012: 197-206 - [c9]Zhike Wu, Jing Liu, Xiaohong Chen, Mingsong Chen:
An approach to communicating process modeling of MARTE. Internetware 2012: 6:1-6:9 - [c8]Xiaohong Chen, Mingsong Chen:
Extending the Four-Variable Model for Cyber-Physical Systems. ISORC Workshops 2012: 31-36 - 2011
- [c7]Mingsong Chen, Prabhat Mishra:
Decision ordering based property decomposition for functional test generation. DATE 2011: 167-172 - 2010
- [c6]Mingsong Chen, Xiaoke Qin, Prabhat Mishra:
Efficient decision ordering techniques for SAT-based test generation. DATE 2010: 490-495 - [c5]Xiaoke Qin, Mingsong Chen, Prabhat Mishra:
Synchronized Generation of Directed Tests Using Satisfiability Solving. VLSI Design 2010: 351-356 - 2009
- [c4]Prabhat Mishra, Mingsong Chen:
Efficient Techniques for Directed Test Generation Using Incremental Satisfiability. VLSI Design 2009: 65-70 - 2008
- [c3]Mingsong Chen, Prabhat Mishra, Dhrubajyoti Kalita:
Coverage-driven automatic test generation for uml activity diagrams. ACM Great Lakes Symposium on VLSI 2008: 139-142 - 2007
- [c2]Mingsong Chen, Prabhat Mishra, Dhrubajyoti Kalita:
Towards RTL test generation from SystemC TLM specifications. HLDVT 2007: 91-96 - 2006
- [c1]Mingsong Chen, Xiaokang Qiu, Xuandong Li:
Automatic Test Case Generation for UML Activity Diagrams. AST 2006: 2-8
Informal and Other Publications
- 2024
- [i44]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) - [i43]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) - [i42]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) - [i41]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) - [i40]Qi Wen, Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen:
Reverse Influential Community Search Over Social Networks (Technical Report). CoRR abs/2405.01510 (2024) - [i39]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) - [i38]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) - [i37]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) - [i36]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) - [i35]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) - [i34]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) - 2023
- [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
- [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
- [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
- [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)
Coauthor Index
[j71] [j62] [j60] [j56] [j55] [j53] [j51] [j50] [j47] [j45] [j44] [j43] [j42] [j41] [j38] [j36] [j35] [j33] [j32] [j31] [j30] [j28] [j27] [j26] [j25] [j23] [j22] [j21] [j20] [j19] [j18] [j16] [j14] [j12] [j10] [c53] [c46] [c44] [c43] [c42] [c39] [c38] [c37] [c36] [c35] [c34] [c30] [c28] [c24] [c23] [i1]
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