Mingsong Chen - RankMe

262 papers A* 26A 20B 18C 8Misc 11Journal 153Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Effective reinforcement learning-based dynamic flexible job shop scheduling using two-stage dispatching. J. Syst. Archit. Jiepin Ding, Jun Xia, Yutong Ye, Mingsong Chen
2026	J	`jnl`	HyEvo: Self-Evolving Hybrid Agentic Workflows for Efficient Reasoning. CoRR Beibei Xu, Yutong Ye, Chuyun Shen, Yingbo Zhou, Cheng Chen, Mingsong Chen
2026	J	`jnl`	S${}^{2}$2FL: Toward Efficient and Accurate Heterogeneous Split Federated Learning. IEEE Trans. Computers Dengke Yan, Ming Hu, Xiaofei Xie, Yanxin Yang, Mingsong Chen
2025	J	`jnl`	A Survey of Geometric Optimization for Deep Learning: From Euclidean Space to Riemannian Manifold. ACM Comput. Surv. Yanhong Fei, Yingjie Liu, Chentao Jia, Zhengyu Li, Xian Wei, Mingsong Chen
2025	Misc	`conf`	CE-FFT: Communication-Efficient Federated Fine-Tuning for Large Language Models via Quantization and In-Context Learning. ICASSP Pengyu Zhang, Yingjie Liu, Yingbo Zhou, Ming Hu, Xian Wei, Mingsong Chen
2025	J	`jnl`	Continuous Subgraph Matching via Cost-Model-based Dynamic Vertex Dominance Embeddings. Proc. ACM Manag. Data Yutong Ye, Xiang Lian, Nan Zhang, Mingsong Chen
2025	J	`jnl`	CyclicFL: Efficient Federated Learning with Cyclic Model Pre-training. J. Circuits Syst. Comput. Pengyu Zhang, Yingbo Zhou, Ming Hu, Xian Wei, Mingsong Chen
2025	J	`jnl`	Energy-Efficient Shop Scheduling Using Space-Cooperation Multi-Objective Optimization. IEEE Trans. Sustain. Comput. Jiepin Ding, Jun Xia, Yaning Yang, Junlong Zhou, Mingsong Chen, Keqin Li
2025	B	`conf`	Enhancing Cognitive Game Tracing via Diverse Information and Time-aware Modeling. CogSci Yang Yu, Bo Ma, Liangyu Chen, Mingsong Chen
2025	Misc	`conf`	EqGAN: Reformation-based Feature Equalization Fusion for Few-shot Image Generation. ICASSP Yingbo Zhou, Zhihao Yue, Yutong Ye, Pengyu Zhang, Xian Wei, Mingsong Chen
2025	J	`jnl`	FedGraft: Memory-Aware Heterogeneous Federated Learning via Model Grafting. IEEE Trans. Mob. Comput. Ruixuan Liu, Ming Hu, Zeke Xia, Xiaofei Xie, Jun Xia, Pengyu Zhang, Yihao Huang, Mingsong Chen
2025	Misc	`conf`	FiTGAN: Content Fusion with Style Transformation for Few-shot Image Generation. ICASSP Yingbo Zhou, Pengyu Zhang, Yutong Ye, Zhihao Yue, Xian Wei, Mingsong Chen
2025	A*	`conf`	FilterFL: Knowledge Filtering-based Data-Free Backdoor Defense for Federated Learning. CCS Yanxin Yang, Ming Hu, Xiaofei Xie, Yue Cao, Pengyu Zhang, Yihao Huang, Mingsong Chen
2025	J	`jnl`	FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control. CoRR Yutong Ye, Yingbo Zhou, Zhusen Liu, Xiao Du, Hao Zhou, Xiang Lian, Mingsong Chen
2025	A	`conf`	GCLS CIKM Qi Wen, Yiyang Zhang, Yutong Ye, Yingbo Zhou, Nan Zhang, Xiang Lian, Mingsong Chen
2025	—	`conf`	Gradients as An Action: Towards Communication-Efficient Federated Recommender Systems via Adaptive Action Sharing. KDD (2) Zhufeng Lu, Chentao Jia, Ming Hu, Xiaofei Xie, Mingsong Chen
2025	J	`jnl`	Gradients as an Action: Towards Communication-Efficient Federated Recommender Systems via Adaptive Action Sharing. CoRR Zhufeng Lu, Chentao Jia, Ming Hu, Xiaofei Xie, Mingsong Chen
2025	J	`jnl`	Hyperbolic Contrastive Learning for Hierarchical 3D Point Cloud Embedding. CoRR Yingjie Liu, Pengyu Zhang, Ziyao He, Mingsong Chen, Xuan Tang, Xian Wei
2025	J	`jnl`	Integrating Convolution and Sparse Coding for Learning Low-Dimensional Discriminative Image Representations. IEEE Trans. Neural Networks Learn. Syst. Xian Wei, Yingjie Liu, Xuan Tang, Shui Yu, Mingsong Chen
2025	A	`conf`	Jointly Ensuring Timing Disparity and End-to-End Latency Constraints in Hybrid DAGs. RTAS Jinghao Sun, Xisheng Li, Mingyang Gong, Nan Guan, Zhishan Guo, Mingsong Chen, Jun Zhao, Qingxu Deng
2025	A*	`conf`	MMDFL: Multi-Model-based Decentralized Federated Learning for Resource-Constrained AIoT Systems. DAC Dengke Yan, Yanxin Yang, Ming Hu, Xin Fu, Mingsong Chen
2025	J	`jnl`	MobiPTP: Mobile Precision Time Protocol for Ubiquitous Communication Scenarios. IEEE Trans. Netw. Zhongjia Wang, Guoqi Xie, Dongsheng Wei, Yunfei Zhang, Yixue Lei, Yuhang Jia, Mingsong Chen, Wanli Chang, Kenli Li
2025	J	`jnl`	Multi-Objective Deep Reinforcement Learning for Function Offloading in Serverless Edge Computing. IEEE Trans. Serv. Comput. Yaning Yang, Xiao Du, Yutong Ye, Jiepin Ding, Ting Wang, Mingsong Chen, Keqin Li
2025	A*	`conf`	MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay. AAAI Zeke Xia, Ming Hu, Dengke Yan, Ruixuan Liu, Anran Li, Xiaofei Xie, Mingsong Chen
2025	C	`conf`	MuseCNN: Embedding-Guided Polyphonic Music Accompaniment Generation. SEKE Yuyang Wang, Yutong Ye, Yingbo Zhou, Qi Wen, Xiang Lian, Xian Wei, Mingsong Chen
2025	J	`jnl`	NANI: Energy-efficient Neuron-Aware hardware Noise Injection for adversarial defense using undervolting. J. Syst. Archit. Lening Wang, Qiyu Wan, Jing Wang, Mingsong Chen, Lu Peng, Xin Fu
2025	J	`jnl`	OMGSR: You Only Need One Mid-timestep Guidance for Real-World Image Super-Resolution. CoRR Zhiqiang Wu, Zhaomang Sun, Tong Zhou, Bingtao Fu, Ji Cong, Yitong Dong, Huaqi Zhang, Xuan Tang, Mingsong Chen, Xian Wei
2025	J	`jnl`	Optimal Approximate Matrix Multiplication over Sliding Windows. CoRR Ziqi Yao, Mingsong Chen, Cheng Chen
2025	A*	`conf`	PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction. IJCAI Xiangxiang Shen, Zheng Wan, Lingfeng Wen, Licheng Sun, Jian Yang, Xuan Tang, Shing-Ho J. Lin, Xiao He, Mingsong Chen, Xian Wei
2025	A*	`conf`	R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection. ICLR Zhiqiang Wu, Yingjie Liu, Hanlin Dong, Xuan Tang, Jian Yang, Bo Jin, Mingsong Chen, Xian Wei
2025	J	`jnl`	Reliability-Aware Personalized Deployment of Approximate Computation IoT Applications in Serverless Mobile Edge Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Kun Cao, Mingsong Chen, Stamatis Karnouskos, Shiyan Hu
2025	J	`jnl`	S3AND: Efficient Subgraph Similarity Search Under Aggregated Neighbor Difference Semantics (Technical Report). CoRR Qi Wen, Yutong Ye, Xiang Lian, Mingsong Chen
2025	J	`jnl`	S^3AND: Efficient Subgraph Similarity Search Under Aggregated Neighbor Difference Semantics. Proc. VLDB Endow. Qi Wen, Yutong Ye, Xiang Lian, Mingsong Chen
2025	A	`conf`	Supplementary Material for STTODE: Spatio-Temporal Transformer Ordinary Differential Equation Networks for Pedestrian Trajectory Forecasting. ICME Yi Zou, Yingjie Liu, Jian Yang, Mingsong Chen, Xuan Tang, Xian Wei
2025	J	`jnl`	VulStamp: Vulnerability Assessment using Large Language Model. CoRR Hao Shen, Ming Hu, Xiaofei Xie, Jiaye Li, Mingsong Chen
2025	J	`jnl`	What You See Is What You Get: Prototype Generation for IoT End-User Programming. IEEE Trans. Software Eng. Xiaohong Chen, Shi Chen, Zhi Jin, Zihan Chen, Mingsong Chen
2025	J	`jnl`	When foresight pruning meets zeroth-order optimization: Efficient federated learning for low-memory devices. J. Syst. Archit. Pengyu Zhang, Yingjie Liu, Yingbo Zhou, Xian Wei, Mingsong Chen
2024	A*	`conf`	AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems. DAC Chentao Jia, Ming Hu, Zekai Chen, Yanxin Yang, Xiaofei Xie, Yang Liu, Mingsong Chen
2024	J	`jnl`	An Empirical Study of Vulnerability Detection using Federated Learning. CoRR Peiheng Zhou, Ming Hu, Xingrun Quan, Yawen Peng, Xiaofei Xie, Yanxin Yang, Chengwei Liu, Yueming Wu, Mingsong Chen
2024	A*	`conf`	Approximate Matrix Multiplication over Sliding Windows. KDD Ziqi Yao, Lianzhi Li, Mingsong Chen, Xian Wei, Cheng Chen
2024	J	`jnl`	CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance. CoRR Zeke Xia, Ming Hu, Dengke Yan, Xiaofei Xie, Tianlin Li, Anran Li, Junlong Zhou, Mingsong Chen
2024	J	`jnl`	CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zeke Xia, Ming Hu, Dengke Yan, Xiaofei Xie, Tianlin Li, Anran Li, Junlong Zhou, Mingsong Chen
2024	J	`jnl`	Connecting the physical space and cyber space of autonomous systems more closely. Real Time Syst. Xisheng Li, Jinghao Sun, Jiarui Wang, Kailu Duan, Mingsong Chen, Nan Guan, Zhishan Guo, Qingxu Deng, Yong Xie
2024	B	`conf`	Continual Learning of 3D Point Cloud with Hyperbolic Manifold Replay. ICTAI Jin Yu, Zihao Xu, Zhengyu Li, Mingsong Chen, Xuan Tang, Xian Wei
2024	J	`jnl`	DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network. Mach. Learn. Songwen Pei, Jiyao Wang, Bingxue Zhang, Wei Qin, Hai Xue, Xiaochun Ye, Mingsong Chen
2024	B	`conf`	DSA-SCGC: A Dual Self-Attention Mechanism based on Space-Channel Grouped Compression for Vehicle Re-Identification. IJCNN Yuejun Jiao, Song Qiu, Li Sun, Dingding Han, Qingli Li, Mingsong Chen
2024	J	`jnl`	Dynamic Subgraph Matching via Cost-Model-based Vertex Dominance Embeddings (Technical Report). CoRR Yutong Ye, Xiang Lian, Nan Zhang, Mingsong Chen
2024	B	`conf`	ECKT: Enhancing Code Knowledge Tracing via Large Language Models. CogSci Yang Yu, Yingbo Zhou, Yaokang Zhu, Yutong Ye, Liangyu Chen, Mingsong Chen
2024	J	`jnl`	Effective Community Detection Over Streaming Bipartite Networks (Technical Report). CoRR Nan Zhang, Yutong Ye, Yuyang Wang, Xiang Lian, Mingsong Chen
2024	J	`jnl`	Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding. Proc. VLDB Endow. Yutong Ye, Xiang Lian, Mingsong Chen
2024	J	`jnl`	Efficient one-shot Neural Architecture Search with progressive choice freezing evolutionary search. Neurocomputing Chen Zhang, Qiyu Wan, Lening Wang, Yu Wen, Mingsong Chen, Jingweijia Tan, Kaige Yan, Xin Fu
2024	A*	`conf`	Exact Fusion via Feature Distribution Matching for Few-Shot Image Generation. CVPR Yingbo Zhou, Yutong Ye, Pengyu Zhang, Xian Wei, Mingsong Chen
2024	A*	`conf`	FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation. ICDE Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Anran Li, Yang Liu, Xiang Lian, Mingsong Chen
2024	A*	`conf`	FedMut: Generalized Federated Learning via Stochastic Mutation. AAAI Ming Hu, Yue Cao, Anran Li, Zhiming Li, Chengwei Liu, Tianlin Li, Mingsong Chen, Yang Liu
2024	C	`conf`	FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation. SEKE Jiawen Weng, Zeke Xia, Ran Li, Ming Hu, Mingsong Chen
2024	J	`jnl`	FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation. CoRR Jiawen Weng, Zeke Xia, Ran Li, Ming Hu, Mingsong Chen
2024	J	`jnl`	FlexFL: Heterogeneous Federated Learning via APoZ-Guided Flexible Pruning in Uncertain Scenarios. CoRR Zekai Chen, Chentao Jia, Ming Hu, Xiaofei Xie, Anran Li, Mingsong Chen
2024	J	`jnl`	FlexFL: Heterogeneous Federated Learning via APoZ-Guided Flexible Pruning in Uncertain Scenarios. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zekai Chen, Chentao Jia, Ming Hu, Xiaofei Xie, Anran Li, Mingsong Chen
2024	J	`jnl`	GCLS CoRR Qi Wen, Yiyang Zhang, Yutong Ye, Yingbo Zhou, Nan Zhang, Xiang Lian, Mingsong Chen
2024	A*	`conf`	Hyperbolic Graph Diffusion Model. AAAI Lingfeng Wen, Xuan Tang, Mingjie Ouyang, Xiangxiang Shen, Jian Yang, Daxin Zhu, Mingsong Chen, Xian Wei
2024	J	`jnl`	Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems. IEEE Trans. Sustain. Comput. Peijin Cong, Junlong Zhou, Weiming Jiang, Mingsong Chen, Shiyan Hu, Keqin Li
2024	A*	`conf`	Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination. KDD Ming Hu, Zhihao Yue, Xiaofei Xie, Cheng Chen, Yihao Huang, Xian Wei, Xiang Lian, Yang Liu, Mingsong Chen
2024	J	`jnl`	Knowledge-Based Effective Dispatch for Job Shop Scheduling. J. Circuits Syst. Comput. Jiepin Ding, Jun Xia, Yutong Ye, Yuan Ma, Mingsong Chen
2024	J	`jnl`	KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting. CoRR Zeke Xia, Ming Hu, Dengke Yan, Ruixuan Liu, Anran Li, Xiaofei Xie, Mingsong Chen
2024	J	`jnl`	MIP: CLIP-based Image Reconstruction from PEFT Gradients. CoRR Peiheng Zhou, Ming Hu, Xiaofei Xie, Yihao Huang, Kangjie Chen, Mingsong Chen
2024	J	`jnl`	Personalized Federated Instruction Tuning via Neural Architecture Search. CoRR Pengyu Zhang, Yingbo Zhou, Ming Hu, Junxian Feng, Jiawen Weng, Mingsong Chen
2024	A*	`conf`	ProEqBEV: Product Group Equivariant BEV Network for 3D Object Detection in Road Scenes of Autonomous Driving. ICRA Hongwei Liu, Jian Yang, Zhengyu Li, Ke Li, Jianzhang Zheng, Xihao Wang, Xuan Tang, Mingsong Chen, Xiong You, Xian Wei
2024	J	`jnl`	Reverse Influential Community Search Over Social Networks (Technical Report). CoRR Qi Wen, Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen
2024	J	`jnl`	SBDet: A Symmetry-Breaking Object Detector via Relaxed Rotation-Equivariance. CoRR Zhiqiang Wu, Yingjie Liu, Hanlin Dong, Xuan Tang, Jian Yang, Bo Jin, Mingsong Chen, Xian Wei
2024	A*	`conf`	SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification. NeurIPS Yanxin Yang, Chentao Jia, Dengke Yan, Ming Hu, Tianlin Li, Xiaofei Xie, Xian Wei, Mingsong Chen
2024	A*	`conf`	Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning. AAAI Xiao Du, Yutong Ye, Pengyu Zhang, Yaning Yang, Mingsong Chen, Ting Wang
2024	Misc	`conf`	Social Lode: Human Trajectory Prediction with Latent Odes. ICASSP Kexin Ke, Jian Yang, Yingjie Liu, Mingsong Chen, Xian Wei, Xuan Tang
2024	B	`conf`	Spatial-Temporal Traffic Prediction Model Based on Adaptive Graphs Fusion and Dual-Graph Collaborative Convolution. IJCNN Zhen Cheng, Song Qiu, Li Sun, Dingding Han, Qingli Li, Mingsong Chen
2024	A*	`conf`	Top- ICDE Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen
2024	J	`jnl`	Towards Intelligent Adaptive Edge Caching Using Deep Reinforcement Learning. IEEE Trans. Mob. Comput. Ting Wang, Yuxiang Deng, Jiawei Mao, Mingsong Chen, Gang Liu, Jieming Di, Keqin Li
2024	A*	`conf`	WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. NeurIPS Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Yiyu Shi, Xian Wei, Mingsong Chen
2024	J	`jnl`	When Foresight Pruning Meets Zeroth-Order Optimization: Efficient Federated Learning for Low-Memory Devices. CoRR Pengyu Zhang, Yingjie Liu, Yingbo Zhou, Xiao Du, Xian Wei, Ting Wang, Mingsong Chen
2024	J	`jnl`	Zeoformer: Coarse-Grained Periodic Graph Transformer for OSDA-Zeolite Affinity Prediction. CoRR Xiangxiang Shen, Zheng Wan, Lingfeng Wen, Licheng Sun, Ou Yang Ming Jie, Xuan Tang, Xian Zeng, Mingsong Chen, Xiao He, Xian Wei
2023	J	`jnl`	A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning. ACM Comput. Surv. Jiepin Ding, Mingsong Chen, Ting Wang, Junlong Zhou, Xin Fu, Keqin Li
2023	J	`jnl`	A Survey of Geometric Optimization for Deep Learning: From Euclidean Space to Riemannian Manifold. CoRR Yanhong Fei, Xian Wei, Yingjie Liu, Zhengyu Li, Mingsong Chen
2023	J	`jnl`	AIoTML: A Unified Modeling Language for AIoT-Based Cyber-Physical Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ming Hu, E. Cao, Hongbing Huang, Min Zhang, Xiaohong Chen, Mingsong Chen
2023	J	`jnl`	Accelerate Safety Model Checking Based on Complementary Approximate Reachability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xiaoyu Zhang, Shengping Xiao, Yechuan Xia, Jianwen Li, Mingsong Chen, Geguang Pu
2023	J	`jnl`	Accelerating Reinforcement Learning-Based CCSL Specification Synthesis Using Curiosity-Driven Exploration. IEEE Trans. Computers Ming Hu, Min Zhang, Frédéric Mallet, Xin Fu, Mingsong Chen
2023	J	`jnl`	AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems. CoRR Ruixuan Liu, Ming Hu, Zeke Xia, Jun Xia, Pengyu Zhang, Yihao Huang, Yang Liu, Mingsong Chen
2023	J	`jnl`	AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems. CoRR Chentao Jia, Ming Hu, Zekai Chen, Yanxin Yang, Xiaofei Xie, Yang Liu, Mingsong Chen
2023	J	`jnl`	Autoencoders with Intrinsic Dimension Constraints for Learning Low Dimensional Image Representations. CoRR Jianzhang Zheng, Hao Shen, Jian Yang, Xuan Tang, Mingsong Chen, Hui Yu, Jielong Guo, Xian Wei
2023	J	`jnl`	Automated Synthesis of Safe Timing Behaviors for Requirements Models Using CCSL. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ming Hu, Jun Xia, Min Zhang, Xiaohong Chen, Frédéric Mallet, Mingsong Chen
2023	A	`conf`	Brief Industry Paper: RTLight: Digital Twin-Based Real-Time Federated Traffic Signal Control. RTSS Yutong Ye, Zhiwei Ling, Yaning Yang, Xian Wei, Cheng Chen, Su Chen, Mingsong Chen
2023	A	`conf`	Brief Industry Paper: Towards Efficient Task Scheduling for AUTOSAR using Parallel Pruning. RTSS Yanxing Yang, Nan Zhang, Dengke Yan, Xian Wei, Junlong Zhou, Hong Liu, Mingsong Chen
2023	B	`conf`	CCH-YOLOX: Improved YOLOX for Challenging Vehicle Detection from UAV Images. IJCNN Zhuang Liu, Song Qiu, Mingsong Chen, Dingding Han, Tiantian Qi, Qingli Li, Yue Lu
2023	J	`jnl`	Carbon Emissions Reduction of Neural Network by Discrete Rank Pruning. CCF Trans. High Perform. Comput. Songwen Pei, Jie Luo, Sheng Liang, Haonan Ding, Xiaochun Ye, Mingsong Chen
2023	B	`conf`	Continual Learning via Manifold Expansion Replay. SMC Zihao Xu, Xuan Tang, Yufei Shi, Jianfeng Zhang, Jian Yang, Mingsong Chen, Xian Wei
2023	J	`jnl`	Continual Learning via Manifold Expansion Replay. CoRR Zihao Xu, Xuan Tang, Yufei Shi, Jianfeng Zhang, Jian Yang, Mingsong Chen, Xian Wei
2023	J	`jnl`	CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning. CoRR Pengyu Zhang, Yingbo Zhou, Ming Hu, Xin Fu, Xian Wei, Mingsong Chen
2023	J	`jnl`	DSAM-GN: Graph Network based on Dynamic Similarity Adjacency Matrices for Vehicle Re-identification. CoRR Yuejun Jiao, Song Qiu, Mingsong Chen, Dingding Han, Qingli Li, Yue Lu
2023	J	`jnl`	Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding (Technical Report). CoRR Yutong Ye, Xiang Lian, Mingsong Chen
2023	J	`jnl`	Efficient Federated Learning for AIoT Applications Using Knowledge Distillation. IEEE Internet Things J. Tian Liu, Jun Xia, Zhiwei Ling, Xin Fu, Shui Yu, Mingsong Chen
2023	J	`jnl`	Enabling High-Efficient ReRAM-Based CNN Training Via Exploiting Crossbar-Level Insignificant Writing Elimination. IEEE Trans. Computers Lening Wang, Qiyu Wan, Peixun Ma, Jing Wang, Mingsong Chen, Shuaiwen Leon Song, Xin Fu
2023	J	`jnl`	Energy and Reliability-Aware Task Scheduling for Cost Optimization of DVFS-Enabled Cloud Workflows. IEEE Trans. Cloud Comput. E. Cao, Saira Musa, Mingsong Chen, Tongquan Wei, Xian Wei, Xin Fu, Meikang Qiu
2023	J	`jnl`	EqGAN: Feature Equalization Fusion for Few-shot Image Generation. CoRR Yingbo Zhou, Zhihao Yue, Yutong Ye, Pengyu Zhang, Xian Wei, Mingsong Chen
2023	J	`jnl`	FairLight: Fairness-Aware Autonomous Traffic Signal Control With Hierarchical Action Space. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yutong Ye, Jiepin Ding, Ting Wang, Junlong Zhou, Xian Wei, Mingsong Chen
2023	—	`conf`	FedEntropy: Efficient Federated Learning for Non-IID Scenarios Using Maximum Entropy Judgment-based Client Selection. ISPA/BDCloud/SocialCom/SustainCom Zhiwei Ling, Zhihao Yue, Jun Xia, Ting Wang, Mingsong Chen, Xiang Lian
2023	J	`jnl`	FedMR: Federated Learning via Model Recombination. CoRR Ming Hu, Zhihao Yue, Zhiwei Ling, Yihao Huang, Cheng Chen, Xian Wei, Yang Liu, Mingsong Chen
2023	J	`jnl`	Filtering Out High Noise Data for Distributed Deep Neural Networks. IEEE Trans Autom. Sci. Eng. Yangguang Cui, Liying Li, Zhe Tao, Mingsong Chen, Tongquan Wei
2023	A	`conf`	GitFL: Uncertainty-Aware Real-Time Asynchronous Federated Learning Using Version Control. RTSS Ming Hu, Zeke Xia, Dengke Yan, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen
2023	J	`jnl`	Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning. CoRR Dengke Yan, Ming Hu, Zeke Xia, Yanxin Yang, Jun Xia, Xiaofei Xie, Mingsong Chen
2023	J	`jnl`	Hierarchical Relational Graph Learning for Autonomous Multirobot Cooperative Navigation in Dynamic Environments. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ting Wang, Xiao Du, Mingsong Chen, Keqin Li
2023	A*	`conf`	InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning. IJCAI Yutong Ye, Yingbo Zhou, Jiepin Ding, Ting Wang, Mingsong Chen, Xiang Lian
2023	B	`conf`	LWSA: A Learning-Based Workflow Scheduling Algorithm for Energy-Efficient UAV Delivery System. ICPADS Jiali Wang, Yutong Ye, Ting Wang, Mingsong Chen
2023	—	`book`	Machine Learning Empowered Intelligent Data Center Networking - Evolution, Challenges and Opportunities Ting Wang, Bo Li, Mingsong Chen, Shui Yu
2023	A*	`conf`	Model-Contrastive Learning for Backdoor Elimination. ACM Multimedia Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen
2023	J	`jnl`	Multi-Agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks. IEEE Trans. Wirel. Commun. Xiao Du, Ting Wang, Qiang Feng, Chenhui Ye, Tao Tao, Lu Wang, Yuanming Shi, Mingsong Chen
2023	J	`jnl`	Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation. CoRR Yanxin Yang, Ming Hu, Yue Cao, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen
2023	—	`conf`	RECO: Rotation Equivariant COnvolutional Neural Network for Human Trajectory Forecasting. PRCV (3) Jijun Cheng, Hao Wang, Dongheng Shao, Jian Yang, Mingsong Chen, Xian Wei, Xuan Tang
2023	J	`jnl`	Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning. CoRR Xiao Du, Yutong Ye, Pengyu Zhang, Yaning Yang, Mingsong Chen, Ting Wang
2023	B	`conf`	SparGE: Sparse Coding-based Patient Similarity Learning via Low-rank Constraints and Graph Embedding. IJCNN Yingjie Liu, Xian Wei, See-Kiong Ng, Tongtong Zhang, Mingsong Chen, Xuan Tang
2023	J	`jnl`	Swarm Intelligence-Based Task Scheduling for Enhancing Security for IoT Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Junlong Zhou, Yufan Shen, Liying Li, Cheng Zhuo, Mingsong Chen
2023	J	`jnl`	Top-L Most Influential Community Detection Over Social Networks (Technical Report). CoRR Nan Zhang, Yutong Ye, Xiang Lian, Mingsong Chen
2023	J	`jnl`	WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. CoRR Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Xian Wei, Mingsong Chen
2022	—	`conf`	A Vehicle Re-ID Algorithm Based on Channel Correlation Self-attention and Lstm Local Information Loss. PRICAI (2) Tiantian Qi, Song Qiu, Li Sun, Zhuang Liu, Mingsong Chen, Yue Lyu
2022	A*	`conf`	Accelerated synthesis of neural network-based barrier certificates using collaborative learning. DAC Jun Xia, Ming Hu, Xin Chen, Mingsong Chen
2022	B	`conf`	BS-pFL: Enabling Low-Cost Personalized Federated Learning by Exploring Weight Gradient Sparsity. IJCNN Lening Wang, Manojna Sistla, Mingsong Chen, Xin Fu
2022	C	`conf`	DDoS Attack Detection Combining Time Series-based Multi-dimensional Sketch and Machine Learning. APNOMS Yanchao Sun, Yuanfeng Han, Yue Zhang, Mingsong Chen, Shui Yu, Yimin Xu
2022	—	`conf`	DSAM-GN: Graph Network Based on Dynamic Similarity Adjacency Matrices for Vehicle Re-identification. PRICAI (1) Yuejun Jiao, Song Qiu, Mingsong Chen, Dingding Han, Qingli Li, Yue Lu
2022	J	`jnl`	Efficient Federated Learning Using Layer-Wise Regulation and Momentum Aggregation. J. Circuits Syst. Comput. Fan Zhang, Zekuan Fang, Yiming Li, Mingsong Chen
2022	A*	`conf`	Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation. IJCAI Jun Xia, Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen
2022	J	`jnl`	Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation. CoRR Jun Xia, Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen
2022	J	`jnl`	FedCAT: Towards Accurate Federated Learning via Device Concatenation. CoRR Ming Hu, Tian Liu, Zhiwei Ling, Zhihao Yue, Mingsong Chen
2022	J	`jnl`	FedCross: Towards Accurate Federated Learning via Multi-Model Cross Aggregation. CoRR Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Yang Liu, Mingsong Chen
2022	J	`jnl`	FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment. CoRR Zhiwei Ling, Zhihao Yue, Jun Xia, Ming Hu, Ting Wang, Mingsong Chen
2022	J	`jnl`	FedMR: Fedreated Learning via Model Recombination. CoRR Ming Hu, Zhihao Yue, Zhiwei Ling, Xian Wei, Mingsong Chen
2022	A*	`conf`	Geodesic Self-Attention for 3D Point Clouds. NeurIPS Zhengyu Li, Xuan Tang, Zihao Xu, Xihao Wang, Hui Yu, Mingsong Chen, Xian Wei
2022	J	`jnl`	GitFL: Adaptive Asynchronous Federated Learning using Version Control. CoRR Ming Hu, Zeke Xia, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen
2022	J	`jnl`	HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation. CoRR Jun Xia, Yi Zhang, Zhihao Yue, Ming Hu, Xian Wei, Mingsong Chen
2022	J	`jnl`	Improving IoT data availability via feedback- and voting-based anomaly imputation. Future Gener. Comput. Syst. Liying Li, Haizhou Wang, Youyang Wang, Mingsong Chen, Tongquan Wei
2022	—	`conf`	Learning Extremely Lightweight and Robust Model with Differentiable Constraints on Sparsity and Condition Number. ECCV (4) Xian Wei, Yangyu Xu, Yanhui Huang, Hairong Lv, Hai Lan, Mingsong Chen, Xuan Tang
2022	J	`jnl`	Learning from Attacks: Attacking Variational Autoencoder for Improving Image Classification. CoRR Jianzhang Zheng, Fan Yang, Hao Shen, Xuan Tang, Mingsong Chen, Liang Song, Xian Wei
2022	J	`jnl`	Machine Learning Empowered Intelligent Data Center Networking: A Survey. CoRR Bo Li, Ting Wang, Peng Yang, Mingsong Chen, Shui Yu, Mounir Hamdi
2022	J	`jnl`	Mapping series-parallel streaming applications on hierarchical platforms with reliability and energy constraints. J. Parallel Distributed Comput. Changjiang Gou, Anne Benoit, Mingsong Chen, Loris Marchal, Tongquan Wei
2022	J	`jnl`	Model-Contrastive Learning for Backdoor Defense. CoRR Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen
2022	A	`conf`	MonitorLight: Reinforcement Learning-based Traffic Signal Control Using Mixed Pressure Monitoring. CIKM Zekuan Fang, Fan Zhang, Ting Wang, Xiang Lian, Mingsong Chen
2022	J	`jnl`	Multi-agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks. CoRR Xiao Du, Ting Wang, Qiang Feng, Chenhui Ye, Tao Tao, Yuanming Shi, Mingsong Chen
2022	J	`jnl`	Multiserver configuration for cloud service profit maximization in the presence of soft errors based on grouped grey wolf optimizer. J. Syst. Archit. Peijin Cong, Xiangpeng Hou, Minhui Zou, Jiangshan Dong, Mingsong Chen, Junlong Zhou
2022	J	`jnl`	O-ViT: Orthogonal Vision Transformer. CoRR Yanhong Fei, Yingjie Liu, Xian Wei, Mingsong Chen
2022	—	`conf`	Orthogonal Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting. SSCI Yanhong Fei, Ming Hu, Xian Wei, Mingsong Chen
2022	J	`jnl`	Personality- and Value-Aware Scheduling of User Requests in Cloud for Profit Maximization. IEEE Trans. Cloud Comput. Peijin Cong, Guo Xu, Junlong Zhou, Mingsong Chen, Tongquan Wei, Meikang Qiu
2022	J	`jnl`	Personality-Guided Cloud Pricing via Reinforcement Learning. IEEE Trans. Cloud Comput. Peijin Cong, Junlong Zhou, Mingsong Chen, Tongquan Wei
2022	J	`jnl`	PervasiveFL: Pervasive Federated Learning for Heterogeneous IoT Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jun Xia, Tian Liu, Zhiwei Ling, Ting Wang, Xin Fu, Mingsong Chen
2022	J	`jnl`	Rethinking Data Center Networks: Machine Learning Enables Network Intelligence. J. Commun. Inf. Networks Bo Li, Ting Wang, Peng Yang, Mingsong Chen, Mounir Hamdi
2022	J	`jnl`	Special issue on Reliable Software Technologies (AEiC2021). J. Syst. Archit. Wupan Zhao, Yutong Ye, Jiepin Ding, Ting Wang, Tongquan Wei, Mingsong Chen
2022	J	`jnl`	Throughput-Conscious Energy Allocation and Reliability-Aware Task Assignment for Renewable Powered In-Situ Server Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Junlong Zhou, Kun Cao, Xiumin Zhou, Mingsong Chen, Tongquan Wei, Shiyan Hu
2022	J	`jnl`	Towards Fast and Accurate Federated Learning with Non-IID Data for Cloud-Based IoT Applications. J. Circuits Syst. Comput. Tian Liu, Jiahao Ding, Ting Wang, Miao Pan, Mingsong Chen
2022	J	`jnl`	Towards Fast and Accurate Federated Learning with non-IID Data for Cloud-Based IoT Applications. CoRR Tian Liu, Jiahao Ding, Ting Wang, Miao Pan, Mingsong Chen
2022	C	`conf`	Using Multi-feature Embedding towards Accurate Knowledge Tracing. SEKE Yang Yu, Caidie Huang, Liangyu Chen, Mingsong Chen
2022	Misc	`conf`	Work-in-Progress: Cooperative MLP-Mixer Networks Inference On Heterogeneous Edge Devices through Partition and Fusion. CASES Yiming Li, Shouzhen Gu, Mingsong Chen
2021	J	`jnl`	A Collaborative and Sustainable Edge-Cloud Architecture for Object Tracking with Convolutional Siamese Networks. IEEE Trans. Sustain. Comput. Haifeng Gu, Zishuai Ge, E. Cao, Mingsong Chen, Tongquan Wei, Xin Fu, Shiyan Hu
2021	J	`jnl`	A Feature Fusion Framework and Its Application to Automatic Seizure Detection. IEEE Signal Process. Lett. Chengbin Huang, Weiting Chen, Mingsong Chen, Binhang Yuan
2021	J	`jnl`	An Ensemble Learning-Based Cooperative Defensive Architecture Against Adversarial Attacks. J. Circuits Syst. Comput. Tian Liu, Yunfei Song, Ming Hu, Jun Xia, Jianning Zhang, Mingsong Chen
2021	J	`jnl`	EC-BAAS: Elliptic curve-based batch anonymous authentication scheme for Internet of Vehicles. J. Syst. Archit. Mingyue Zhang, Junlong Zhou, Gongxuan Zhang, Minhui Zou, Mingsong Chen
2021	J	`jnl`	Efficient Federated Learning for AIoT Applications Using Knowledge Distillation. CoRR Tian Liu, Jun Xia, Xian Wei, Ting Wang, Xin Fu, Mingsong Chen
2021	J	`jnl`	Efficient Federated Learning for Cloud-Based AIoT Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xinqian Zhang, Ming Hu, Jun Xia, Tongquan Wei, Mingsong Chen, Shiyan Hu
2021	A	`conf`	Enumeration and Deduction Driven Co-Synthesis of CCSL Specifications using Reinforcement Learning. RTSS Ming Hu, Jiepin Ding, Min Zhang, Frédéric Mallet, Mingsong Chen
2021	J	`jnl`	Exploring reliable edge-cloud computing for service latency optimization in sustainable cyber-physical systems. Softw. Pract. Exp. Kun Cao, Tongquan Wei, Mingsong Chen, Keqin Li, Jian Weng, Wuzheng Tan
2021	J	`jnl`	FDA$^3$: Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications. IEEE Trans. Ind. Informatics Yunfei Song, Tian Liu, Tongquan Wei, Xiangfeng Wang, Zhe Tao, Mingsong Chen
2021	A*	`conf`	FedLight: Federated Reinforcement Learning for Autonomous Multi-Intersection Traffic Signal Control. DAC Yutong Ye, Wupan Zhao, Tongquan Wei, Shiyan Hu, Mingsong Chen
2021	B	`conf`	ICE: Intelligent Caching at the Edge. GLOBECOM Ting Wang, Jiawei Mao, Mingsong Chen, Gang Liu, Jieming Di, Shui Yu
2021	J	`jnl`	Learning Robust and Lightweight Model through Separable Structured Transformations. CoRR Xian Wei, Yanhui Huang, Yangyu Xu, Mingsong Chen, Hai Lan, Yuanxiang Li, Zhongfeng Wang, Xuan Tang
2021	J	`jnl`	Learning-Based Modeling and Optimization for Real-Time System Availability. IEEE Trans. Computers Liying Li, Junlong Zhou, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu
2021	J	`jnl`	Specification-Driven Conformance Checking for Virtual/Silicon Devices Using Mutation Testing. IEEE Trans. Computers Haifeng Gu, Jianning Zhang, Mingsong Chen, Tongquan Wei, Li Lei, Fei Xie
2021	J	`jnl`	ViR: the Vision Reservoir. CoRR Xian Wei, Bin Wang, Mingsong Chen, Ji Yuan, Hai Lan, Jiehuang Shi, Xuan Tang, Bo Jin, Guozhang Chen, Dongping Yang
2020	A	`conf`	Automated Generation of LTL Specifications For Smart Home IoT Using Natural Language. DATE Shiyu Zhang, Juan Zhai, Lei Bu, Mingsong Chen, Linzhang Wang, Xuandong Li
2020	J	`jnl`	DIAVA: A Traffic-Based Framework for Detection of SQL Injection Attacks and Vulnerability Analysis of Leaked Data. IEEE Trans. Reliab. Haifeng Gu, Jianning Zhang, Tian Liu, Ming Hu, Junlong Zhou, Tongquan Wei, Mingsong Chen
2020	J	`jnl`	FDA3 : Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications. CoRR Yunfei Song, Tian Liu, Tongquan Wei, Xiangfeng Wang, Zhe Tao, Mingsong Chen
2020	J	`jnl`	FPGA-Based ROI Encoding for HEVC Video Bitrate Reduction. J. Circuits Syst. Comput. Zhilei Chai, Shen Li, Qunfang He, Mingsong Chen, Wenjie Chen
2020	A	`conf`	Modeling and Verifying Uncertainty-Aware Timing Behaviors using Parametric Logical Time Constraint. DATE Fei Gao, Frédéric Mallet, Min Zhang, Mingsong Chen
2020	J	`jnl`	OO-VR: NUMA Friendly Object-Oriented VR Rendering Framework For Future NUMA-Based Multi-GPU Systems. CoRR Chenhao Xie, Xin Fu, Mingsong Chen, Shuaiwen Leon Song
2020	—	`conf`	Parallel Implementation of H.265 Intra-Frame Coding Based on FPGA Heterogeneous Platform. HPCC/DSS/SmartCity Wenjie Chen, Qunfang He, Shen Li, Bo Xiao, Mingsong Chen, Zhilei Chai
2020	J	`jnl`	Quantitative Timing Analysis for Cyber-Physical Systems Using Uncertainty-Aware Scenario-Based Specifications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ming Hu, Wenxue Duan, Min Zhang, Tongquan Wei, Mingsong Chen
2020	C	`conf`	Reliable and Energy-aware Mapping of Streaming Series-parallel Applications onto Hierarchical Platforms. SBAC-PAD Changjiang Gou, Anne Benoit, Mingsong Chen, Loris Marchal, Tongquan Wei
2020	—	`conf`	SpectreCheck: An Approach to Detecting Speculative Execution Side Channels in Data Cache. ICESS Haifeng Gu, Mingsong Chen, Yanzhao Wang, Fei Xie
2020	J	`jnl`	Statistical Model Checking-Based Evaluation and Optimization for Cloud Workflow Resource Allocation. IEEE Trans. Cloud Comput. Mingsong Chen, Saijie Huang, Xin Fu, Xiao Liu, Jifeng He
2020	J	`jnl`	Uncertainty modeling and runtime verification for autonomous vehicles driving control: A machine learning-based approach. J. Syst. Softw. Dongdong An, Jing Liu, Min Zhang, Xiaohong Chen, Mingsong Chen, Haiying Sun
2019	J	`jnl`	A survey of optimization techniques for thermal-aware 3D processors. J. Syst. Archit. Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, Keqin Li
2019	—	`conf`	Adaptive Detection Method for Packet-In Message Injection Attack in SDN. ICA3PP (2) Xinyu Zhan, Mingsong Chen, Shui Yu, Yue Zhang
2019	J	`jnl`	Affinity-Driven Modeling and Scheduling for Makespan Optimization in Heterogeneous Multiprocessor Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Kun Cao, Junlong Zhou, Peijin Cong, Liying Li, Tongquan Wei, Mingsong Chen, Shiyan Hu, Xiaobo Sharon Hu
2019	A	`conf`	CE-Based Optimization for Real-time System Availability under Learned Soft Error Rate. DATE Liying Li, Tongquan Wei, Junlong Zhou, Mingsong Chen, Xiaobo Sharon Hu
2019	J	`jnl`	Cost and makespan-aware workflow scheduling in hybrid clouds. J. Syst. Archit. Junlong Zhou, Tian Wang, Peijin Cong, Pingping Lu, Tongquan Wei, Mingsong Chen
2019	—	`conf`	Differentially Private Robust ADMM for Distributed Machine Learning. IEEE BigData Jiahao Ding, Xinyue Zhang, Mingsong Chen, Kaiping Xue, Chi Zhang, Miao Pan
2019	J	`jnl`	Directed Test Generation for Validation of Cache Coherence Protocols. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yangdi Lyu, Xiaoke Qin, Mingsong Chen, Prabhat Mishra
2019	J	`jnl`	Energy-aware virtual machine allocation for cloud with resource reservation. J. Syst. Softw. Xinqian Zhang, Tingming Wu, Mingsong Chen, Tongquan Wei, Junlong Zhou, Shiyan Hu, Rajkumar Buyya
2019	J	`jnl`	Game Theoretic Feedback Control for Reliability Enhancement of EtherCAT-Based Networked Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Liying Li, Peijin Cong, Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, Xiaobo Sharon Hu
2019	J	`jnl`	Guest Editorial. J. Electron. Test. Kanad Basu, Mingsong Chen, Rubin A. Parekhji
2019	J	`jnl`	Lifetime-aware real-time task scheduling on fault-tolerant mixed-criticality embedded systems. Future Gener. Comput. Syst. Kun Cao, Guo Xu, Junlong Zhou, Mingsong Chen, Tongquan Wei, Keqin Li
2019	A*	`conf`	OO-VR: NUMA friendly object-oriented VR rendering framework for future NUMA-based multi-GPU systems. ISCA Chenhao Xie, Xin Fu, Mingsong Chen, Shuaiwen Leon Song
2019	—	`conf`	Personality-Aware VNF Deployment for Profit Maximization. ISPA/BDCloud/SocialCom/SustainCom Ruiming Yang, Kun Cao, Peijin Cong, Junlong Zhou, Mingsong Chen, Tongquan Wei
2019	J	`jnl`	QoS-Adaptive Approximate Real-Time Computation for Mobility-Aware IoT Lifetime Optimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Kun Cao, Guo Xu, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu
2019	—	`conf`	Reliability Aware Cost Optimization for Memory Constrained Cloud Workflows. ICA3PP (2) E. Cao, Saira Musa, Jianning Zhang, Mingsong Chen, Tongquan Wei, Xin Fu, Meikang Qiu
2019	J	`jnl`	Resource Management for Improving Soft-Error and Lifetime Reliability of Real-Time MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Junlong Zhou, Jin Sun, Xiumin Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, Xiaobo Sharon Hu
2019	A*	`conf`	Sample-Guided Automated Synthesis for CCSL Specifications. DAC Ming Hu, Tongquan Wei, Min Zhang, Frédéric Mallet, Mingsong Chen
2019	J	`jnl`	Throughput Maximization for Multicore Energy-Harvesting Systems Suffering Both Transient and Permanent Faults. IEEE Access Junlong Zhou, Peijin Cong, Jin Sun, Xiumin Zhou, Tongquan Wei, Mingsong Chen
2018	J	`jnl`	A proof-based method of hybrid systems development using differential invariants. Frontiers Comput. Sci. Jie Liu, Jing Liu, Miaomiao Zhang, Haiying Sun, Xiaohong Chen, Dehui Du, Mingsong Chen
2018	J	`jnl`	Cost-Constrained QoS Optimization for Approximate Computation Real-Time Tasks in Heterogeneous MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Tongquan Wei, Junlong Zhou, Kun Cao, Peijin Cong, Mingsong Chen, Gongxuan Zhang, Xiaobo Sharon Hu, Jianming Yan
2018	J	`jnl`	Developing User Perceived Value Based Pricing Models for Cloud Markets. IEEE Trans. Parallel Distributed Syst. Peijin Cong, Liying Li, Junlong Zhou, Kun Cao, Tongquan Wei, Mingsong Chen, Shiyan Hu
2018	A	`conf`	Feedback control of real-time EtherCAT networks for reliability enhancement in CPS. DATE Liying Li, Peijin Cong, Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu
2018	B	`conf`	Leveraging User Heterogeneities to Maximize Profits in the Cloud. ICPADS Guo Xu, Tongquan Wei, Junlong Zhou, Mingsong Chen
2018	B	`conf`	Reliability-Aware Energy Optimization for Throughput-Constrained Applications on MPSoC. ICPADS Changjiang Gou, Anne Benoit, Mingsong Chen, Loris Marchal, Tongquan Wei
2018	J	`jnl`	Soft error-aware energy-efficient task scheduling for workflow applications in DVFS-enabled cloud. J. Syst. Archit. Tingming Wu, Haifeng Gu, Junlong Zhou, Tongquan Wei, Xiao Liu, Mingsong Chen
2018	A*	`conf`	Specification-driven automated conformance checking for virtual prototype and post-silicon designs. DAC Haifeng Gu, Mingsong Chen, Tongquan Wei, Li Lei, Fei Xie
2018	J	`jnl`	Sustainability-Oriented Evaluation and Optimization for MPSoC Task Allocation and Scheduling under Thermal and Energy Variations. IEEE Trans. Sustain. Comput. Mingsong Chen, Xinqian Zhang, Haifeng Gu, Tongquan Wei, Qi Zhu
2018	J	`jnl`	Thermal-aware correlated two-level scheduling of real-time tasks with reduced processor energy on heterogeneous MPSoCs. J. Syst. Archit. Junlong Zhou, Jianming Yan, Kun Cao, Yanchao Tan, Tongquan Wei, Mingsong Chen, Gongxuan Zhang, Xiaodao Chen, Shiyan Hu
2018	A	`conf`	Variation-aware task allocation and scheduling for improving reliability of real-time MPSoCs. DATE Junlong Zhou, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu, Yue Ma, Gongxuan Zhang, Jianming Yan
2017	—	`conf`	An Approach to Proving Proof Obligation of Hybrid Event B Based on Differential Invariants. COMPSAC (1) Jie Liu, Jing Liu, Miaomiao Zhang, Haiying Sun, Xiaohong Chen, Dehui Du, Mingsong Chen
2017	—	`conf`	An Efficient Racetrack Memory-Based Processing-in-Memory Architecture for Convolutional Neural Networks. ISPA/IUCC Bicheng Liu, Shouzhen Gu, Mingsong Chen, Wang Kang, Jingtong Hu, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2017	C	`conf`	An FPGA-Based Real-Time Moving Object Tracking Approach. ICA3PP Wenjie Chen, Yangyang Ma, Zhilei Chai, Mingsong Chen, Daojing He
2017	A	`conf`	Data flow testing for virtual prototypes. DATE Muhammad Hassan, Vladimir Herdt, Hoang M. Le, Mingsong Chen, Daniel Große, Rolf Drechsler
2017	J	`jnl`	Efficient Resource Constrained Scheduling Using Parallel Two-Phase Branch-and-Bound Heuristics. IEEE Trans. Parallel Distributed Syst. Mingsong Chen, Yongxiang Bao, Xin Fu, Geguang Pu, Tongquan Wei
2017	J	`jnl`	Emerging technology enabled energy-efficient GPGPUs register file. Microprocess. Microsystems Chenhao Xie, Jingweijia Tan, Mingsong Chen, Yang Yi, Lu Peng, Xin Fu
2017	A	`conf`	Energy-adaptive scheduling of imprecise computation tasks for QoS optimization in real-Time MPSoC systems. DATE Junlong Zhou, Jianming Yan, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu
2017	J	`jnl`	Exploring Energy-Efficient Cache Design in Emerging Mobile Platforms. ACM Trans. Design Autom. Electr. Syst. Kaige Yan, Lu Peng, Mingsong Chen, Xin Fu
2017	J	`jnl`	Fault-Tolerant Task Scheduling for Mixed-Criticality Real-Time Systems. J. Circuits Syst. Comput. Junlong Zhou, Min Yin, Zhifang Li, Kun Cao, Jianming Yan, Tongquan Wei, Mingsong Chen, Xin Fu
2017	A	`conf`	FingerVoice: A Syllable Based Input System Via Fingers Touching. ASSETS Wenjie Chen, Yangyang Ma, Zhilei Chai, Mingsong Chen
2017	J	`jnl`	GPU-Based Fluid Motion Estimation Using Energy Constraint. J. Circuits Syst. Comput. Siyuan Xu, Han Zhuang, Xin Fu, Junlong Zhou, Mingsong Chen
2017	J	`jnl`	Quantitative Performance Evaluation of Uncertainty-Aware Hybrid AADL Designs Using Statistical Model Checking. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yongxiang Bao, Mingsong Chen, Qi Zhu, Tongquan Wei, Frédéric Mallet, Tingliang Zhou
2017	J	`jnl`	Reliability and temperature constrained task scheduling for makespan minimization on heterogeneous multi-core platforms. J. Syst. Softw. Junlong Zhou, Kun Cao, Peijin Cong, Tongquan Wei, Mingsong Chen, Gongxuan Zhang, Jianming Yan, Yue Ma
2017	B	`conf`	User Perceived Value-Aware Cloud Pricing for Profit Maximization of Multiserver Systems. ICPADS Peijin Cong, Liying Li, Gaoyuan Shao, Junlong Zhou, Mingsong Chen, Kai Huang, Tongquan Wei
2016	C	`conf`	Choosing the Best Strategy for Energy Aware Building System: an SVM-based Approach. SEKE Yuanyang Wang, Xiaohong Chen, Haiying Sun, Mingsong Chen
2016	J	`jnl`	Efficient Resource Constrained Scheduling Using Parallel Structure-Aware Pruning Techniques. IEEE Trans. Computers Mingsong Chen, Xinqian Zhang, Geguang Pu, Xin Fu, Prabhat Mishra
2016	J	`jnl`	Exploring Soft-Error Robust and Energy-Efficient Register File in GPGPUs using Resistive Memory. ACM Trans. Design Autom. Electr. Syst. Jingweijia Tan, Zhi Li, Mingsong Chen, Xin Fu
2016	B	`conf`	Game Theoretic Energy Allocation for Renewable Powered In-Situ Server Systems. ICPADS Junlong Zhou, Jianfei Chen, Kun Cao, Tongquan Wei, Mingsong Chen
2016	B	`conf`	Improving Defect Detection Ability of Derived Test Cases Based on Mutated UML Activity Diagrams. COMPSAC Haiying Sun, Mingsong Chen, Min Zhang, Jing Liu, Ying Zhang
2016	J	`jnl`	Mitigating the Impact of Hardware Variability for GPGPUs Register File. IEEE Trans. Parallel Distributed Syst. Jingweijia Tan, Mingsong Chen, Yang Yi, Xin Fu
2016	C	`conf`	Quantitative Analysis of Variation-Aware Internet of Things Designs Using Statistical Model Checking. QRS Siyuan Xu, Weikai Miao, Thomas Kunz, Tongquan Wei, Mingsong Chen
2016	A	`conf`	Quantitative timing analysis of UML activity diagrams using statistical model checking. DATE Fan Gu, Xinqian Zhang, Mingsong Chen, Daniel Große, Rolf Drechsler
2016	J	`jnl`	Thermal-Aware Task Scheduling for Energy Minimization in Heterogeneous Real-Time MPSoC Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Junlong Zhou, Tongquan Wei, Mingsong Chen, Jianming Yan, Xiaobo Sharon Hu, Yue Ma
2015	B	`conf`	Evaluating Energy Consumption for Cyber-Physical Energy System: An Environment Ontology-Based Approach. COMPSAC Xiaohong Chen, Fan Gu, Mingsong Chen, Dehui Du, Jing Liu, Haiying Sun
2015	A	`conf`	Variation-aware evaluation of MPSoC task allocation and scheduling strategies using statistical model checking. DATE Mingsong Chen, Daian Yue, Xiaoke Qin, Xin Fu, Prabhat Mishra
2014	—	`conf`	A novel quantitative evaluation approach for software project schedules using statistical model checking. ICSE Companion Dehui Du, Mingsong Chen, Xiao Liu, Yun Yang
2014	—	`conf`	ADAutomation: An Activity Diagram Based Automated GUI Testing Framework for Smartphone Applications. SERE Ang Li, Zishan Qin, Mingsong Chen, Jing Liu
2014	Misc	`conf`	Efficient Two-Phase Approaches for Branch-and-Bound Style Resource Constrained Scheduling. VLSID Mingsong Chen, Fan Gu, Lei Zhou, Geguang Pu, Xiao Liu
2014	J	`jnl`	Learning-oriented Property Decomposition for Automated Generation of Directed Tests. J. Electron. Test. Mingsong Chen, Xiaoke Qin, Prabhat Mishra
2014	—	`conf`	Runtime Verification by Convergent Formula Progression. APSEC (1) Yan Shen, Jianwen Li, Zheng Wang, Ting Su, Bin Fang, Geguang Pu, Wanwei Liu, Mingsong Chen
2014	—	`conf`	Variation-Aware Resource Allocation Evaluation for Cloud Workflows Using Statistical Model Checking. BDCloud Saijie Huang, Mingsong Chen, Xiao Liu, Dehui Du, Xiaohong Chen
2013	J	`jnl`	A novel requirement analysis approach for periodic control systems. Frontiers Comput. Sci. Zheng Wang, Geguang Pu, Jianwen Li, Yuxiang Chen, Yongxin Zhao, Mingsong Chen, Bin Gu, Mengfei Yang, Jifeng He
2013	Misc	`conf`	Assertion-Based Functional Consistency Checking between TLM and RTL Models. VLSI Design Mingsong Chen, Prabhat Mishra
2013	Misc	`conf`	Bound-oriented parallel pruning approaches for efficient resource constrained scheduling of high-level synthesis. CODES+ISSS Mingsong Chen, Lei Zhou, Geguang Pu, Jifeng He
2013	—	`conf`	Branch-and-bound style resource constrained scheduling using efficient structure-aware pruning. ISVLSI Mingsong Chen, Saijie Huang, Geguang Pu, Prabhat Mishra
2013	B	`conf`	Spatio-temporal Properties Analysis for Cyber-physical Systems. ICECCS Zhucheng Shao, Jing Liu, Zuohua Ding, Mingsong Chen, Ningkang Jiang
2012	—	`conf`	An approach to communicating process modeling of MARTE. Internetware Zhike Wu, Jing Liu, Xiaohong Chen, Mingsong Chen
2012	J	`jnl`	Automatic RTL Test Generation from SystemC TLM Specifications. ACM Trans. Embed. Comput. Syst. Mingsong Chen, Prabhat Mishra, Dhrubajyoti Kalita
2012	Misc	`conf`	Efficient self-learning techniques for SAT-based test generation. CODES+ISSS Ang Li, Mingsong Chen
2012	—	`conf`	Extending the Four-Variable Model for Cyber-Physical Systems. ISORC Workshops Xiaohong Chen, Mingsong Chen
2011	A	`conf`	Decision ordering based property decomposition for functional test generation. DATE Mingsong Chen, Prabhat Mishra
2011	J	`jnl`	Property Learning Techniques for Efficient Generation of Directed Tests. IEEE Trans. Computers Mingsong Chen, Prabhat Mishra
2010	A	`conf`	Efficient decision ordering techniques for SAT-based test generation. DATE Mingsong Chen, Xiaoke Qin, Prabhat Mishra
2010	J	`jnl`	Efficient test case generation for validation of UML activity diagrams. Des. Autom. Embed. Syst. Mingsong Chen, Prabhat Mishra, Dhrubajyoti Kalita
2010	J	`jnl`	Functional Test Generation Using Efficient Property Clustering and Learning Techniques. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Mingsong Chen, Prabhat Mishra
2010	Misc	`conf`	Synchronized Generation of Directed Tests Using Satisfiability Solving. VLSI Design Xiaoke Qin, Mingsong Chen, Prabhat Mishra
2009	Misc	`conf`	Efficient Techniques for Directed Test Generation Using Incremental Satisfiability. VLSI Design Prabhat Mishra, Mingsong Chen
2009	J	`jnl`	UML Activity Diagram-Based Automatic Test Case Generation For Java Programs. Comput. J. Mingsong Chen, Xiaokang Qiu, Wei Xu, Linzhang Wang, Jianhua Zhao, Xuandong Li
2008	—	`conf`	Coverage-driven automatic test generation for uml activity diagrams. ACM Great Lakes Symposium on VLSI Mingsong Chen, Prabhat Mishra, Dhrubajyoti Kalita
2007	—	`conf`	Towards RTL test generation from SystemC TLM specifications. HLDVT Mingsong Chen, Prabhat Mishra, Dhrubajyoti Kalita
2006	—	`conf`	Automatic Test Case Generation for UML Activity Diagrams. AST@ICSE Mingsong Chen, Xiaokang Qiu, Xuandong Li