Ming Hu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 37

Top Topics

Exploration Exploitation

Unified Modeling Language

Maximum Entropy

Neural Architecture

Top Venues

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

Publications

Kaixuan Li, Yue Xue, Sen Chen, Han Liu, Kairan Sun, Ming Hu, Haijun Wang, Yang Liu, Yixiang Chen
Static Application Security Testing (SAST) Tools for Smart Contracts: How Far Are We? CoRR (2024)
Di Yang, Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Yang Liu, Geguang Pu
Architecture-Agnostic Iterative Black-Box Certified Defense Against Adversarial Patches. ICASSP (2024)
Liming Nie, Kabir Sulaiman Said, Ming Hu
SoK: An Exhaustive Taxonomy of Display Issues for Mobile Applications. IUI (2024)
Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Anran Li, Yang Liu, Xiang Lian, Mingsong Chen
FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation. ICDE (2024)
Peiheng Zhou, Ming Hu, Xiaofei Xie, Yihao Huang, Kangjie Chen, Mingsong Chen
MIP: CLIP-based Image Reconstruction from PEFT Gradients. CoRR (2024)
Yihao Huang, Felix Juefei-Xu, Qing Guo, Jie Zhang, Yutong Wu, Ming Hu, Tianlin Li, Geguang Pu, Yang Liu
Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models. AAAI (2024)
Kaixuan Li, Yue Xue, Sen Chen, Han Liu, Kairan Sun, Ming Hu, Haijun Wang, Yang Liu, Yixiang Chen
Static Application Security Testing (SAST) Tools for Smart Contracts: How Far Are We? Proc. ACM Softw. Eng. 1 (FSE) (2024)
Zeke Xia, Ming Hu, Dengke Yan, Ruixuan Liu, Anran Li, Xiaofei Xie, Mingsong Chen
KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting. CoRR (2024)
Ming Hu, Zhihao Yue, Xiaofei Xie, Cheng Chen, Yihao Huang, Xian Wei, Xiang Lian, Yang Liu, Mingsong Chen
Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination. KDD (2024)
Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Xiaojun Jia, Xiaochun Cao, Geguang Pu, Yang Liu
Texture Re-scalable Universal Adversarial Perturbation. CoRR (2024)
Ming Hu, Yue Cao, Anran Li, Zhiming Li, Chengwei Liu, Tianlin Li, Mingsong Chen, Yang Liu
FedMut: Generalized Federated Learning via Stochastic Mutation. AAAI (2024)
Zeke Xia, Ming Hu, Dengke Yan, Xiaofei Xie, Tianlin Li, Anran Li, Junlong Zhou, Mingsong Chen
CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance. CoRR (2024)
Zekai Chen, Chentao Jia, Ming Hu, Xiaofei Xie, Anran Li, Mingsong Chen
FlexFL: Heterogeneous Federated Learning via APoZ-Guided Flexible Pruning in Uncertain Scenarios. CoRR (2024)
Pengyu Zhang, Yingbo Zhou, Ming Hu, Junxian Feng, Jiawen Weng, Mingsong Chen
Personalized Federated Instruction Tuning via Neural Architecture Search. CoRR (2024)
Dengke Yan, Ming Hu, Zeke Xia, Yanxin Yang, Jun Xia, Xiaofei Xie, Mingsong Chen
Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning. CoRR (2023)
Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen
Model-Contrastive Learning for Backdoor Elimination. ACM Multimedia (2023)
Yanxin Yang, Ming Hu, Yue Cao, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen
Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation. CoRR (2023)
Ming Hu, Jun Xia, Min Zhang, Xiaohong Chen, Frédéric Mallet, Mingsong Chen
Automated Synthesis of Safe Timing Behaviors for Requirements Models Using CCSL. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
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)
Ming Hu, Zhihao Yue, Zhiwei Ling, Yihao Huang, Cheng Chen, Xian Wei, Yang Liu, Mingsong Chen
FedMR: Federated Learning via Model Recombination. CoRR (2023)
Ruixuan Liu, Ming Hu, Zeke Xia, Jun Xia, Pengyu Zhang, Yihao Huang, Yang Liu, Mingsong Chen
AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems. CoRR (2023)
Ming Hu, E. Cao, Hongbing Huang, Min Zhang, Xiaohong Chen, Mingsong Chen
AIoTML: A Unified Modeling Language for AIoT-Based Cyber-Physical Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Di Yang, Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Yang Liu, Geguang Pu
Architecture-agnostic Iterative Black-box Certified Defense against Adversarial Patches. CoRR (2023)
Ming Hu, Min Zhang, Frédéric Mallet, Xin Fu, Mingsong Chen
Accelerating Reinforcement Learning-Based CCSL Specification Synthesis Using Curiosity-Driven Exploration. IEEE Trans. Computers 72 (5) (2023)
Ming Hu, Zhihao Yue, Zhiwei Ling, Xian Wei, Mingsong Chen
FedMR: Fedreated Learning via Model Recombination. CoRR (2022)
Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen
Model-Contrastive Learning for Backdoor Defense. CoRR (2022)
Zhiwei Ling, Zhihao Yue, Jun Xia, Ming Hu, Ting Wang, Mingsong Chen
FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment. CoRR (2022)
Jun Xia, Ming Hu, Xin Chen, Mingsong Chen
Accelerated synthesis of neural network-based barrier certificates using collaborative learning. DAC (2022)
Ming Hu, Tian Liu, Zhiwei Ling, Zhihao Yue, Mingsong Chen
FedCAT: Towards Accurate Federated Learning via Device Concatenation. CoRR (2022)
Ming Hu, Zeke Xia, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen
GitFL: Adaptive Asynchronous Federated Learning using Version Control. CoRR (2022)
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 (2022)
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) (2021)
Ming Hu, Jiepin Ding, Min Zhang, Frédéric Mallet, Mingsong Chen
Enumeration and Deduction Driven Co-Synthesis of CCSL Specifications using Reinforcement Learning. RTSS (2021)
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) (2021)
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) (2020)
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) (2020)
Ming Hu, Tongquan Wei, Min Zhang, Frédéric Mallet, Mingsong Chen
Sample-Guided Automated Synthesis for CCSL Specifications. DAC (2019)