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2020 – today
- 2026
[j7]Yu Sun, Dengyu Xiao, Mengdie Huang, Jiali Wang, Chuan Tong, Jun Luo, Huayan Pu:
Transferable multi-level spatial-temporal graph neural network for adaptive multi-agent trajectory prediction. Knowl. Based Syst. 338: 115451 (2026)- [j6]Yu Sun, Dengyu Xiao
, Huayan Pu, Mengdie Huang, Jun Luo:
Adaptive Multi-Agent Trajectory Prediction via Transferable Multi-Motion-Property Attention Network. IEEE Trans Autom. Sci. Eng. 23: 3753-3767 (2026) - [j5]Mengdie Huang, Dengyu Xiao, Yu Sun, Huayan Pu, Jun Luo:
Adaptive Target Trapping with Multirobot Systems via Distributed Probabilistic Inference. IEEE Trans. Ind. Electron. 73(3): 4400-4411 (2026) - 2025
- [j4]Mengdie Huang, Yingjun Lin, Xiaofeng Chen, Elisa Bertino:
Dimensional Robustness Certification for Deep Neural Networks in Network Intrusion Detection Systems. ACM Trans. Priv. Secur. 28(3): 40:1-40:33 (2025) - 2024
- [j3]Mengdie Huang, Hyunwoo Lee, Ashish Kundu, Xiaofeng Chen, Anand Mudgerikar, Ninghui Li, Elisa Bertino:
ARIoTEDef: Adversarially Robust IoT Early Defense System Based on Self-Evolution against Multi-step Attacks. ACM Trans. Internet Things 5(3): 15:1-15:34 (2024) - [c4]Mengdie Huang, Yingjun Lin, Xiaofeng Chen, Elisa Bertino:
MARS: Robustness Certification for Deep Network Intrusion Detectors via Multi-Order Adaptive Randomized Smoothing. TrustCom 2024: 767-774 - 2023
- [c3]Mengdie Huang, Yi Xie, Xiaofeng Chen, Jin Li, Changyu Dong, Zheli Liu, Willy Susilo:
Boost Off/On-Manifold Adversarial Robustness for Deep Learning with Latent Representation Mixup. AsiaCCS 2023: 716-730 - [c2]Elisa Bertino, Hyunwoo Lee, Mengdie Huang, Charalampos Katsis, Zilin Shen, Bruno Ribeiro, Daniel De Mello, Ashish Kundu:
A Pro-Active Defense Framework for IoT Systems. CIC 2023: 125-132 - 2022
- [j2]Haijian Wang, Lili Liu, Xuemei Zhao, Mengdie Huang, Zhenyu Wu, Qiang Zhang:
Pre-perception and accurate recognition of coal-rock interface based on active excitation infrared characterization. J. Comput. Des. Eng. 9(5): 2040-2054 (2022) - [c1]Yi Xie, Mengdie Huang, Xiaoyu Zhang, Changyu Dong, Willy Susilo, Xiaofeng Chen:
GAME: Generative-Based Adaptive Model Extraction Attack. ESORICS (1) 2022: 570-588 - 2021
- [j1]Mengdie Huang, Tangbin Xia, Zhen Chen, Ershun Pan, Lifeng Xi:
A DEA integrated grey factor analysis approach for efficiency evaluation and ranking in uncertain systems. Comput. Ind. Eng. 162: 107681 (2021)
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