Mengdie Huang

According to our database, Mengdie Huang authored at least 13 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Decoupled Heuristic Multi-Vehicle Emergency Trajectory Planning for Sudden Obstacles.

Dengyu Xiao, Zhenyang Zeng, Chuan Tong, Mengdie Huang, Gang Wang, Jun Luo, Huayan Pu

IEEE Robotics Autom. Lett., June, 2026

Adaptive Target Trapping with Multirobot Systems via Distributed Probabilistic Inference.

Mengdie Huang, Dengyu Xiao, Yu Sun, Huayan Pu, Jun Luo

IEEE Trans. Ind. Electron., March, 2026

Adaptive Multi-Agent Trajectory Prediction via Transferable Multi-Motion-Property Attention Network.

Yu Sun, Dengyu Xiao, Huayan Pu, Mengdie Huang, Jun Luo

IEEE Trans Autom. Sci. Eng., 2026

Transferable multi-level spatial-temporal graph neural network for adaptive multi-agent trajectory prediction.

Yu Sun, Dengyu Xiao, Mengdie Huang, Jiali Wang, Chuan Tong, Jun Luo, Huayan Pu

Knowl. Based Syst., 2026

2025

Dimensional Robustness Certification for Deep Neural Networks in Network Intrusion Detection Systems.

Mengdie Huang, Yingjun Lin, Xiaofeng Chen, Elisa Bertino

ACM Trans. Priv. Secur., August, 2025

CARD: Robustness-Preserving Transfer Learning for Network Intrusion Detection via Contrastive Adversarial Representation Distillation.

Mengdie Huang, Yingjun Lin, Ninghui Li, Xiaofeng Chen, Elisa Bertino

IEEE Trans. Dependable Secur. Comput., 2025

2024

ARIoTEDef: Adversarially Robust IoT Early Defense System Based on Self-Evolution against Multi-step Attacks.

Mengdie Huang, Hyunwoo Lee, Ashish Kundu, Xiaofeng Chen, Anand Mudgerikar, Ninghui Li, Elisa Bertino

ACM Trans. Internet Things, August, 2024

MARS: Robustness Certification for Deep Network Intrusion Detectors via Multi-Order Adaptive Randomized Smoothing.

Mengdie Huang, Yingjun Lin, Xiaofeng Chen, Elisa Bertino

Proceedings of the 23rd IEEE International Conference on Trust, 2024

2023

A Pro-Active Defense Framework for IoT Systems.

Elisa Bertino, Hyunwoo Lee, Mengdie Huang, Charalampos Katsis, Zilin Shen, Bruno Ribeiro, Daniel De Mello, Ashish Kundu

Proceedings of the 9th IEEE International Conference on Collaboration and Internet Computing, 2023

Boost Off/On-Manifold Adversarial Robustness for Deep Learning with Latent Representation Mixup.

Mengdie Huang, Yi Xie, Xiaofeng Chen, Jin Li, Changyu Dong, Zheli Liu, Willy Susilo

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

Pre-perception and accurate recognition of coal-rock interface based on active excitation infrared characterization.

Haijian Wang, Lili Liu, Xuemei Zhao, Mengdie Huang, Zhenyu Wu, Qiang Zhang

J. Comput. Des. Eng., 2022

GAME: Generative-Based Adaptive Model Extraction Attack.

Yi Xie, Mengdie Huang, Xiaoyu Zhang, Changyu Dong, Willy Susilo, Xiaofeng Chen

Proceedings of the Computer Security - ESORICS 2022, 2022

2021

A DEA integrated grey factor analysis approach for efficiency evaluation and ranking in uncertain systems.

Mengdie Huang, Tangbin Xia, Zhen Chen, Ershun Pan, Lifeng Xi

Comput. Ind. Eng., 2021