Mengdie Huang

12 papers A 1B 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Multi-Agent Trajectory Prediction via Transferable Multi-Motion-Property Attention Network.
IEEE Trans Autom. Sci. Eng.
Yu Sun, Dengyu Xiao, Huayan Pu, Mengdie Huang, Jun Luo
2026 J jnl
Adaptive Target Trapping with Multirobot Systems via Distributed Probabilistic Inference.
IEEE Trans. Ind. Electron.
Mengdie Huang, Dengyu Xiao, Yu Sun, Huayan Pu, Jun Luo
2026 J jnl
Transferable multi-level spatial-temporal graph neural network for adaptive multi-agent trajectory prediction.
Knowl. Based Syst.
Yu Sun, Dengyu Xiao, Mengdie Huang, Jiali Wang, Chuan Tong, Jun Luo, Huayan Pu
2025 J jnl
CARD: Robustness-Preserving Transfer Learning for Network Intrusion Detection via Contrastive Adversarial Representation Distillation.
IEEE Trans. Dependable Secur. Comput.
Mengdie Huang, Yingjun Lin, Ninghui Li, Xiaofeng Chen, Elisa Bertino
2025 J jnl
Dimensional Robustness Certification for Deep Neural Networks in Network Intrusion Detection Systems.
ACM Trans. Priv. Secur.
Mengdie Huang, Yingjun Lin, Xiaofeng Chen, Elisa Bertino
2024 J jnl
ARIoTEDef: Adversarially Robust IoT Early Defense System Based on Self-Evolution against Multi-step Attacks.
ACM Trans. Internet Things
Mengdie Huang, Hyunwoo Lee, Ashish Kundu, Xiaofeng Chen, Anand Mudgerikar, Ninghui Li, Elisa Bertino
2024 B conf
MARS: Robustness Certification for Deep Network Intrusion Detectors via Multi-Order Adaptive Randomized Smoothing.
TrustCom
Mengdie Huang, Yingjun Lin, Xiaofeng Chen, Elisa Bertino
2023 — conf
A Pro-Active Defense Framework for IoT Systems.
CIC
Elisa Bertino, Hyunwoo Lee, Mengdie Huang, Charalampos Katsis, Zilin Shen, Bruno Ribeiro, Daniel De Mello, Ashish Kundu
2023 A conf
Boost Off/On-Manifold Adversarial Robustness for Deep Learning with Latent Representation Mixup.
AsiaCCS
Mengdie Huang, Yi Xie, Xiaofeng Chen, Jin Li, Changyu Dong, Zheli Liu, Willy Susilo
2022 — conf
GAME: Generative-Based Adaptive Model Extraction Attack.
ESORICS (1)
Yi Xie, Mengdie Huang, Xiaoyu Zhang, Changyu Dong, Willy Susilo, Xiaofeng Chen
2022 J jnl
Pre-perception and accurate recognition of coal-rock interface based on active excitation infrared characterization.
J. Comput. Des. Eng.
Haijian Wang, Lili Liu, Xuemei Zhao, Mengdie Huang, Zhenyu Wu, Qiang Zhang
2021 J jnl
A DEA integrated grey factor analysis approach for efficiency evaluation and ranking in uncertain systems.
Comput. Ind. Eng.
Mengdie Huang, Tangbin Xia, Zhen Chen, Ershun Pan, Lifeng Xi