| DynaMo: Dynamic community detection by incrementally maximizing modularity D Zhuang, JM Chang, M Li IEEE Transactions on Knowledge and Data Engineering 33 (5), 1934-1945, 2019 | 107 | 2019 |
| Discriminative adversarial domain generalization with meta-learning based cross-domain validation K Chen, D Zhuang, JM Chang Neurocomputing 467, 418-426, 2022 | 56 | 2022 |
| AutoGAN-based dimension reduction for privacy preservation H Nguyen, D Zhuang, PY Wu, M Chang Neurocomputing 384, 94-103, 2020 | 51 | 2020 |
| Enhanced peerhunter: Detecting peer-to-peer botnets through network-flow level community behavior analysis D Zhuang, JM Chang IEEE Transactions on Information Forensics and Security 14 (6), 1485-1500, 2018 | 47 | 2018 |
| Peerhunter: Detecting peer-to-peer botnets through community behavior analysis D Zhuang, JM Chang 2017 IEEE Conference on Dependable and Secure Computing, 493-500, 2017 | 36 | 2017 |
| CS-AF: A cost-sensitive multi-classifier active fusion framework for skin lesion classification D Zhuang, K Chen, JM Chang Neurocomputing 491, 206-216, 2022 | 25 | 2022 |
| FRiPAL: Face recognition in privacy abstraction layer D Zhuang, S Wang, JM Chang 2017 IEEE Conference on Dependable and Secure Computing, 441-448, 2017 | 17 | 2017 |
| ESAI: Efficient Split Artificial Intelligence via Early Exiting Using Neural Architecture Search B Zeinali, D Zhuang, JM Chang IEEE Transactions on Emerging Topics in Computational Intelligence, 2025 | 14* | 2025 |
| Privacy-Preserving Machine Learning JM Chang, D Zhuang, GD Samaraweera Simon and Schuster, 2023 | 13 | 2023 |
| MC-GEN: Multi-level clustering for private synthetic data generation M Li, D Zhuang, JM Chang Knowledge-Based Systems 264, 110239, 2023 | 7 | 2023 |
| SuperCon: Supervised Contrastive Learning for Imbalanced Skin Lesion Classification K Chen, D Zhuang, JM Chang arXiv preprint arXiv:2202.05685, 2022 | 7 | 2022 |
| SAIA: Split Artificial Intelligence Architecture for Mobile Healthcare System D Zhuang, N Nguyen, K Chen, JM Chang arXiv preprint arXiv:2004.12059, 2020 | 7 | 2020 |
| Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation K Chen, D Zhuang, M Li, JM Chang IEEE Transactions on Artificial Intelligence, 2024 | 4 | 2024 |
| Utility-aware Privacy-preserving Data Releasing D Zhuang, JM Chang arXiv preprint arXiv:2005.04369, 2020 | 4 | 2020 |
| Locally Differentially Private Distributed Deep Learning via Knowledge Distillation D Zhuang, M Li, JM Chang arXiv preprint arXiv:2202.02971, 2022 | 3 | 2022 |
| Strategies in Botnet Detection and Privacy Preserving Machine Learning D Zhuang University of South Florida, 2021 | | 2021 |
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