Projects per year
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Collaborations and top research areas from the last five years
Projects
- 3 Finished
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EAGER: Collaborative Research: Understanding Human Behaviors and Mental Health using Federated Machine Learning on Smart Phones
Phan, H. (PI)
9/1/20 → 2/29/24
Project: Research project
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SaTC: CORE: Small: Collaborative: When Adversarial Learning Meets Differential Privacy: Theoretical Foundation and Applications
Phan, H. (PI)
7/1/20 → 6/30/24
Project: Research project
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CRII: SaTC: PrivateNet - Preserving Differential Privacy in Deep Learning under Model Attacks
Phan, H. (PI)
2/15/19 → 1/31/23
Project: Research project
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A Novel Adaptive Data Transformation for Contrastive Learning
Shen, Y., Phan, H. & Shih, F. Y., Aug 1 2025, In: International Journal of Pattern Recognition and Artificial Intelligence. 39, 10, 2551012.Research output: Contribution to journal › Article › peer-review
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FairDP: Achieving Fairness Certification with Differential Privacy
Tran, K., Fioretto, F., Khalil, I., Thai, M. T., Phan, L. T. X. & Phan, N. H., 2025, Proceedings - 2025 IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2025. Institute of Electrical and Electronics Engineers Inc., p. 956-976 21 p. (Proceedings - 2025 IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
FedChip: Federated LLM for Artificial Intelligence Accelerator Chip Design
Nazzal, M., Nguyen, K., Vungarala, D., Zand, R., Angizi, S., Phan, H. & Khreishah, A., 2025, Proceedings - 2025 IEEE International Conference on LLM-Aided Design, ICLAD 2025. Institute of Electrical and Electronics Engineers Inc., p. 93-99 7 p. (Proceedings - 2025 IEEE International Conference on LLM-Aided Design, ICLAD 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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FedX: Adaptive Model Decomposition and Quantization for IoT Federated Learning
Lai, P., Jiang, X., Phan, H., Borcea, C., Tran, K., Chen, A., Mayyuri, V. D. & Jin, R., 2025, Proceedings - 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2025. Institute of Electrical and Electronics Engineers Inc., p. 212-220 9 p. (Proceedings - 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Large-Scale Deep Learning–Enabled Infodemiological Analysis of Substance Use Patterns on Social Media: Insights From the COVID-19 Pandemic
Maharjan, J., Zhu, J., King, J., Phan, N. H., Kenne, D. & Jin, R., 2025, In: JMIR Infodemiology. 5, e59076.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations
Press/Media
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AI MINOR AT NJIT CREATES A FOUNDATION FOR ALL STUDENTS
11/11/25
1 item of Media coverage
Press/Media: Press / Media
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Studies from New Jersey Institute of Technology in the Area of Information and Data Transformation Described (A Novel Adaptive Data Transformation for Contrastive Learning)
7/11/25
1 item of Media coverage
Press/Media: Press / Media
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NJIT PHD RESEARCHER DEVELOPS SECURE CODE GENERATION SYSTEM, ACHIEVES EARLY CONFERENCE ACCEPTANCE
9/28/24
1 item of Media coverage
Press/Media: Press / Media
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NJIT PHD RESEARCHER DEVELOPS SECURE CODE GENERATION SYSTEM, ACHIEVES EARLY CONFERENCE ACCEPTANCE
9/28/24
1 item of Media coverage
Press/Media: Press / Media
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HAI PHAN AUTHORS BOOK TO PROVIDE INSIGHTS INTO TRUSTWORTHY FEDERATED LEARNING
7/25/24
1 item of Media coverage
Press/Media: Press / Media