Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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CAREER: Automated Multimodal Learning for Healthcare
Ma, F. (PI)
8/1/23 → 7/31/28
Project: Research project
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SaTC: CORE: Small: Understanding and Mitigating the Security Risks of AutoML
Ma, F. (PI) & Xinninggui@psuedu, X. G. (CoPI)
10/1/22 → 9/30/25
Project: Research project
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SCH: AI-Enhanced Multimodal Sensor-on-a-chip for Alzheimer's Disease Detection
Ma, F. (PI), Zhang, C. C. M. (CoPI) & Hu, J. J. (CoPI)
9/1/22 → 5/31/26
Project: Research project
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Enhancing Medical Large Vision-Language Models via Alignment Distillation
Chang, A., Wang, T. & Ma, F., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 24, p. 19952-19960 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Multi-graph Fusion Cross-model Contrastive Learning for Recommendation
Ma, S., Zhao, Y., Ma, F., Liu, B., Wang, Z. & Shan, W., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 18 ed. Association for the Advancement of Artificial Intelligence, p. 15519-15527 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 18).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Rethinking contrastive learning in session-based recommendation
Zhang, X., Xu, B., Ma, F., Wang, Z., Yang, L. & Lin, H., Jan 2026, In: Pattern Recognition. 169, 111924.Research output: Contribution to journal › Article › peer-review
8 Link opens in a new tab Scopus citations -
Self-Supervised Contrastive Re-Learning for Multi-Graph Multi-Label Classification
Wang, M., Zhao, Y., Wang, Z., Wang, Y., Huang, M., Ma, F., Wahab, F., Shan, W. & Wang, X., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 31 ed. Association for the Advancement of Artificial Intelligence, p. 26363 1 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 31).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection
Liu, H., Li, C., Zhang, X., Zhang, F., Ma, F., Wang, W. & Yu, H., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 9492-9504 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access