Projects per year
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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Collaborations and top research areas from the last five years
Projects
- 4 Active
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Proto-OKN Theme 1: A Knowledge Graph Warehouse for Neighborhood Information
Shang, J., Gao, J., Semenza, D. C. & Ma, F.
10/1/23 → 9/30/26
Project: Research project
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SaTC: CORE: Small: Understanding and Mitigating the Security Risks of AutoML
Wang, T., Ma, F., Ma, F. & Gui, X.
10/1/22 → 9/30/24
Project: Research project
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SCH: AI-Enhanced Multimodal Sensor-on-a-chip for Alzheimer's Disease Detection
Ma, F., Zhang, C. C. M. & Hu, J. J.
9/1/22 → 5/31/24
Project: Research project
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AutoML in The Wild: Obstacles, Workarounds, and Expectations
Sun, Y., Song, Q., Gui, X., Ma, F. & Wang, T., Apr 19 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 247. (Conference on Human Factors in Computing Systems - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Boosting Few-Shot Text Classification via Distribution Estimation
Liu, H., Zhang, F., Zhang, X., Zhao, S., Ma, F., Wu, X. M., Chen, H., Yu, H. & Zhang, X., Jun 27 2023, AAAI-23 Technical Tracks 11. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 13219-13227 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Forecasting User Interests Through Topic Tag Predictions in Online Health Communities
Adishesha, A. S., Jakielaszek, L., Azhar, F., Zhang, P., Honavar, V., Ma, F., Belani, C., Mitra, P. & Huang, S. X., Jul 1 2023, In: IEEE Journal of Biomedical and Health Informatics. 27, 7, p. 3645-3656 12 p.Research output: Contribution to journal › Article › peer-review
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Hate Speech Detection via Dual Contrastive Learning
Lu, J., Lin, H., Zhang, X., Li, Z., Zhang, T., Zong, L., Ma, F. & Xu, B., 2023, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 31, p. 2787-2795 9 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Multimodal Federated Learning: A Survey
Che, L., Wang, J., Zhou, Y. & Ma, F., Aug 2023, In: Sensors. 23, 15, 6986.Research output: Contribution to journal › Review article › peer-review
Open Access