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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Dive into the research topics where Fenglong Ma is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 5 Active
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III: Small: Towards Efficient Adaptive Federated Learning: Algorithms, Theories, and Applications
6/1/24 → 5/31/27
Project: Research project
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Proto-OKN Theme 1: A Knowledge Graph Warehouse for Neighborhood Information
Shang, J. (CoPI), Gao, J. (PI), Semenza, D. C. (CoPI) & Ma, F. (CoPI)
10/1/23 → 9/30/26
Project: Research project
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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
Wang, T. (CoPI), Ma, F. (PI) & Gui, X. (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 → 5/31/25
Project: Research project
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Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
Cui, S., Wang, J., Zhong, Y., Liu, H., Wang, T. & Ma, F., 2024, Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024. Shekhar, S., Papalexakis, V., Gao, J., Jiang, Z. & Riondato, M. (eds.). Society for Industrial and Applied Mathematics Publications, p. 361-369 9 p. (Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Beyond Co-Occurrence: Multi-Modal Session-Based Recommendation
Zhang, X., Xu, B., Ma, F., Li, C., Yang, L. & Lin, H., Apr 1 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 4, p. 1450-1462 13 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Clinical Trial Retrieval via Multi-grained Similarity Learning
Luo, J., Qian, C., Glass, L. & Ma, F., Jul 10 2024, SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2950-2954 5 p. (SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning
Luo, J., Wang, X., Wang, J., Chang, A., Wang, Y. & Ma, F., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association (ELRA), p. 3997-4007 11 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
DeepApnea: Deep Learning Based Sleep Apnea Detection Using Smartwatches
Liu, Z., Chen, X., Ma, F., Fernandez-Mendoza, J. & Cao, G., 2024, 2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024. Institute of Electrical and Electronics Engineers Inc., p. 206-216 11 p. (2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution