Projects per year
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Dive into the research topics where Cristian Borcea 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
- 1 Finished
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Complement Sparsification: Low-Overhead Model Pruning for Federated Learning
Jiang, X. & Borcea, C., Jun 27 2023, AAAI-23 Technical Tracks 7. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 8087-8095 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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Personalized Dynamic Counter Ad-Blocking Using Deep Learning
Zhao, S., Chen, M. K., Borcea, C. & Chen, Y., Aug 1 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 8, p. 8358-8371 14 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Reestablishing Page Placement Mechanisms for Nested Virtualization
Shang, X., Jia, W., Shan, J., Ding, X. & Borcea, C., 2023, (Accepted/In press) In: IEEE Transactions on Cloud Computing. p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
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Zone-based Federated Learning for Mobile Sensing Data
Jiang, X., On, T., Phan, N., Mohammadi, H., Mayyuri, V. D., Chen, A., Jin, R. & Borcea, C., 2023, 2023 IEEE International Conference on Pervasive Computing and Communications, PerCom 2023. Institute of Electrical and Electronics Engineers Inc., p. 141-148 8 p. (2023 IEEE International Conference on Pervasive Computing and Communications, PerCom 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps
Jiang, X., Hu, H., On, T., Lai, P., Mayyuri, V. D., Chen, A., Shila, D. M., Larmuseau, A., Jin, R., Borcea, C. & Phan, N. H., 2022, (Accepted/In press) In: IEEE Transactions on Mobile Computing. p. 1-18 18 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations