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 Jing Yang 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Energy-Efficient Broadband Spectrum Sensing in Real Time Based on a Frequency-Domain Analog Signal Processor
Lee, W. (PI) & Yang, J. (CoPI)
9/15/23 → 8/31/26
Project: Research project
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Collaborative Research: Optimized Testing Strategies for Fighting Pandemics: Fundamental Limits and Efficient Algorithms
Yang, J. (PI)
9/1/22 → 8/31/25
Project: Research project
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Collaborative Research: CNS Core: Small: Timely Computing and Learning over Communication Networks
Yang, J. (PI)
10/1/21 → 9/30/24
Project: Research project
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CNS Core: Medium: When Next Generation Wireless Networks Meet Machine Learning
Yang, J. (PI), Gowda, M. (CoPI) & Mahdavi, M. (CoPI)
10/1/20 → 9/30/24
Project: Research project
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Collaborative Research: SWIFT: SMALL: Learning-Efficient Spectrum Access for No-Sensing Devices in Shared Spectrum
Yang, J. (PI)
9/15/20 → 8/31/23
Project: Research project
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Random Orthogonalization for Federated Learning in Massive MIMO Systems
Wei, X., Shen, C., Yang, J. & Poor, H. V., Mar 1 2024, In: IEEE Transactions on Wireless Communications. 23, 3, p. 2469-2485 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Toward General Function Approximation in Nonstationary Reinforcement Learning
Feng, S., Yin, M., Huang, R., Wang, Y. X., Yang, J. & Liang, Y., 2024, In: IEEE Journal on Selected Areas in Information Theory. 5, p. 190-206 17 p.Research output: Contribution to journal › Article › peer-review
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Exploiting Feature Heterogeneity for Improved Generalization in Federated Multi-task Learning
Liu, R., Yang, J. & Shen, C., 2023, 2023 IEEE International Symposium on Information Theory, ISIT 2023. Institute of Electrical and Electronics Engineers Inc., p. 180-185 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Federated Linear Contextual Bandits with User-level Differential Privacy
Huang, R., Zhang, H., Melis, L., Shen, M., Hejazinia, M. & Yang, J., 2023, In: Proceedings of Machine Learning Research. 202, p. 14060-14095 36 p.Research output: Contribution to journal › Conference article › peer-review
5 Scopus citations -
FLORAS: Differentially Private Wireless Federated Learning Using Orthogonal Sequences
Wei, X., Wang, T., Huang, R., Shen, C., Yang, J. & Poor, H. V., 2023, ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. Zorzi, M., Tao, M. & Saad, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3121-3126 6 p. (IEEE International Conference on Communications; vol. 2023-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution