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Dive into the research topics where Junfan Li 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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Online Optimization for Learning to Communicate Over Time-Correlated Channels
Wu, Z., Li, J., Xu, Z., Sun, S. & Liu, J., 2026, In: IEEE Transactions on Cognitive Communications and Networking. 12, p. 1992-2007 16 p.Research output: Contribution to journal › Article › peer-review
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A Polynomial-time Algorithm for Online Sparse Linear Regression with Improved Regret Bound under Weaker Conditions
Li, J., Liao, S., Xu, Z. & Nie, L., 2025, In: Proceedings of Machine Learning Research. 291Research output: Contribution to journal › Conference article › peer-review
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Learnability in Online Kernel Selection with Memory Constraint via Data-Dependent Regret Analysis
Li, J. F. & Liao, S. Z., Jan 2025, In: Journal of Computer Science and Technology. 40, 1, p. 73-84 12 p.Research output: Contribution to journal › Article › peer-review
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Ahpatron: A New Budgeted Online Kernel Learning Machine with Tighter Mistake Bound
Liao, Y., Li, J., Liao, S., Hu, Q. & Dang, J., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 12, p. 13782-13789 8 p.Research output: Contribution to journal › Conference article › peer-review
Open Access4 Link opens in a new tab Scopus citations -
On the Necessity of Collaboration for Online Model Selection with Decentralized Data
Li, J., Wu, Z., Xu, Z. & King, I., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
1 Link opens in a new tab Scopus citations