Research output per year
Research output per year
Personal profile
Education/Academic qualification
Doctor of Philosophy, Pennsylvania State University
2025
Master of Science, Columbia Univesrity
2019
Bachelor of Science, University of Science and Technology of China
2018
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Dive into the research topics where Ruiquan Huang 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 from the last 5 years on country level. Dive into details by clicking on the dots.
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Differentially Private Wireless Federated Learning Using Orthogonal Sequences
Wei, X., Wang, T., Huang, R., Shen, C., Yang, J. & Poor, H. V., May 1 2026, In: IEEE Transactions on Information Theory. 72, 5, p. 3175-3194 20 p.Research output: Contribution to journal › Article › peer-review
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Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis
Huang, R., Li, D., Shi, C., Shen, C. & Yang, J., 2025, In: Proceedings of Machine Learning Research. 286, p. 1745-1755 11 p.Research output: Contribution to journal › Conference article › peer-review
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How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias
Huang, R., Liang, Y. & Yang, J., 2025, In: Proceedings of Machine Learning Research. 267, p. 25516-25549 34 p.Research output: Contribution to journal › Conference article › peer-review
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Robust Offline Reinforcement Learning for Non-Markovian Decision Processes
Huang, R., Liang, Y. & Yang, J., 2025, In: IEEE Transactions on Information Theory. 71, 9, p. 7208-7228 21 p.Research output: Contribution to journal › Article › peer-review
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Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups
Gao, F., Huang, R. & Yang, J., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review