Personal profile
Personal profile
Huang Guan Title: Associate Professor E-mail: huangguan@bit.edu.cn
His research interests include the long time dynamics of Hamiltonian partial differential equations, qualitative theory of stochastic differential equations, inverse problems of billiard ball systems, and odd orbits in celestial mechanics. In 2019, he was selected into the National High-level Talent Project (Youth) and won the ICCM Best Paper Gold Medal in 2020.
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His research interests include the long time dynamics of Hamiltonian partial differential equations, qualitative theory of stochastic differential equations, inverse problems of billiard ball systems, and odd orbits in celestial mechanics. In 2019, he was selected into the National High-level Talent Project (Youth) and won the ICCM Best Paper Gold Medal in 2020.
More
Research Interests
Differential Equations and dynamical Systems
Education
2010-2014 Ecole Polytechnique de France
2004-2010 Nanjing University
2004-2010 Nanjing University
Professional Experience
2023-present Beijing Institute of Technology
2017-2023 Tsinghua University
2014-2017 University of Maryland
2017-2023 Tsinghua University
2014-2017 University of Maryland
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Dive into the research topics where Guan Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Averaging for stochastic perturbations of integrable systems
Huang, G., Kuksin, S. & Piatnitski, A., Jun 2025, In: Journal of Dynamics and Differential Equations. 37, 2, p. 1053-1105 53 p.Research output: Contribution to journal › Article › peer-review
Open Access -
DriveDreamer: Towards Real-World-Drive World Models for Autonomous Driving
Wang, X., Zhu, Z., Huang, G., Chen, X., Zhu, J. & Lu, J., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 55-72 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15106 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
26 Link opens in a new tab Citations (Scopus) -
DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation
Zhao, G., Wang, X., Zhu, Z., Chen, X., Huang, G., Bao, X. & Wang, X., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 10, p. 10412-10420 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access22 Link opens in a new tab Citations (Scopus) -
DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation
Zhao, G., Ni, C., Wang, X., Zhu, Z., Zhang, X., Wang, Y., Huang, G., Chen, X., Wang, B., Zhang, Y., Mei, W. & Wang, X., 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 12015-12026 12 p.Research output: Contribution to journal › Conference article › peer-review
11 Link opens in a new tab Citations (Scopus) -
On Averaging and Mixing for Stochastic PDEs
Huang, G. & Kuksin, S., Sept 2024, In: Journal of Dynamics and Differential Equations. 36, 3, p. 2041-2056 16 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus)