Hancheng Min
Postdoctral Researcher, Electrical and Systems Engineering, University of Pennsylvania
Email: hanchmin [at] seas [dot] upenn [dot] edu
I am Postdoc Researcher at Center for Innovation in Data Engineering and Science (IDEAS), University of Pennsylvania, advised by Prof. René Vidal. My research centers around building mathematical principles that facilitates the interplay between machine learning and dynamical systems, which combines tools in high dimensional probability, graph theory, dynamical system, control, and optimization.
Specifically, I am interested in utilizing data-driven methods to understand the dynamical behavior of large-scale and networked systems, as well as using learning-based control design for improving the performance of these systems while maintaining safe operation. In addition, I work on analyzing optimization algorithms in machine learning from a dynamical system point of view.
Prior to entering Penn, I received Ph.D. degree from Johns Hopkins University, where I am fortunate to be advised by Prof. Enrique Mallada and Prof. René Vidal. Before Hopkins, I received Master’s degree in Systems Engineering from University of Pennsylvannia and Bachelor’s degree in Automation from Tongji Univerisity, Shanghai.
News
Oct 25, 2024 | One paper accepted to Automatica |
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May 1, 2024 | One paper accepted to ICML |
Jan 30, 2024 | One paper accepted to PSCC |
Jan 16, 2024 | One paper accepted to ICLR |
Nov 16, 2023 | I gave a contributed talk at DeepMath 2023 |
Sep 30, 2023 | I attended MoDL 2023 in NYC |
Jul 24, 2023 | I attended ICML2023 at Honolulu, Hawaii. |
Jul 21, 2023 | I defended my Ph.D. Thesis. |
Jun 16, 2023 | I attended L4DC2023 at Penn. |
Jun 1, 2023 | ACC talk at San Diego |
Apr 25, 2023 | One paper accepted to ICML |
Mar 15, 2023 | One paper accepted to L4DC |
Jan 30, 2023 | One paper accepted to AISTATS |
Jan 20, 2023 | ROSEI Summit for Sustainable Energy Research at JHU |
Jan 7, 2023 | One paper accepted to ACC |
Jan 7, 2023 | One paper accepted to TAC |
Sep 30, 2022 | I attended MoDL 2022 in NYC |
Jun 30, 2022 | RSRG Seminar at California Institute of Technology. |
Jun 20, 2022 | I attended the 4th Learning for Dynamics and Control Conference in Palo Alto, CA. |
Jun 10, 2022 | Semiautonomous seminar at University of Berkeley |
Mar 30, 2022 | Virtual talk at 2022 MINDS Retreat |
Mar 7, 2022 | One paper accepted to L4DC |
Jan 12, 2022 | Virtual talk at 2022 TRIPODS Winter School |
Sep 30, 2021 | I attended MoDL 2021 in NYC |
Sep 12, 2021 | Virtual talk at ICML 2021 |
Aug 15, 2021 | I passed the GBO Exam at ECE department at Hopkins. |
Jul 12, 2021 | Virtual talk at ICML 2021 |
May 12, 2021 | Virtual talk at ACC 2021 |
May 7, 2021 | One paper accepted to ICML |
Jan 15, 2021 | I received MINDS Spring Fellowship 2021. |
Nov 7, 2020 | One paper accepted to L-CSS/ACC |
Dec 6, 2019 | CDC talk at Nice, France |
Nov 15, 2019 | I received MINDS Spring Fellowship 2020. |
Jun 7, 2019 | One paper accepted to CDC |
Feb 1, 2019 | I passed the departmental qualifying exam at ECE at Hopkins |