Hao Zhu

PhD Student

Department of Computer Science
University of Freiburg
Georges-Koehler-Allee 201, Room 00-019
79110 Freiburg im Breisgau

+49 761 203 73791

zhuh@cs.uni-freiburg.de

Area of interests

• convex analysis and optimization
• inverse reinforcement learning

Publications

• H. Zhu, S. Yan, J. Hoffmann, and J. Boedecker. Multi-convex Programming for Discrete Latent Factor Models Prototyping. preprint arXiv:2504.01431. PDF
• K. Kleespies, P. Paulus, H. Zhu, F. Pargent, M. Jakob, J. Werle, M. Czisch, J. Boedecker, S. Gais, and M. Schönauer. Sleep Resolves Competition Between Explicit and Implicit Memory Systems. preprint bioRxiv, 2025-02. PDF

• H. Zhu and J. Boedecker. Solving Inverse Problem for Multi-armed Bandits via Convex Optimization. preprint arXiv:2501.18945. PDF

• H. Zhu, Y. Zhang, and J. Boedecker. Inverse Reinforcement Learning via Convex Optimization. preprint arXiv:2501.15957. PDF

• H. Zhu, B. De La Crompe, G. Kalweit, A. Schneider, M. Kalweit, I. Diester, and J. Boedecker. Multi-intention Inverse Q-learning for Interpretable Behavior Representation. Transactions on Machine Learning Research, 2024. OpenReview

• B. Wang, Z. Zhang, H. Zhu, C. Niu, X. Wen and Z. Xi. The hydrogen bonding network involved Arg59 in human protoporphyrinogen IX oxidase is essential for enzyme activity. Biochemical and Biophysical Research Communications, 2021. DOI: 10.1016/j.bbrc.2021.03.124