Haosheng Zhou
PhD Candidate
Department of Statistics & Applied Probability
University of California, Santa Barbara
Santa Barbara, CA 93106, USA
Email: hzhou593@ucsb.edu
Check my CV here.
Educational Experience:
- Master Degree in Mathematics, Courant Institue of Mathematical Sciences, New York University
- Bachelor Degree in Data Science with a concentration in Internet Finance, School of EECS, Peking University
Research Interests:
- Multi-agent Games on Mathematical Structures (Graphs & Graphons)
- Multi-agent Games with Adversarial Interactions (Deception & Counter-Deception)
- Deep & Reinforcement Learning (Architectures & Algorithms) for Solving Games
- Optimal Transport and its Applications in Generative Modeling
- Signatures and its Applications in Machine Learning
- Developments and analysis of mathematical models for finance, biology, and social science
Publications:
- Strategic Inference in Stackelberg Games: Optimal
Control for Revealing Adversary Intent, joint work with D. Ralston, X. Yang, R. Hu
In preparation
- Finite-Agent Stochastic Differential Games on Large Graphs:
II. Graph-Based Architectures, joint work with R. Hu, J. Long
In preparation
- Adversarial Decision-Making in Partially Observable Multi-Agent
Systems: A Sequential Hypothesis Testing Approach, joint work with D. Ralston, X. Yang, R. Hu
Submitted to IEEE TCNS
- Integrating Sequential Hypothesis Testing into Adversarial Games: A
Sun Zi-Inspired Framework, joint work with D. Ralston, X. Yang, R. Hu
Accepted by IEEE CDC 2025
- Finite-Agent Stochastic Differential Games on Large Graphs:
I. The Linear-Quadratic Case, joint work with R. Hu, J. Long
Applied Mathematics & Optimization, DOI: 10.1007/s00245-025-10309-8
[arXiv]
[Journal]
- Detecting Boolean Asymmetric Relationships with a Loop
Counting Technique and its Implications for Analyzing
Heterogeneity within Gene Expression Datasets, H. Zhou, W. Lin, S.R. Labra, S.A. Lipton, J.A. Elman, N.J. Schork, A.V. Rangan
IEEE/ACM Transactions on Computational Biology and Bioinformatics, DOI: 10.1109/TCBB.2024.3487434
[bioRxiv]
[Journal]
- Approximation Algorithms and PTAS of the Minimum Dominating Set
and the 3-Path Vertex Cover Problem on Unit Disk Graphs, H. Zhou, J. Tu, Y. Kong
Bachelor Thesis, not to be published
Teaching Experience:
Other Resources: