Jin Zhu (朱进)

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I am an Assistant Professor of School of Mathematics at University of Birmingham. My research focuses on large language models, reinforcement learning and high-dimensional statistics, particularly on developing computationally efficient methods with statistical guarantees.

Previously,

  1. I’m a Research Officer working with Prof. Chengchun Shi in the Department of Statistics, London School of Economics and Political Science (LSE). During that time, I work on reinforcement learning, causal inference and large-language model.

  2. Prior to 1., I’m a Ph.D. working with Prof. You Na and Xueqin Wang in the School of Mathematics, Sun Yat-sen University (SYSU) since 2019. During that time, I work on high-dimensional data and non-Euclidean data. Prior to that, I obtained M.S. and B.S. in Statistics from SYSU in 2019 and 2016.

news

Oct 1, 2025 One paper Reconstruct Ising Model with Global Optimality via SLIDE has been accepted to JASA. :tada:
Sep 18, 2025 One paper AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees has been accepted to NeurIPS 2025. :sparkles:
Jun 25, 2025 One paper Simplex Constrained Sparse Optimization via Tail Screening has been published to JMLR. :confetti_ball: