Huiyang Peng
23 Years Old
Master's student
Education
Shenzhen Loop Area Institute
Sept. 2025 - Present

PhD student in Artificial Intelligence, AI for Science and Engineering

University of Science and Technology of China
Sept. 2025 - Present

PhD student in Statistics, School of Management

University of Science and Technology of China
Sept. 2023 - June. 2025

Master's student in Statistics, School of Management

University of Science and Technology of China
Sept. 2019 - June. 2023

Bachelor of Statistics, School of the Gifted Young

GPA: 3.72/4.30 (87.9/100)

Ranking: 15/75 (Statistics)

Papers
skscope: Fast Sparsity-Constrained Optimization in Python
JMLR, 2024

Zezhi Wang, Jin Zhu, Peng Chen, Huiyang Peng, Xiaoke Zhang, Anran Wang, Yu Zheng, Junxian Zhu, Xueqin Wang.

UKB-MDRMF: A Multi-Disease Risk and Multimorbidity Framework Based on UK Biobank Data
Nature Communication, 2025

Yukang Jiang, Bingxin Zhao, Xiaopu Wang, Borui Tang, Huiyang Peng, Zidan Luo, Yue Shen, Zheng Wang, Zhiwen Jiang, Jie Wang, Jieping Ye, Xueqin Wang, Hongtu Zhu.

Research Experience
Data Analysis on UK Biobank
Oct. 2022 - Present

Develop a framework based on UK Biobank for risk and multimorbidity.

Develop new methods for GWAS based on UK Biobank data.

Python package: skscope
June. 2023 - Oct. 2024

Established online documentation for software, wrote part of the documentation, and conducted some experiments.

Best Subset Selection in Deep Neural Network
Sept. 2023 - Sept. 2024

Developed an efficient algorithm for best subset recovery in deep neural network.

Conducted the coding component including algorithm, simulation and real data analysis.

Reinforcement learning for imperfect information game
Feb. 2025 - Present

Develop AI for imperfect information game such as GuanDan with large action space.

AI for Energy
Sept. 2025 - Present

Adapt artificial intelligence to make energy systems smarter, more efficient, reliable, and sustainable..

Teaching Experience
  • TA, Mathematical analysis B1 (Credit:6) Sept. 2022 - Jan. 2023
  • TA, Mathematical analysis B2 (Credit:6) Feb. 2023 - Jul. 2023
  • TA, Probability theory and mathematical statistics(Credit:3) Sept. 2024 - Jan. 2025
  • TA, Mathematical analysis B2 (Credit:6) Feb. 2025 - Jul. 2025
Honors And Awards
  • PhD Student Scholarship Sept. 2025
  • Outstanding Communist Youth League Cadre June. 2025
  • Outstanding Communist Youth League Member June. 2024 & June. 2025
  • Master Student Scholarship Sept. 2023 & Sept. 2024
  • Rose Scholarship May. 2023
  • Outstanding Graduate Award Jun. 2023
  • Provincial Second Prize, College Student Mathematics Competition Nov. 2021
  • Undergraduate Students Scholarship Nov. 2020 & Nov. 2021 & Nov. 2022
  • Cyrus Tang Scholarship June. 2020 & June. 2021 & June. 2022 & June. 2023