Statistics · Probability

Dong Huang 黄栋

Fourth-year Ph.D. student in Statistics · Tsinghua University

I am a fourth-year Ph.D. student in the Department of Statistics and Data Science at Tsinghua University, very fortunate to be advised by Prof. Pengkun Yang.

I obtained my B.S. degree in Mathematics from the Department of Mathematical Sciences at Tsinghua University. My research interests are in statistics, probability and theoretical computer science.

I am visiting Prof. Shuangping Li in the Department of Statistics and Data Science at Yale University from August 1, 2026 to January 31, 2027.

Email ↗Google Scholar ↗CV ↗ (Last updated : 2026/08)
Dong Huang standing on rocks beside the sea
DONG HUANG / 黄栋

Selected research

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α–β denotes alphabetical author order.

Recent news

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  • Our paper "Learning Global Temporal Dynamics in Sparse Networks via Cycle Counts" is accepted by the 40th Annual Conference on Neural Information Processing Systems (NeurIPS 2026).

  • I will be visiting Prof. Shuangping Li in the Department of Statistics and Data Science at Yale University from 2026/8/1 to 2027/1/31.

  • Our paper "Prompt Perturbation for Reliable LLM Evaluation over Comparison Graphs" is accepted by Statistical Learning and Data Science (SLADS).

Education

2026.08 – 2027.01

Visiting Ph.D. Student

Yale University

Department of Statistics and Data Science · Host: Prof. Shuangping Li

2023 – present

Ph.D. in Statistics

Tsinghua University

Department of Statistics and Data Science · Advisor: Prof. Pengkun Yang

2019 – 2023

B.S. in Mathematics

Tsinghua University

Department of Mathematical Sciences

Selected awards

  • 2026–2027Young Elite Scientists Sponsorship Program - Doctoral Student Special Program, by China Association for Science and Technology
  • 2026IMS Hannan Graduate Student Travel Award
  • 2025, 2024, 2022, 2020Comprehensive Scholarship of Tsinghua University
  • 2024Outstanding Teaching Assistant of Tsinghua University
  • 2023Outstanding Graduates of Tsinghua University
  • 2020First Prize in National College Student Mathematics Competition