$ Hi there, I'm
Yuhe Wu
$ Sometimes I █
Current Research
LLM in Finance
Fintech Thrust @ HKUST(GZ)
LLM evaluation, LLM self-evolution, and agent cognition for financial decision-making
Fintech
Fintech Lab @ DUFE
Applied AI, time-series forecasting, and explainable models for financial systems
Education
Ph.D. in Fintech
HKUST(GZ) · 2026.09 ~
Supervised by Prof. Guang Zhang
B.S. in Economic Statistics
DUFE · 2022 – 2026
Supervised by Prof. Zhuang Liu and Prof. Xu Qiang
I am a Ph.D. student in Fintech at the Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Guang Zhang. I received my B.S. in Economic Statistics from Dongbei University of Finance and Economics (DUFE), where I was supervised by Prof. Zhuang Liu and Prof. Xu Qiang.
My research focuses on LLM capabilities, spanning LLM evaluation, LLM post-training, and generative agents. I have published papers at venues including ACL 2026, EMNLP 2026, KDD 2025, and Annals of Operations Research, with additional manuscripts under review at ICLR 2027, WWW 2027, AAAI 2027, and ACL 2027. I also serve as a reviewer for leading venues such as ACL, KDD, NeurIPS, AAAI, and ICLR.
* equal contribution · † corresponding author
8 selected manuscriptsWhat's in the Water: Auditing Faults in LLM Social Simulations
Yuhe Wu, Guangyu Wang, Rui Qian, Zonghao Ying, Jiaxin Liu, Wei Wu, Tian Chen, Jia Yee Tan, Kaching Yang, Yujie Chen, Guang Zhang†
Spend Reasoning Where It Counts: Concise LLM Operations Research Modeling
Yuhe Wu, Guangyu Wang, Jiatong Zhang, Rui Qian, Linmingxuan Li, Mingda Li, Yujie Chen, Jiaxin Liu, Xu Zihan, Shanding Han, Zixuan Yuan, Guang Zhang†
A Generative Agent Framework for Simulating Affective Attachment in Academic Hierarchies
Jia Yee Tan, Yusen Wu, Yuhe Wu†
DND: A Decision Engine for Large-Scale Dynamic Networks
Guangyu Wang*, Yuhe Wu*, Jiawei Wang†
Ph.D. Student
Ph.D. student in Fintech at the Hong Kong University of Science and Technology (Guangzhou), focusing on LLM agents, evaluation, and finance applications.
Research Assistant at Fintech Thrust
Research Assistant under Prof. Guang Zhang. Papers accepted at ACL 2026 (Main & Findings) and EMNLP 2026 (Main & Findings), spanning LLM evaluation, multi-agent systems, and socially embedded decision making.
Group Core Member
Core member of the research group supervised by Prof. Xu Qiang at the National Accounting Center.
Research Group Leader
Led the Fintech Lab research group under Prof. Zhuang Liu. Published in Annals of Operations Research and KDD-UMC 2025, with further work accepted at ACL 2026 and EMNLP 2026.
Business Admin → Economic Statistics
Transferred from Business Administration to Economic Statistics. Started exploring data science, statistical modeling, and quantitative methods.
12 awards spanning 4 categories
ACL 2026 Diversity & Inclusion (D&I) Subsidy
ACL 2026
KDD-25 Undergraduate Scholarship
KDD 2025
Dashang Group Academic Research Scholarship (TOP 1%)
DUFE
Excellent Innovation & Entrepreneurship Team Scholarship (TOP 1%)
DUFE
Advanced Individual in Academic Competitions (TOP 1%)
DUFE
National 2nd Prize, 9th Financial Innovation & Entrepreneurship Competition
National
Bronze Award, China International Innovation Competition
National
National 3rd Prize, 10th Student Statistical Modeling Competition
National
Top 100, ICBC Cup National Fintech Innovation Competition
National
First-Class Scholarship (TOP 2%)
DUFE
Merit Student (University Level)
DUFE
Excellent Communist Youth League Member
DUFE