Portrait of Qi Huang
Qi Huang
University of Chicago M.Sc., University of Chicago (2027)

Education
  • University of Chicago
    The University of Chicago
    M.Sc. in Computational and Applied Mathematics
    Sep. 2025 – Jun. 2027
  • University of Liverpool
    The University of Liverpool
    B.Sc. in Mathematics, First Class Honours (top 1%)
    Sep. 2023 – Jun. 2025
  • Xi'an Jiaotong-Liverpool University
    Xi'an Jiaotong-Liverpool University
    B.Sc. in Applied Mathematics
    Sep. 2021 – Jul. 2023
Academic Service
  • Reviewer: Forecast@ICML 2026 Workshop
Research Experience
  • Princeton University
    Princeton University, Zhuang Lab
    Scientific world models & LLM agents
    Mar. 2026 – present
  • University of Chicago
    UChicago, Department of Statistics
    Causal inference for observational studies
    Nov. 2025 – present
  • University of Wisconsin-Madison
    University of Wisconsin–Madison
    Audio-visual test-time adaptation
    Sep. 2025 – Jun. 2026
Industry Experience
  • iFLYTEK
    iFLYTEK
    Machine Learning Research Intern
    Jun. 2025 – Sep. 2025
  • Alibaba Group
    Alibaba Group
    Data Analyst Intern, Finance Department
    Jul. 2024 – Aug. 2024
News
Publications & Preprints
[1] Half-routing Consistency Guidance with Batch-aware Gating for Audio-Visual Test-Time Adaptation

Qi Huang, Xiao Luo

Submitted ACM International Conference on Information and Knowledge Management (CIKM)

[2] Stronger Artificial Intelligence Breakthroughs Hasten Their Own Exhaustion

Beichen Lu, Honglin Bao, Qi Huang, Qingguo Meng, James A. Evans

Submitted Science

[3] QEGF: A Quantum-Inspired Geometric and Energy-Based Fusion Framework for Multimodal Sentiment Analysis

Yuxuan Hu, Yushan Pan, Minghui Zhu, Xiaojiang He, Qi Huang, Hao Wang, Yanlong Cao, Zhijie Xu

Major Revision IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

[4] A Comprehensive Graph Pooling Benchmark: Effectiveness, Robustness and Generalizability

Pengyun Wang, Junyu Luo, Yanxin Shen, Ming Zhang, Shaoen Qin, Hanwen Xing, Siyu Heng, Qi Huang, Xiao Luo

Major Revision ACM Transactions on Knowledge Discovery from Data (TKDD)

[5] LoVI-DPO: Informative-Safe Preference Mining with Region-Aware Optimization for Video Inpainting

Jia Huang, Hongyou Zhou, Qi Huang, Hongbin Liu, Peng Zhang, Zhengqi Sun, Lumin Xu

Submitted AAAI Conference on Artificial Intelligence (AAAI) 2027