clayton

Shuoyuan Wang

Ph.D. Student
Southern University of Science and Technology, Shenzhen
claytonwang0205@gmail.com


Bio

I am currently a Ph.D. student at Southern University of Science and Technology, under the supervision of Prof. Hongxin Wei. Prior to this, I received my Master’s degree in Computer Science from University of Macau, where I was advised by Prof. Bob Zhang. I also received a Bachelor’s degree in Electrical Engineering from Nanjing Normal University, where my advisor was Prof. Lei Zhang.

Research Interests

News

Working Papers

  1. MarsRetrieval: Benchmarking Vision-Language Models for Planetary-Scale Geospatial Retrieval on Mars
    Shuoyuan Wang, Yutong Wang, Hongxin Wei
    Arxiv
    PDF Code
  2. Natural Language-Driven Global Mapping of Martian Landforms
    Yutong Wang, Shuoyuan Wang, Ziang Wei, Zhaoran Wei, Jiannan Zhao, Zhonghua Yao, Zejian Xie, Songxin Zhang, JunHuang, Bingyi Jing, Hongxin Wei
    Arxiv
    PDF

Selected Publications

  1. Your Pre-trained LLM is Secretly an Unsupervised Confidence Calibrator
    Beier Luo, Shuoyuan Wang, Sharon Li, Hongxin Wei
    NeurIPS, 2025
    PDF Code
  2. Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models
    Shuoyuan Wang, Yixuan Li, Hongxin Wei
    ICML, 2025
    PDF
  3. Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning
    Di Xiong*, Shuoyuan Wang*, Lei Zhang, Wenbo Huang, Chaolei Han
    AAAI, 2025
  4. Open-Vocabulary Calibration for Fine-tuned CLIP
    Shuoyuan Wang, Jindong Wang, Guoqing Wang, Bob Zhang, Kaiyang Zhou, Hongxin Wei
    ICML, 2024
    PDF Code
  5. Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition
    Shuoyuan Wang, Jindong Wang, HuaJun Xi, Bob Zhang, Lei Zhang, Hongxin Wei
    IMWUT/Ubicomp, 2024
    PDF Code

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