Portrait of Tianyi Wang

Tianyi Wang

Ph.D. Student
Chengdu Institute of Computer Applications, Chinese Academy of Sciences
wangtianyi22@mails.ucas.ac.cn


About Me

I am a Ph.D. student in Computer Science and Technology at the Chengdu Institute of Computer Applications, Chinese Academy of Sciences. I am advised by Prof. Xiaolin Qin and Prof. Lu Yang. Before starting my doctoral studies, I received my B.E. degree from Harbin Engineering University.

Research Interests

Selected Publications

  1. Overview of the SynTTA framework ICASSP 2026
    Robust Test-time Adaptation by Unifying Principled Priors and Adaptive Feature Regularization
    Tianyi Wang, Xu Gu, Yangge Qian, Jingyang Shan, Xiaolin Qin
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026.
    Paper Code
    Test-time Adaptation Robust Learning
  2. Comparison of event forecasting approaches for time-series fragments IJCNN 2024
    Forecasting Events within Temporal Intervals Using First Occurrence Distributions
    SiQi Zang, Yangge Qian, Tianyi Wang, Jingjun Zhang, Xiaolin Qin
    International Joint Conference on Neural Networks (IJCNN), 2024.
    Paper
    Event Forecasting Temporal Modeling
  3. Snapshot reinforcement learning with teacher and student trajectories AutoRL @ ICML 2024
    Snapshot Reinforcement Learning: Leveraging Prior Trajectories for Efficiency
    Yanxiao Zhao, Yangge Qian, Tianyi Wang, Jingyang Shan, Xiaolin Qin
    AutoRL Workshop at the International Conference on Machine Learning (ICML), 2024.
    arXiv PDF
    Reinforcement Learning Sample Efficiency

Internships

Academic Services

Education