Siyang Li

News

  • Position
    I am looking for postdoc positions in AI / Agents / BCI / BME / Neuroscience. Feel free to contact me for related positions.
  • Publication
    Our paper StackingNet: Collective Inference Across Independent AI Foundation Models is now published (Open Access) in Advanced Science!StackingNet published in Advanced Science
  • Open Source
    I built and will manage HUST-BCIML, a repository collecting the published code and related resources of Prof. Dongrui Wu's lab.

Biography

My research spans machine learning theory, algorithms, and models. Technically, I study transfer learning, ensemble learning, and multimodal learning. I am also familiar with signal processing techniques, modern large language models and vision-language models (LLMs/VLMs).

For applications, I am particularly interested in brain decoding for brain-computer interfaces (BCIs). For the long-term goal, I aim at multimodal human-computer interaction systems for future generations.

Education

  • Ph.D. in Artificial Intelligence2026
    School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, China
    Supervisor: Prof. Dongrui Wu
  • Master in Artificial Intelligence2021
    College of Arts and Science, Boston University, USA
  • Bachelor in Mathematics and Computer Science2018
    Courant Institute, College of Arts and Science, New York University, USA

Selected Publications

StackingNet: Collective Inference Across Independent AI Foundation Models
Siyang Li, Chenhao Liu, Dongrui Wu📩, Zhigang Zeng📩, Lieyun Ding📩
Black-Box Test-Time Ensemble
Siyang Li, Ziwei Wang, Chenhao Liu, Dongrui Wu📩
Poster, the 2nd Chinese Conference on Brain-Machine Intelligence (ChinaBMI), CAAI, 2025China Patent
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs
Siyang Li, Ziwei Wang, Hanbin Luo, Lieyun Ding📩, Dongrui Wu📩
Youth Paper Defense Competition Award, World Robot Contest (WRC) - BCI Track, 2023Poster, Spotlight, the 1st Chinese Conference on Brain-Machine Intelligence (ChinaBMI), CAAI, 2024China Patent
Canine EEG helps human: cross-species and cross-modality epileptic seizure detection via multi-space alignment
Ziwei Wang, Siyang Li, Dongrui Wu📩
NSR 2025