About Me

I am currently a first-year master’s student at PALM Lab, School of Computer Science and Engineering, Southeast University (SEU), under the supervision of Professor Xu Yang. Prior to this, I completed my Bachelor’s degree in School of Mathematics at the same institution. My research interests primarily focus on parallel inference in Large Language Models (LLMs), with a focus on speculative decoding methods, as well as the reasoning ability of LLMs.

Publications

Speculative Ensemble: Fast Large Language Model Ensemble via Speculation
Jiale Fu*, Yuchu Jiang*, Junkai Chen, Jiaming Fan, Xin Geng, Xu Yang
Underreview.
PDF Code Blog Blog (Zh)

GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning
Jiale Fu, Yaqing Wang, Simeng Han, Jiaming Fan, Xu Yang
Underreview.
PDF Code

Mimic In-Context Learning for Multimodal Tasks.
Yuchu Jiang, Jiale Fu, Chenduo Hao, Xinting Hu, Yingzhe Peng, Xin Geng, Xu Yang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
PDF Code

Experiences

• Southeast University, Nanjing (Sept 2024 – Present)
  Master’s Student at School of Computer Science and Engineering.

• Shopee R&D Center, Shanghai (Jun 2024 – Sept 2024)
  Multimodal AI Intern, focused on multimodal tokenization for LMM pretraining.

• Baidu Research, Beijing (Nov 2023 – May 2024)
  Research Intern, specializing in reasoning and in-context learning for LLMs.

• Southeast University, Nanjing (Sept 2020 – Jun 2024)
  Bachelor’s Student at School of Mathematics.