About Me

I am a first-year Master's student majoring in Computer Science @ Tianjin University (TJU), advised by Prof. Bo Wang. Before that, I obtained my B.S. in Software Engineering @ Guangdong University of Foreign Studies (GDUFS), under the supervision of Prof. Xinying Qiu. Currently, I am interning @ Singapore University of Technology and Design (SUTD), supervised by Prof. Wenxuan Zhang. My research interests include Large Language Models (LLMs), Mechanistic Interpretability, AI Agents, and AI4Science.

Publications

Let’s Simplify Step by Step: Guiding LLM Towards Multilingual Unsupervised Proficiency-Controlled Sentence Simplification

Jingshen Zhang, Xinying Qiu, Lifang Lu, Zhuhua Huang, Yutao Hu, Yuechang Wu, JunYu Lu

EACL2026 Findings. [PDF] [Code]

Label Confidence Weighted Learning for Target-level Sentence Simplification

Xinying Qiu and Jingshen Zhang

EMNLP2024 Main. [PDF] [Code] [Poster]

Readability-guided Idiom-aware Sentence Simplification (RISS) for Chinese

Jingshen Zhang, Xinglu Chen, Xinying Qiu, Zhimin Wang and Wenhe Feng

CCL2024 Main. [PDF] [Code] [Poster]

Internship

  • Singapore University of Technology and Design (SUTD)
    Research Intern, Mar. 2025 - Now.
    Research Focus: Multicultural/Multilingual Large Language Models, Mechanistic Interpretability
  • Lionrock AI Lab, China Merchants Research Institute of Advanced Technology
    Research Intern, Sept. 2024 - Dec. 2024.
    Responsibilities: World Model, Multimodality Model

Blogs