Yan Zhuang (庄严) PhD candidate School of Computer Science and Technology, University of Science and Technology of China Hefei City, Anhui Province, China E-mail: zykb@mail.ustc.edu.cn

Biography

I'm a PhD student in BASE Group, University of Science and Technology of China (USTC). My advisors is Prof. Qi Liu.

My research mainly focuses on AI for Education, including Computerized Adaptive Testing, Cognitive Diagnosis, Student Modeling. Recently I am focusing on the Evaluation and Diagnosis for Large Language Model

Publications (Google Scholar, Code)

• Survey of Computerized Adaptive Testing: A Machine Learning Perspective,
  Qi Liu, Yan Zhuang, Haoyang Bi, Zhenya Huang, Weizhe Huang, Jiatong Li, Junhao Yu, Zirui Liu, Zirui Hu, Yuting Hong, Zachary A. Pardos, Haiping Ma, Mengxiao Zhu, Shijin Wang, Enhong Chen, Arxiv.
  

• A Bounded Ability Estimation for Computerized Adaptive Testing, [Code]
  Yan Zhuang, Qi Liu, GuanHao Zhao, Zhenya Huang, Weizhe Huang, Zachary Pardos, Enhong Chen, Jinze Wu, Xin Li
  The 37th Conference on Neural Information Processing Systems (NeurIPS'2023), New Orleans, USA, Dec 10-16 2023.
  

• Efficiently Measuring the Cognitive Ability of LLMs: An Adaptive Testing Perspective, [中文解读]
  Yan Zhuang, Qi Liu, Yuting Ning, Weizhe Huang, Rui Lv, Zhenya Huang, Guanhao Zhao, Zheng Zhang, Qingyang Mao, Shijin Wang, Enhong Chen, Arxiv.
  

• A Robust Computerized Adaptive Testing Approach in Educational Question Retrieval,
  Yan Zhuang, Qi Liu, Zhenya Huang, Zhi Li, Binbin Jin, Haoyang Bi, Enhong Chen, Shijin Wang,
  The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'2022), Virtual Conference, July 11-15 2022.
  

• Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education,
  Yan Zhuang, Qi Liu, Zhenya Huang, Zhi Li, Shuanghong Shen and Haiping Ma,
  The 36th AAAI Conference on Artificial Intelligence (AAAI'2022), Virtual Conference, February 22-March 1 2022.
  

• Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems,
  Guanhao Zhao, Zhenya Huang, Yan Zhuang, Jiayu Liu, Qi Liu, Zhiding Liu, Jinze Wu, Enhong Chen,
  The 32nd ACM International Conference on Information and Knowledge Management (CIKM'2023), Birmingham, United Kingdom, October 21–25 2023.
  

• Search-Efficient Computerized Adaptive Testing,
  Yuting Hong, Shiwei Tong, Wei Huang, Yan Zhuang, Qi Liu, Enhong Chen, Xin Li, Yuanjing He,
  The 32nd ACM International Conference on Information and Knowledge Management (CIKM'2023), Birmingham, United Kingdom, October 21–25 2023. (Best Paper Runners Up)
  

• FairLISA: Fair User Modeling with Limited Sensitive Attributes Information,
  Zheng Zhang, Qi Liu, Hao Jiang, Fei Wang, Yan Zhuang, Le Wu, Weibo Gao, Enhong Chen,
  The 37th Conference on Neural Information Processing Systems (NeurIPS'2023), New Orleans, USA, Dec 10-16 2023.
  

Academic Services

Reviewer: AAAI, WWW, TKDE.

Honors & Awards

Last Updated by Yan: 2023.12