Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education. - Yan Zhuang 001; Qi Liu 003; Zhenya Huang; Zhi Li 057; Shuanghong Shen; Haiping Ma (AAAI, 2022)

A Robust Computerized Adaptive Testing Approach in Educational Question Retrieval. - Yan Zhuang 001; Qi Liu 003; Zhenya Huang; Zhi Li 057; Binbin Jin; Haoyang Bi; Enhong Chen; Shijin Wang 001 (SIGIR, 2022)

Search-Efficient Computerized Adaptive Testing. - Yuting Hong; Shiwei Tong; Wei Huang 002; Yan Zhuang 001; Qi Liu 003; Enhong Chen; Xin Li 064; Yuanjing He (CIKM, 2023)

Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems. - Guanhao Zhao; Zhenya Huang; Yan Zhuang 001; Jiayu Liu 001; Qi Liu 003; Zhiding Liu; Jinze Wu; Enhong Chen (CIKM, 2023)

FairLISA: Fair User Modeling with Limited Sensitive Attributes Information. - Zheng Zhang 048; Qi Liu 003; Hao Jiang 023; Fei Wang 063; Yan Zhuang 001; Le Wu; Weibo Gao; Enhong Chen (NeurIPS, 2023)

A Bounded Ability Estimation for Computerized Adaptive Testing. - Yan Zhuang 001; Qi Liu 003; Guanhao Zhao; Zhenya Huang; Weizhe Huang; Zachary A. Pardos; Enhong Chen; Jinze Wu; Xin Li 064 (NeurIPS, 2023)

Efficiently Measuring the Cognitive Ability of LLMs: An Adaptive Testing Perspective. - Yan Zhuang 001; Qi Liu 003; Yuting Ning; Weizhe Huang; Rui Lv; Zhenya Huang; Guanhao Zhao; Zheng Zhang 048; Qingyang Mao; Shijin Wang 001; Enhong Chen (CoRR, 2023)

Towards Explainable Computerized Adaptive Testing with Large Language Model. - Cheng Cheng; Guanhao Zhao; Zhenya Huang; Yan Zhuang 001; Zhaoyuan Pan; Qi Liu 003; Xin Li 064; Enhong Chen (EMNLP (Findings), 2024)

A Unified Adaptive Testing System Enabled by Hierarchical Structure Search. - Junhao Yu; Yan Zhuang 001; Zhenya Huang; Qi Liu 003; Xin Li 064; Rui Li 093; Enhong Chen (ICML, 2024)

PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations. - Jiatong Li 002; Renjun Hu; Kunzhe Huang; Yan Zhuang 001; Qi Liu 003; Mengxiao Zhu 001; Xing Shi; Wei Lin 016 (NeurIPS, 2024)

Computerized Adaptive Testing via Collaborative Ranking. - Zirui Liu 010; Yan Zhuang 001; Qi Liu 003; Jiatong Li 002; Yuren Zhang; Zhenya Huang; Jinze Wu; Shijin Wang 001 (NeurIPS, 2024)

Understanding and improving fairness in cognitive diagnosis. - Zheng Zhang 048; Le Wu; Qi Liu 003; Jiayu Liu 001; Zhenya Huang; Yu Yin 002; Yan Zhuang 001; Weibo Gao; Enhong Chen (Sci. China Inf. Sci., 2024)

Survey of Computerized Adaptive Testing: A Machine Learning Perspective. - Qi Liu 003; Yan Zhuang 001; Haoyang Bi; Zhenya Huang; Weizhe Huang; Jiatong Li 002; Junhao Yu; Zirui Liu 010; Zirui Hu; Yuting Hong; Zachary A. Pardos; Haiping Ma; et al. (CoRR, 2024)

Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts. - Xinjie Sun; Qi Liu 003; Kai Zhang 038; Shuanghong Shen; Fei Wang 063; Yan Zhuang 001; Zheng Zhang 048; Weiyin Gong; Shijin Wang 001; Lina Yang; Xingying Huo (CoRR, 2024)

A Diffusion-Based Cognitive Diagnosis Framework for Robust Learner Assessment. - Guanhao Zhao; Zhenya Huang; Yan Zhuang 001; Haoyang Bi; Yiyan Wang; Fei Wang 063; Zhiyuan Ma 006; Yixia Zhao (IEEE Trans. Learn. Technol., 2024)

Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model. - Guanhao Zhao; Zhenya Huang; Cheng Cheng; Yan Zhuang 001; Qingyang Mao; Xin Li 064; Shijin Wang 001; Enhong Chen (AAAI, 2025)

TestAgent: An Adaptive and Intelligent Expert for Human Assessment. - Junhao Yu; Yan Zhuang 001; Yuxuan Sun; Weibo Gao; Qi Liu 003; Mingyue Cheng 004; Zhenya Huang; Enhong Chen (ACL (Findings), 2025)

am-ELO: A Stable Framework for Arena-based LLM Evaluation. - Zirui Liu 010; Jiatong Li 002; Yan Zhuang 001; Qi Liu 003; Shuanghong Shen; Jie Ouyang; Mingyue Cheng 004; Shijin Wang 001 (ICML, 2025)

Position: AI Evaluation Should Learn from How We Test Humans. - Yan Zhuang 001; Qi Liu 003; Zachary A. Pardos; Patrick C. Kyllonen; Jiyun Zu; Zhenya Huang; Shijin Wang 001; Enhong Chen (ICML (Position Papers), 2025)

A Closed-Form Solution for Fast and Reliable Adaptive Testing. - Yan Zhuang 001; Chenye Ke; Zirui Liu 010; Qi Liu 003; Yuting Ning; Zhenya Huang; Weizhe Huang; Qingyang Mao; Shijin Wang 001 (NeurIPS, 2025)

Plug-and-play fine grained neural cognitive diagnosis framework. - Xinjie Sun; Qi Liu 003; Kai Zhang 038; Weiyin Gong; Shuanghong Shen; Fei Wang 063; Yan Zhuang 001; Meikai Bao; Shijin Wang 001; Yuling Ma; Enhong Chen (Eng. Appl. Artif. Intell., 2025)

HCD: A Hierarchy Constraint-Aware Neural Cognitive Diagnosis Framework. - Xinjie Sun; Qi Liu 003; Kai Zhang 038; Shuanghong Shen; Fei Wang 063; Yan Zhuang 001; Zheng Zhang 048; Weiyin Gong; Shijin Wang 001; Lina Yang; Xingying Huo (Neural Networks, 2025)

LGS-KT: Integrating logical and grammatical skills for effective programming knowledge tracing. - Xinjie Sun; Qi Liu 003; Kai Zhang 038; Shuanghong Shen; Yan Zhuang 001; Yuxiang Guo 002 (Neural Networks, 2025)

Where is the Next Step? Predicting the Scientific Impact of Research Career. - Hefu Zhang; Yong Ge 001; Yan Zhuang 001; Enhong Chen (IEEE Trans. Big Data, 2025)

Efficient Benchmarking via Bias-Bounded Subset Selection. - Yan Zhuang 001; Junhao Yu; Qi Liu 003; Yuxuan Sun; Jiatong Li 002; Zhenya Huang; Enhong Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs. - Yuxiang Guo 002; Yan Zhuang 001; Qi Liu 003; Zhenya Huang; Xianquan Wang; Liyang He; Jiatong Li 002; Rui Li 093; Shijin Wang 001 (AAAI, 2026)