High-Dimensional Discrete Bayesian Optimization with Intrinsic Dimension. - Shu-Jun Li; Mingjia Li 002; Hong Qian (PRICAI (1), 2022)

Evolutionary reinforcement learning via cooperative coevolutionary negatively correlated search. - Peng Yang 008; Hu Zhang 002; Yanglong Yu; Mingjia Li 002; Ke Tang 001 (Swarm Evol. Comput., 2022)

QCCDM: A Q-Augmented Causal Cognitive Diagnosis Model for Student Learning. - Shuo Liu 017; Hong Qian; Mingjia Li 002; Aimin Zhou (ECAI, 2023)

High-Dimensional Causal Bayesian Optimization. - Yupeng Wu; Weiye Wang; Yangwenhui Zhang; Mingjia Li 002; Yuanhao Liu; Hong Qian; Aimin Zhou (ECAI, 2024)

ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems. - Hong Qian; Shuo Liu 017; Mingjia Li 002; Bingdong Li; Zhi Liu; Aimin Zhou (KDD, 2024)

A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences. - Mingjia Li 002; Shuo Liu 017; Hong Qian; Aimin Zhou (NeurIPS, 2024)

Foundation model enhanced derivative-free cognitive diagnosis. - Mingjia Li 002; Hong Qian; Jinglan Lv; Mengliang He; Wei Zhang; Aimin Zhou (Frontiers Comput. Sci., 2025)