Ma, Haiping

9 publications

AAAI 2025 AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis Haiping Ma, Yue Yao, Changqian Wang, Siyu Song, Yong Yang

IJCAI 2025 Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks Shangshang Yang, Linrui Qin, Xiaoshan Yu, Ziwen Wang, Xueming Yan, Haiping Ma, Ye Tian

AAAI 2025 Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing Changqian Wang, Shangshang Yang, Siyu Song, Ziwen Wang, Haiping Ma, Xingyi Zhang, Bo Jin

IJCAI 2024 DGCD: An Adaptive Denoising GNN for Group-Level Cognitive Diagnosis Haiping Ma, Siyu Song, Chuan Qin, Xiaoshan Yu, Limiao Zhang, Xingyi Zhang, Hengshu Zhu

NeurIPS 2024 DisenGCD: A Meta Multigraph-Assisted Disentangled Graph Learning Framework for Cognitive Diagnosis Shangshang Yang, Mingyang Chen, Ziwen Wang, Xiaoshan Yu, Panpan Zhang, Haiping Ma, Xingyi Zhang

AAAI 2024 Enhancing Cognitive Diagnosis Using Un-Interacted Exercises: A Collaboration-Aware Mixed Sampling Approach Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang

NeurIPS 2023 Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang

AAAI 2022 Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education Yan Zhuang, Qi Liu, Zhenya Huang, Zhi Li, Shuanghong Shen, Haiping Ma

IJCAI 2022 Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-Aware Neural Network Approach Haiping Ma, Jingyuan Wang, Hengshu Zhu, Xin Xia, Haifeng Zhang, Xingyi Zhang, Lei Zhang