PPaperPicks

Haiping Ma

18 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×5SIGKDD ×5IJCAI ×2SIGIR ×2WWW ×2ICDM ×1NeurIPS ×1

Frequent coauthors

Xingyi Zhang
×16
Shangshang Yang
×13
Xiaoshan Yu
×12
Ziwen Wang
×9
Changqian Wang
×6
Chuan Qin
×5
Hengshu Zhu
×5
Siyu Song
×4
Limiao Zhang
×3
Yong Yang
×2
Xiaoshan Yu
×1
Xuewen Duan
×1

Papers

  1. Breaking Robustness Barriers in Cognitive Diagnosis: A One-Shot Neural Architecture Search Perspective
    SIGKDD 2026 ·
    Ziwen Wang
    ,
    Shangshang Yang
    ,
    Xiaoshan Yu
    , Haiping Ma,
    Xingyi Zhang
  2. Debiased Cognitive Diagnosis: A Contrastive Counterfactual Modeling Method via Variational Autoencoder
    AAAI 2026 ·
    Shangshang Yang
    ,
    Xuewen Duan
    ,
    Xiaoshan Yu
    ,
    Ziwen Wang
    , Haiping Ma,
    Xingyi Zhang
  3. PEOAT: Personalization-Guided Evolutionary Question Assembly for One-Shot Adaptive Testing
    AAAI 2026 ·
    Xiaoshan Yu
    ,
    Ziwei Huang
    ,
    Shangshang Yang
    ,
    Ziwen Wang
    , Haiping Ma,
    Xingyi Zhang
  4. AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis
    AAAI 2025 · Haiping Ma,
    Yue Yao
    ,
    Changqian Wang
    ,
    Siyu Song
    ,
    Yong Yang
  5. Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing
    SIGKDD 2025 · Haiping Ma,
    Aoqing Xia
    ,
    Changqian Wang
    ,
    Hai Wang
    ,
    Xingyi Zhang
  6. Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks
    IJCAI 2025 ·
    Shangshang Yang
    ,
    Linrui Qin
    ,
    Xiaoshan Yu
    ,
    Ziwen Wang
    ,
    Xueming Yan
    , Haiping Ma,
    Ye Tian
  7. Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing
    AAAI 2025 ·
    Changqian Wang
    ,
    Shangshang Yang
    ,
    Siyu Song
    ,
    Ziwen Wang
    , Haiping Ma,
    Xingyi Zhang
    ,
    Bo Jin
  8. LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization
    SIGIR 2025 ·
    Xiaoshan Yu
    ,
    Shangshang Yang
    ,
    Ziwen Wang
    ,
    Siyu Song
    , Haiping Ma,
    Zhiguang Cao
    ,
    Xingyi Zhang
  9. Learning Patterns-Guided Data Generation for Knowledge Tracing
    SIGKDD 2025 · Haiping Ma,
    Yi Yin
    ,
    Ziwen Wang
    ,
    Changqian Wang
    ,
    Xiaoshan Yu
    ,
    Shangshang Yang
    ,
    Xingyi Zhang
  10. Reconciling Efficiency and Effectiveness of Exercise Retreival: An Uncertainty Reduction Hashing Approach for Computerized Adaptive Testing
    SIGIR 2025 · Haiping Ma,
    Weiyuan Zhou
    ,
    Xiaoshan Yu
    ,
    Changqian Wang
    ,
    Shangshang Yang
    ,
    Limiao Zhang
    ,
    Xingyi Zhang
  11. Rethinking Learner Modeling: A Feedback-Centric Cognitive Disentanglement Perspective
    SIGKDD 2025 ·
    Xiaoshan Yu
    ,
    Shangshang Yang
    ,
    Jian Li
    ,
    Ziwen Wang
    ,
    Chuan Qin
    , Haiping Ma,
    Xingyi Zhang
  12. Spatial-Temporal Analysis of Collective Emotional Resonance in China During Global Health Crisis
    WWW 2025 ·
    Limiao Zhang
    ,
    Xinyang Qi
    , Haiping Ma,
    Jie Gao
    ,
    Xingyi Zhang
    ,
    Yanqing Hu
    ,
    Yaochu Jin
  13. DGCD: An Adaptive Denoising GNN for Group-level Cognitive Diagnosis
    IJCAI 2024 · Haiping Ma,
    Siyu Song
    ,
    Chuan Qin
    ,
    Xiaoshan Yu
    ,
    Limiao Zhang
    ,
    Xingyi Zhang
    ,
    Hengshu Zhu
  14. DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation
    ICDM 2024 ·
    Xiaoshan Yu
    ,
    Chuan Qin
    ,
    Qi Zhang
    ,
    Chen Zhu
    , Haiping Ma,
    Xingyi Zhang
    ,
    Hengshu Zhu
  15. DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
    NeurIPS 2024 ·
    Shangshang Yang
    ,
    Mingyang Chen
    ,
    Ziwen Wang
    ,
    Xiaoshan Yu
    ,
    Panpan Zhang
    , Haiping Ma,
    Xingyi Zhang
  16. Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach
    AAAI 2024 · Haiping Ma,
    Changqian Wang
    ,
    Hengshu Zhu
    ,
    Shangshang Yang
    ,
    Xiaoming Zhang
    ,
    Xingyi Zhang
  17. HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection
    WWW 2024 · Haiping Ma,
    Yong Yang
    ,
    Chuan Qin
    ,
    Xiaoshan Yu
    ,
    Shangshang Yang
    ,
    Xingyi Zhang
    ,
    Hengshu Zhu
  18. RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes
    SIGKDD 2024 ·
    Xiaoshan Yu
    ,
    Chuan Qin
    ,
    Dazhong Shen
    ,
    Shangshang Yang
    , Haiping Ma,
    Hengshu Zhu
    ,
    Xingyi Zhang