PPaperPicks

Shangshang Yang

13 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×4SIGKDD ×4SIGIR ×2IJCAI ×1NeurIPS ×1WWW ×1

Frequent coauthors

Haiping Ma
×13
Xingyi Zhang
×12
Xiaoshan Yu
×10
Ziwen Wang
×9
Changqian Wang
×4
Chuan Qin
×3
Hengshu Zhu
×3
Siyu Song
×2
Xiaoshan Yu
×1
Xuewen Duan
×1
Ziwei Huang
×1
Linrui Qin
×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. 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
  5. 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
  6. 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
  7. Learning Patterns-Guided Data Generation for Knowledge Tracing
    SIGKDD 2025 ·
    Haiping Ma
    ,
    Yi Yin
    ,
    Ziwen Wang
    ,
    Changqian Wang
    ,
    Xiaoshan Yu
    , Shangshang Yang,
    Xingyi Zhang
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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