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Shangshang Yang
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Publications
- 2026
[c22]Shangshang Yang, Xuewen Duan, Xiaoshan Yu, Ziwen Wang, Haiping Ma, Xingyi Zhang:
Debiased Cognitive Diagnosis: A Contrastive Counterfactual Modeling Method via Variational Autoencoder. AAAI 2026: 27611-27620
[c21]Xiaoshan Yu, Ziwei Huang, Shangshang Yang, Ziwen Wang, Haiping Ma, Xingyi Zhang:
PEOAT: Personalization-Guided Evolutionary Question Assembly for One-Shot Adaptive Testing. AAAI 2026: 27978-27986
[i17]Ziwen Wang, Shangshang Yang, Xiaoshan Yu, Haiping Ma, Xingyi Zhang:
Breaking Robustness Barriers in Cognitive Diagnosis: A One-Shot Neural Architecture Search Perspective. CoRR abs/2601.04918 (2026)
[i16]Xiaoshan Yu, Shangshang Yang, Ziwen Wang, Haiping Ma, Xingyi Zhang:
Trustworthy Intelligent Education: A Systematic Perspective on Progress, Challenges, and Future Directions. CoRR abs/2601.21837 (2026)- 2025
[c17]Shangshang Yang, Linrui Qin, Xiaoshan Yu, Ziwen Wang, Xueming Yan, Haiping Ma, Ye Tian:
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks. IJCAI 2025: 7894-7903
[c16]Ziwen Wang, Daoli Shen, Xiangkun Sun, Shangshang Yang, Xiaoshan Yu, Ye Tian:
Cascade Adversarial Attack Search. IJCNN 2025: 1-9
[c15]Haiping Ma, Yi Yin, Ziwen Wang
, Changqian Wang, Xiaoshan Yu, Shangshang Yang
, Xingyi Zhang
:
Learning Patterns-Guided Data Generation for Knowledge Tracing. KDD (2) 2025: 2031-2041
[c14]Xiaoshan Yu, Shangshang Yang
, Jian Li
, Ziwen Wang
, Chuan Qin
, Haiping Ma, Xingyi Zhang
:
Rethinking Learner Modeling: A Feedback-Centric Cognitive Disentanglement Perspective. KDD (2) 2025: 3657-3668
[c13]Xiaoshan Yu
, Shangshang Yang
, Ziwen Wang
, Siyu Song
, Haiping Ma
, Zhiguang Cao
, Xingyi Zhang
:
LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization. SIGIR 2025: 306-315
[c12]Haiping Ma
, Weiyuan Zhou
, Xiaoshan Yu
, Changqian Wang
, Shangshang Yang
, Limiao Zhang
, Xingyi Zhang
:
Reconciling Efficiency and Effectiveness of Exercise Retreival: An Uncertainty Reduction Hashing Approach for Computerized Adaptive Testing. SIGIR 2025: 1044-1054
[i10]Shangshang Yang, Jialin Han, Xiaoshan Yu, Ziwen Wang, Hao Jiang, Haiping Ma, Xingyi Zhang, Geyong Min:
FedCD: A Fairness-aware Federated Cognitive Diagnosis Framework. CoRR abs/2508.01296 (2025)
[i9]Xiaoshan Yu, Ziwei Huang, Shangshang Yang, Ziwen Wang, Haiping Ma, Xingyi Zhang:
PEOAT: Personalization-Guided Evolutionary Question Assembly for One-Shot Adaptive Testing. CoRR abs/2512.00439 (2025)- 2024
[c9]Xiaoshan Yu
, Chuan Qin
, Dazhong Shen
, Shangshang Yang
, Haiping Ma
, Hengshu Zhu
, Xingyi Zhang
:
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes. KDD 2024: 4047-4058
[c8]Shangshang Yang, Mingyang Chen, Ziwen Wang, Xiaoshan Yu, Panpan Zhang, Haiping Ma, Xingyi Zhang:
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis. NeurIPS 2024
[c7]Haiping Ma
, Yong Yang
, Chuan Qin
, Xiaoshan Yu
, Shangshang Yang
, Xingyi Zhang
, Hengshu Zhu
:
HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection. WWW 2024: 4479-4488
[i8]Shangshang Yang, Linrui Qin, Xiaoshan Yu
:
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks. CoRR abs/2405.14399 (2024)
[i7]Xiaoshan Yu
, Chuan Qin, Dazhong Shen, Shangshang Yang, Haiping Ma, Hengshu Zhu, Xingyi Zhang:
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes. CoRR abs/2406.12465 (2024)
[i6]Shangshang Yang, Mingyang Chen, Ziwen Wang, Xiaoshan Yu, Panpan Zhang, Haiping Ma, Xingyi Zhang:
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis. CoRR abs/2410.17564 (2024)- 2023
[j10]Jianjun Chu, Xiaoshan Yu
, Shangshang Yang, Jianfeng Qiu, Qijun Wang:
Architecture entropy sampling-based evolutionary neural architecture search and its application in osteoporosis diagnosis. Complex Intell. Syst. 9(1): 213-231 (2023)
[c5]Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang:
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. NeurIPS 2023
[i3]Shangshang Yang, Xiaoshan Yu
, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang:
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. CoRR abs/2310.01180 (2023)

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