Shangshang Yang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 29

Top Topics

Neural Architecture

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

IEEE Trans. Cogn. Dev. Syst.

Publications

Zhifeng Hao, Yaochu Jin, Xueming Yan, Chuyue Wang, Shangshang Yang, Hong Ge
Cross-modal hashing retrieval with compatible triplet representation. Neurocomputing 602 (2024)
Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang
Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach. AAAI (2024)
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)
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 (2024)
Shangshang Yang, Linrui Qin, Xiaoshan Yu
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks. CoRR (2024)
Shangshang Yang, Xiangkun Sun, Ke Xu, Yuanchao Liu, Ye Tian, Xingyi Zhang
Hybrid Architecture-Based Evolutionary Robust Neural Architecture Search. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
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)
Yuanchao Liu, Jianchang Liu, Jinliang Ding, Shangshang Yang, Yaochu Jin
A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems. IEEE Trans. Evol. Comput. 28 (4) (2024)
Ye Tian, Weixin Wang, Shangshang Yang, Panpan Zhang, Xingyi Zhang
Multi-Agent Reinforcement Learning with Asymmetric Representation Assisted by Multi-Objective Evolutionary Algorithms. CEC (2024)
Shangshang Yang, Haoyu Wei, Haiping Ma, Ye Tian, Xingyi Zhang, Yunbo Cao, Yaochu Jin
Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang
Enhancing Cognitive Diagnosis using Un-interacted Exercises: A Collaboration-aware Mixed Sampling Approach. CoRR (2023)
Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang
EQ-Net: Elastic Quantization Neural Networks. ICCV (2023)
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. NeurIPS (2023)
Lei Zhang, Haipeng Yang, Shangshang Yang, Xingyi Zhang
A Macro-Micro Population-Based Co-Evolutionary Multi-Objective Algorithm for Community Detection in Complex Networks [Research Frontier]. IEEE Comput. Intell. Mag. 18 (3) (2023)
Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang
EQ-Net: Elastic Quantization Neural Networks. CoRR (2023)
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. CoRR (2023)
Shangshang Yang, Haiping Ma, Cheng Zhen, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi Zhang
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search. CoRR (2023)
Ye Tian, Jingwen Pan, Shangshang Yang, Xingyi Zhang, Shuping He, Yaochu Jin
Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm. IEEE Trans. Artif. Intell. 4 (2) (2023)
Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang
Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation. IEEE Trans. Cogn. Dev. Syst. 14 (4) (2022)
Ye Tian, Shichen Peng, Shangshang Yang, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Action Command Encoding for Surrogate-Assisted Neural Architecture Search. IEEE Trans. Cogn. Dev. Syst. 14 (3) (2022)
Shangshang Yang, Ye Tian, Cheng He, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Ye Tian, Maihai Sun, Shangshang Yang, Xingyi Zhang
Tagging Metaheuristics with Problem-Oriented Labels for Non-Expert Users. SSCI (2022)
Haiping Ma, Jinwei Zhu, Shangshang Yang, Qi Liu, Haifeng Zhang, Xingyi Zhang, Yunbo Cao, Xuemin Zhao
A Prerequisite Attention Model for Knowledge Proficiency Diagnosis of Students. CIKM (2022)
Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation. CoRR (2021)
Ye Tian, Shangshang Yang, Xingyi Zhang
An Evolutionary Multiobjective Optimization Based Fuzzy Method for Overlapping Community Detection. IEEE Trans. Fuzzy Syst. 28 (11) (2020)
Lei Zhang, Shangshang Yang, Xinpeng Wu, Fan Cheng, Ying Xie, Zhiting Lin
An indexed set representation based multi-objective evolutionary approach for mining diversified top-k high utility patterns. Eng. Appl. Artif. Intell. 77 (2019)
Ye Tian, Shangshang Yang, Lei Zhang, Fuchen Duan, Xingyi Zhang
A Surrogate-Assisted Multiobjective Evolutionary Algorithm for Large-Scale Task-Oriented Pattern Mining. IEEE Trans. Emerg. Top. Comput. Intell. 3 (2) (2019)
Ye Tian, Shangshang Yang, Xingyi Zhang, Yaochu Jin
Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection. CEC (2019)
Heng Cao, Shangshang Yang, Qingren Wang, Qijun Wang, Lei Zhang
A Closed Itemset Property based Multi-objective Evolutionary Approach for Mining Frequent and High Utility Itemsets. CEC (2019)