Shangshang Yang

Orcid: 0000-0003-0837-5424

According to our database1, Shangshang Yang authored at least 25 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hybrid Architecture-Based Evolutionary Robust Neural Architecture Search.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems.
IEEE Trans. Evol. Comput., August, 2024

Cross-modal hashing retrieval with compatible triplet representation.
Neurocomputing, 2024

Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks.
CoRR, 2024

HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection.
Proceedings of the ACM on Web Conference 2024, 2024

RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Multi-Agent Reinforcement Learning with Asymmetric Representation Assisted by Multi-Objective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A Macro-Micro Population-Based Co-Evolutionary Multi-Objective Algorithm for Community Detection in Complex Networks [Research Frontier].
IEEE Comput. Intell. Mag., August, 2023

Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm.
IEEE Trans. Artif. Intell., April, 2023

Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search.
CoRR, 2023

Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

EQ-Net: Elastic Quantization Neural Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation.
IEEE Trans. Cogn. Dev. Syst., 2022

Action Command Encoding for Surrogate-Assisted Neural Architecture Search.
IEEE Trans. Cogn. Dev. Syst., 2022

Tagging Metaheuristics with Problem-Oriented Labels for Non-Expert Users.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

A Prerequisite Attention Model for Knowledge Proficiency Diagnosis of Students.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation.
CoRR, 2021

2020
An Evolutionary Multiobjective Optimization Based Fuzzy Method for Overlapping Community Detection.
IEEE Trans. Fuzzy Syst., 2020

2019
A Surrogate-Assisted Multiobjective Evolutionary Algorithm for Large-Scale Task-Oriented Pattern Mining.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

An indexed set representation based multi-objective evolutionary approach for mining diversified top-k high utility patterns.
Eng. Appl. Artif. Intell., 2019

Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Closed Itemset Property based Multi-objective Evolutionary Approach for Mining Frequent and High Utility Itemsets.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019


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