Yi Xiang

SingHealth — Singapore

Computer Science · Physical Sciences

21h-index2.0kcitations117works1.62yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Metaheuristic Optimization Algorithms Research(27), Advanced Multi-Objective Optimization Algorithms(27), Advanced Software Engineering Methodologies(17), Evolutionary Algorithms and Applications(13), Software Engineering Research(11)

Publications117 total

A survey on Quality-Diversity optimization: Approaches, applications, and challenges
Swarm and Evolutionary Computation·2025
A knowledge region selection enhanced quality-diversity algorithm for real-world flexible job shop scheduling with Automated Guided Vehicles transportation
Engineering Applications of Artificial Intelligence·2025· 1 cited
Adaptive Cross-Modal Detection via Multi-Scale Fusion and Semantic Alignment
2025
Safety Risk Management in China’s Power Engineering Construction: Insights and Countermeasures from the 14th Five-Year Plan
Processes·2025· 1 citedOpen Access
Intelligent approach for distributed flexible job-shop scheduling with deep reinforcement learning and quality-diversity optimization
Scientia Sinica Informationis·2025· 2 citedOpen Access
Thyroid nodule segmentation in ultrasound images using transformer models with masked autoencoder pre-training
Frontiers in Artificial Intelligence·2025· 1 citedOpen Access
How Does Knowledge Source Novelty Influence Knowledge Output Novelty? Evidence from 269,569 PLOS Articles
2025Open Access
A Low-Cost Feature Interaction Fault Localization Approach for Software Product Lines
Proceedings of the ACM on software engineering.·2025Open Access
Enhancing Quality-Diversity algorithm by reinforcement learning for Flexible Job Shop Scheduling with transportation constraints
Swarm and Evolutionary Computation·2025· 18 cited
Consumer Perception and Industrial Barriers in the ADAS Market
Learning and analytics in intelligent systems·2025
Optimizing Energy-Efficient Flexible Job Shop Scheduling with Transportation Constraints: A Q-Learning Enhanced Quality-Diversity Algorithm
2024
Enhancing Fault Detection in Smart Contract Loops Through Adaptive Probabilistic Sampling
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2024
Ultrasound combined with urokinase under key-shaped bone window enhances blood clot lysis in an in vitro model of spontaneous intracerebral hemorrhage
PLoS ONE·2024Open Access
Micro-scale Concolic Testing Framework for Automated Test Data Generation Based on Path Coverage
2024Open Access
Knowledge transfer based many-objective approach for finding bugs in multi-path loops
Complex & Intelligent Systems·2024· 1 citedOpen Access
Automated Test Suite Generation for Software Product Lines Based on Quality-Diversity Optimization
ACM Transactions on Software Engineering and Methodology·2023· 9 cited
Weak relationship indicator-based evolutionary algorithm for multimodal multi-objective optimization
Information Sciences·2023· 13 cited
An improved multi-modal representation-learning model based on fusion networks for property prediction in drug discovery
Computers in Biology and Medicine·2023· 13 cited
A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids
IEEE Transactions on Evolutionary Computation·2023· 20 cited
Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization
IEEE Transactions on Evolutionary Computation·2023· 9 cited
page 1 of 6Next →

Frequent Co-authors

Yuren Zhou(18), Han Huang(10), Miqing Li(8), Xiaowei Yang(8), Zefeng Chen(5), Jiahai Wang(4), Yubin Zhong(4), Ying Wu(4), Zefeng Chen(3), Shanshan Yuan(3), Yihan Wu(3), Fangqing Liu(3), Yuehua Huang(3), Si‐Zhe Li(3), Jun Zhang(2), Zibin Zheng(2), Hai‐Lin Liu(2), Langping Tang(2), Junjie Bai(2), Xiaoyun Zhang(2)