Xingyi Zhang

266 papers A* 22A 3B 15C 1Journal 200Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Generative Adversarial Network Guided Evolutionary Algorithm for Large-scale Sparse Multiobjective Optimization.
Mach. Intell. Res.
Zhuanlian Ding, Junzhe Liu, Dengdi Sun, Xingyi Zhang, Bin Luo
2026 J jnl
A Multifidelity-Based Ant Colony Optimization Algorithm for Capacitated Electric Vehicle Routing Problems.
IEEE Trans. Intell. Transp. Syst.
Chengming Wu, Xiaoshu Xiang, Hao Jiang, Xingyi Zhang
2026 J jnl
A cascade clustering-based two-stage evolutionary algorithm for large-scale multimodal multi-objective optimisation.
Appl. Soft Comput.
Zhuanlian Ding, Xi Hu, Dengdi Sun, Xingyi Zhang
2026 J jnl
A manifold embedding-based evolutionary algorithm for many-objective optimization with irregular Pareto front shapes.
Inf. Sci.
Zhuanlian Ding, Jinyu Wang, Xihong Jiang, Xingyi Zhang, Dengdi Sun
2026 J jnl
A rate-distortion optimal evolutionary algorithm under the fixed bit-rate constraints for the JPEG quantization table optimization.
Appl. Soft Comput.
Qijun Wang, Hongyan Wei, Ke Xu, Bo Du, Xingyi Zhang
2026 J jnl
A two-stage large-scale multiobjective evolutionary algorithm based on offset direction sampling and dual-layer competition.
Expert Syst. Appl.
Zhen Yang, Xun Li, Xingyi Zhang, Yunliang Jiang, Zhongmei Li, Lulin Zhou
2026 J jnl
ASCD: An Adaptive Framework for Long-Tailed Cognitive Diagnosis.
ACM Trans. Inf. Syst.
Shanshan Wang, Zhen Zeng, Xun Yang, Yuanhong Zhong, Xingyi Zhang, Meng Wang
2026 J jnl
Adversarial Attacks on Evolutionary Algorithms Solving Data-Driven Optimization Problems [Research Frontier].
IEEE Comput. Intell. Mag.
Limiao Zhang, Jiacheng Liu, Ran Wang, Ye Tian, Yaochu Jin, Xingyi Zhang
2026 J jnl
Auxiliary-wrapper guided and multi-criteria filter based evolutionary band selection algorithm for hyperspectral image classification.
Swarm Evol. Comput.
Qijun Wang, Xiaowen Sun, Rui Chen, Guangyao Yan, Aibin Yan, Ye Tian, Xingyi Zhang
2026 — conf
Breaking Robustness Barriers in Cognitive Diagnosis: A One-Shot Neural Architecture Search Perspective.
KDD (1)
Ziwen Wang, Shangshang Yang, Xiaoshan Yu, Haiping Ma, Xingyi Zhang
2026 J jnl
Breaking Robustness Barriers in Cognitive Diagnosis: A One-Shot Neural Architecture Search Perspective.
CoRR
Ziwen Wang, Shangshang Yang, Xiaoshan Yu, Haiping Ma, Xingyi Zhang
2026 J jnl
Closing the Confusion Loop: CLIP-Guided Alignment for Source-Free Domain Adaptation.
CoRR
Shanshan Wang, Ziying Feng, Xiaozheng Shen, Xun Yang, Pichao Wang, Zhenwei He, Xingyi Zhang
2026 A* conf
Debiased Cognitive Diagnosis: A Contrastive Counterfactual Modeling Method via Variational Autoencoder.
AAAI
Shangshang Yang, Xuewen Duan, Xiaoshan Yu, Ziwen Wang, Haiping Ma, Xingyi Zhang
2026 J jnl
Deep Reinforcement Learning-Assisted Automated Operator Portfolio for Constrained Multi-objective Optimization.
CoRR
Shuai Shao, Ye Tian, Shangshang Yang, Xingyi Zhang
2026 J jnl
Feature Responsive LoRA: Toward Parameter-Efficient Transfer Learning for Self-Supervised Visual Models.
IEEE Trans. Circuits Syst. Video Technol.
Shanshan Wang, Xiaozheng Shen, Xun Yang, Ke Xu, Xingyi Zhang
2026 J jnl
Multiscale Spatiotemporal Graph Convolutional Networks With Dynamic Delay Awareness for Traffic Forecasting.
IEEE Trans. Neural Networks Learn. Syst.
Guodong Zhu, Xingyi Zhang, Yunyun Niu, Songzhi Du
2026 A* conf
PEOAT: Personalization-Guided Evolutionary Question Assembly for One-Shot Adaptive Testing.
AAAI
Xiaoshan Yu, Ziwei Huang, Shangshang Yang, Ziwen Wang, Haiping Ma, Xingyi Zhang
2026 J jnl
Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware General Neural Network Framework.
ACM Trans. Intell. Syst. Technol.
Ziwen Wang, Jingyuan Wang, Haiping Ma, Hengshu Zhu, Shangshang Yang, Xiaoshan Yu, Shuhuan Liu, Haifeng Zhang, Xingyi Zhang
2026 J jnl
Trustworthy Intelligent Education: A Systematic Perspective on Progress, Challenges, and Future Directions.
CoRR
Xiaoshan Yu, Shangshang Yang, Ziwen Wang, Haiping Ma, Xingyi Zhang
2025 J jnl
A Dynamic and Heterogeneous Representation for Topology Optimization Using Evolutionary Algorithms [Research Frontier].
IEEE Comput. Intell. Mag.
Ye Tian, Zhihao Zhu, Xuanyi Zhao, Xiulong Chen, Weiqing Huang, Xingyi Zhang
2025 J jnl
A Multistage Expensive Constrained Multiobjective Optimization Algorithm Based on Ensemble Infill Criterion.
IEEE Trans. Evol. Comput.
Haofeng Wu, Qingda Chen, Jiaxin Chen, Yaochu Jin, Jinliang Ding, Xingyi Zhang, Tianyou Chai
2025 J jnl
A Privacy-Preserving Data Collection Method for Diversified Statistical Analysis.
CoRR
Hao Jiang, Quan Zhou, Dongdong Zhao, Shangshang Yang, Wenjian Luo, Xingyi Zhang
2025 J jnl
A Sparsity Knowledge Transfer-Based Evolutionary Algorithm for Large-Scale Multitasking Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Chengming Wu, Ye Tian, Limiao Zhang, Xiaoshu Xiang, Xingyi Zhang
2025 J jnl
A Surrogate-Assisted Bi-Level Evolutionary Algorithm for Multi-Depot Vehicle Routing Problems With Uncertain Demand.
IEEE Trans. Intell. Transp. Syst.
Hao Jiang, Chuang Ai, Chao Wang, Xiaoshu Xiang, Xingyi Zhang
2025 J jnl
A Universal Physics-Informed Neural Network Framework for Predicting Network Dynamics: From Lower-Order to Higher-Order.
IEEE Trans. Knowl. Data Eng.
Xiao Ding, Xingyi Zhang, Haifeng Zhang
2025 J jnl
A dual model-based evolutionary framework for dynamic large-scale sparse multiobjective optimization.
Swarm Evol. Comput.
Panpan Zhang, Ru Zhang, Ye Tian, Kay Chen Tan, Xingyi Zhang
2025 J jnl
A frequent pattern-based coevolutionary framework for multi-component spectral feature selection.
Swarm Evol. Comput.
Panpan Zhang, Jing Rong, Ye Tian, Yajie Zhang, Shangshang Yang, Xingyi Zhang
2025 J jnl
A preference modified inverted generational distance indicator guided algorithm for evolutionary multi-objective optimization.
Swarm Evol. Comput.
Fei Li, Hao Tian, Hao Shen, Xingyi Zhang, Jianchang Liu, Zaiwu Gong
2025 J jnl
Adaptive population sizing for multi-population based constrained multi-objective optimization.
Neurocomputing
Ye Tian, Ruiqin Wang, Yajie Zhang, Xingyi Zhang
2025 B conf
An Adaptive Multi-Granular Pareto-Optimal Subspace Learning Algorithm for Sparse Large-Scale Multi-Objective Optimization.
CEC
Chengze Sun, Ye Tian, Shuai Shao, Shangshang Yang, Xingyi Zhang
2025 J jnl
An Efficient Sampling Approach to Offspring Generation for Evolutionary Large-Scale Constrained Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Langchun Si, Xingyi Zhang, Yajie Zhang, Shangshang Yang, Ye Tian
2025 J jnl
An Evolutionary Algorithm for Solving Large-Scale Robust Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Shuai Shao, Ye Tian, Limiao Zhang, Kay Chen Tan, Xingyi Zhang
2025 J jnl
An Evolutionary Multiobjective Neural Architecture Search Approach to Advancing Cognitive Diagnosis in Intelligent Education.
IEEE Trans. Evol. Comput.
Shangshang Yang, Haiping Ma, Ying Bi, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi Zhang
2025 J jnl
An Evolutionary Multitasking Algorithm for Efficient Multiobjective Recommendations.
IEEE Trans. Artif. Intell.
Ye Tian, Luke Ji, Yiwei Hu, Haiping Ma, Le Wu, Xingyi Zhang
2025 J jnl
An adjoint feature-selection-based evolutionary algorithm for sparse large-scale multiobjective optimization.
Complex Intell. Syst.
Panpan Zhang, Hang Yin, Ye Tian, Xingyi Zhang
2025 — conf
Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing.
KDD (1)
Haiping Ma, Aoqing Xia, Changqian Wang, Hai Wang, Xingyi Zhang
2025 J jnl
Dual-Population Evolution Based Dynamic Constrained Multiobjective Optimization With Discontinuous and Irregular Feasible Regions.
IEEE Trans. Emerg. Top. Comput. Intell.
Xiaoxu Jiang, Qingda Chen, Jinliang Ding, Xingyi Zhang
2025 J jnl
Dual-State Personalized Knowledge Tracing With Emotional Incorporation.
IEEE Trans. Knowl. Data Eng.
Shanshan Wang, Fangzheng Yuan, Keyang Wang, Xun Yang, Xingyi Zhang, Meng Wang
2025 J jnl
Enhancing Graph Structure Learning via Motif-Driven Hypergraph Construction.
IEEE Trans. Netw. Sci. Eng.
Jia-Le Zhao, Xian-Jie Zhang, Xiao Ding, Xingyi Zhang, Haifeng Zhang
2025 B conf
Evolutionary Asynchronous Optimization-A Novel Optimization Paradigm for Non-contact Voltage Measurement.
CEC
Ye Tian, Cheng He, Endi Cao, Yonglin He, Xingyi Zhang
2025 J jnl
Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey.
ACM Comput. Surv.
Shuai Shao, Ye Tian, Yajie Zhang, Shangshang Yang, Panpan Zhang, Cheng He, Xingyi Zhang, Yaochu Jin
2025 A* conf
Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing.
AAAI
Changqian Wang, Shangshang Yang, Siyu Song, Ziwen Wang, Haiping Ma, Xingyi Zhang, Bo Jin
2025 J jnl
Exploring Invariance Matters for Domain Generalization.
IEEE Trans. Image Process.
Shanshan Wang, Houmeng He, Xun Yang, Zhipu Liu, Yuanhong Zhong, Xingyi Zhang, Meng Wang
2025 J jnl
FedCD: A Fairness-aware Federated Cognitive Diagnosis Framework.
CoRR
Shangshang Yang, Jialin Han, Xiaoshan Yu, Ziwen Wang, Hao Jiang, Haiping Ma, Xingyi Zhang, Geyong Min
2025 J jnl
Joint Ability Assessment for Talent Recruitment: A Neural Cognitive Diagnosis Approach.
ACM Trans. Manag. Inf. Syst.
Haiping Ma, Manwei Li, Chuan Qin, Dazhong Shen, Hengshu Zhu, Xingyi Zhang, Hui Xiong
2025 J jnl
Knowledge Learning-Based Dimensionality Reduction for Solving Large-Scale Sparse Multiobjective Optimization Problems.
IEEE Trans. Cybern.
Shuai Shao, Ye Tian, Yajie Zhang, Xingyi Zhang
2025 A* conf
LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization.
SIGIR
Xiaoshan Yu, Shangshang Yang, Ziwen Wang, Siyu Song, Haiping Ma, Zhiguang Cao, Xingyi Zhang
2025 — conf
Learning Patterns-Guided Data Generation for Knowledge Tracing.
KDD (2)
Haiping Ma, Yi Yin, Ziwen Wang, Changqian Wang, Xiaoshan Yu, Shangshang Yang, Xingyi Zhang
2025 J jnl
Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Langchun Si, Xingyi Zhang, Ye Tian, Shangshang Yang, Limiao Zhang, Yaochu Jin
2025 J jnl
Neural Network-Based Dimensionality Reduction for Large-Scale Binary Optimization With Millions of Variables.
IEEE Trans. Evol. Comput.
Ye Tian, Luchen Wang, Shangshang Yang, Jinliang Ding, Yaochu Jin, Xingyi Zhang
2025 J jnl
PEOAT: Personalization-Guided Evolutionary Question Assembly for One-Shot Adaptive Testing.
CoRR
Xiaoshan Yu, Ziwei Huang, Shangshang Yang, Ziwen Wang, Haiping Ma, Xingyi Zhang
2025 J jnl
Pattern mining-based evolutionary multi-objective algorithm for beam angle optimization in intensity-modulated radiotherapy.
Complex Intell. Syst.
Ruifen Cao, Wei Chen, Tielu Zhang, Langchun Si, Xi Pei, Xingyi Zhang
2025 A* conf
Reconciling Efficiency and Effectiveness of Exercise Retreival: An Uncertainty Reduction Hashing Approach for Computerized Adaptive Testing.
SIGIR
Haiping Ma, Weiyuan Zhou, Xiaoshan Yu, Changqian Wang, Shangshang Yang, Limiao Zhang, Xingyi Zhang
2025 — conf
Rethinking Learner Modeling: A Feedback-Centric Cognitive Disentanglement Perspective.
KDD (2)
Xiaoshan Yu, Shangshang Yang, Jian Li, Ziwen Wang, Chuan Qin, Haiping Ma, Xingyi Zhang
2025 A* conf
Spatial-Temporal Analysis of Collective Emotional Resonance in China During Global Health Crisis.
WWW
Limiao Zhang, Xinyang Qi, Haiping Ma, Jie Gao, Xingyi Zhang, Yanqing Hu, Yaochu Jin
2025 B conf
Surrogate Models are not Necessary for Black-Box Expensive Optimization.
CEC
Hongxiang Geng, Ye Tian, Shangshang Yang, Xingyi Zhang, Cheng He
2025 J jnl
Varied granularity encoding based evolutionary algorithm for multi-objective intensity-modulated radiation therapy optimization.
Eng. Appl. Artif. Intell.
Langchun Si, Xingyi Zhang, Ye Tian, Ruifen Cao, Shangshang Yang, Limiao Zhang
2024 B conf
A Deep Reinforcement Learning Assisted Heuristic for Solving Traveling Salesman Problems.
CEC
Ye Tian, Qinghui Zhu, Shuai Shao, Langchun Si, Xingyi Zhang
2024 J jnl
A co-evolutionary algorithm based on sparsity clustering for sparse large-scale multi-objective optimization.
Eng. Appl. Artif. Intell.
Yajie Zhang, Chengming Wu, Ye Tian, Xingyi Zhang
2024 J jnl
A multi-granularity clustering based evolutionary algorithm for large-scale sparse multi-objective optimization.
Swarm Evol. Comput.
Ye Tian, Shuai Shao, Guohui Xie, Xingyi Zhang
2024 J jnl
A problem knowledge driven bi-population cooperative framework for time-varying ratio error estimation of voltage transformers.
Swarm Evol. Comput.
Panpan Zhang, Ye Tian, Yajie Zhang, Xingyi Zhang
2024 J jnl
A robustness division based multi-population evolutionary algorithm for solving vehicle routing problems with uncertain demand.
Eng. Appl. Artif. Intell.
Hao Jiang, Yanhui Tong, Bowen Song, Chao Wang, Jiahang Li, Qi Liu, Xingyi Zhang
2024 J jnl
An adaptive conjugate gradient accelerated evolutionary algorithm for multi-objective spot optimization in cancer intensity modulated proton therapy.
Appl. Soft Comput.
Ruifen Cao, Xuesong Li, Wei Chen, Chao Wang, Langchun Si, Xi Pei, Xingyi Zhang
2024 — conf
Attacking Evolutionary Algorithms via SparseEA.
ICSI (1)
Limiao Zhang, Ran Wang, Ye Tian, Xingyi Zhang
2024 J jnl
Balancing property optimization and constraint satisfaction for constrained multi-property molecular optimization.
CoRR
Xin Xia, Ya-Jie Zhang, Xiangxiang Zeng, Xingyi Zhang, Chun-Hou Zheng, Yansen Su
2024 A* conf
Boosting Neural Cognitive Diagnosis with Student's Affective State Modeling.
AAAI
Shanshan Wang, Zhen Zeng, Xun Yang, Ke Xu, Xingyi Zhang
2024 A* conf
DGCD: An Adaptive Denoising GNN for Group-level Cognitive Diagnosis.
IJCAI
Haiping Ma, Siyu Song, Chuan Qin, Xiaoshan Yu, Limiao Zhang, Xingyi Zhang, Hengshu Zhu
2024 A* conf
DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation.
ICDM
Xiaoshan Yu, Chuan Qin, Qi Zhang, Chen Zhu, Haiping Ma, Xingyi Zhang, Hengshu Zhu
2024 J jnl
DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation.
CoRR
Xiaoshan Yu, Chuan Qin, Qi Zhang, Chen Zhu, Haiping Ma, Xingyi Zhang, Hengshu Zhu
2024 B conf
Deep Reinforcement Learning Based Adaptive Environmental Selection for Evolutionary Multi-Objective Optimization.
CEC
Ye Tian, Lianjie Yao, Shuai Shao, Yajie Zhang, Xingyi Zhang
2024 J jnl
Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing.
CoRR
Haiping Ma, Aoqing Xia, Changqian Wang, Hai Wang, Xingyi Zhang
2024 A* conf
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis.
NeurIPS
Shangshang Yang, Mingyang Chen, Ziwen Wang, Xiaoshan Yu, Panpan Zhang, Haiping Ma, Xingyi Zhang
2024 J jnl
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis.
CoRR
Shangshang Yang, Mingyang Chen, Ziwen Wang, Xiaoshan Yu, Panpan Zhang, Haiping Ma, Xingyi Zhang
2024 J jnl
Dual-State Personalized Knowledge Tracing with Emotional Incorporation.
CoRR
Shanshan Wang, Fangzheng Yuan, Keyang Wang, Xun Yang, Xingyi Zhang, Meng Wang
2024 A* conf
Dual-stream Feature Augmentation for Domain Generalization.
ACM Multimedia
Shanshan Wang, ALuSi, Xun Yang, Ke Xu, Huibin Tan, Xingyi Zhang
2024 J jnl
Dual-stream Feature Augmentation for Domain Generalization.
CoRR
Shanshan Wang, ALuSi, Xun Yang, Ke Xu, Huibin Tan, Xingyi Zhang
2024 J jnl
Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators.
IEEE Trans. Emerg. Top. Comput. Intell.
Ye Tian, Yaopei Guang, Langchun Si, Ruifen Cao, Xi Pei, Xingyi Zhang
2024 J jnl
Efficient Sparse Large-Scale Multiobjective Optimization Based on Cross-Scale Knowledge Fusion.
IEEE Trans. Syst. Man Cybern. Syst.
Zhuanlian Ding, Lei Chen, Dengdi Sun, Xingyi Zhang, Wei Liu
2024 J jnl
Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems.
IEEE Trans. Cybern.
Hao Jiang, Kang Chou, Ye Tian, Xingyi Zhang, Yaochu Jin
2024 A* conf
Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach.
AAAI
Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang
2024 J jnl
Evolutionary Multiobjective Molecule Optimization in an Implicit Chemical Space.
J. Chem. Inf. Model.
Xin Xia, Yiping Liu, Chunhou Zheng, Xingyi Zhang, Qingwen Wu, Xin Gao, Xiangxiang Zeng, Yansen Su
2024 J jnl
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation.
CoRR
Shanshan Wang, Hao Zhou, Xun Yang, Zhenwei He, Mengzhu Wang, Xingyi Zhang, Meng Wang
2024 J jnl
Growing Neural Gas Network for Offspring Generation in Evolutionary Constrained Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Chao Wang, Huitao Huang, Xingyi Zhang
2024 A* conf
HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection.
WWW
Haiping Ma, Yong Yang, Chuan Qin, Xiaoshan Yu, Shangshang Yang, Xingyi Zhang, Hengshu Zhu
2024 J jnl
Hybrid Architecture-Based Evolutionary Robust Neural Architecture Search.
IEEE Trans. Emerg. Top. Comput. Intell.
Shangshang Yang, Xiangkun Sun, Ke Xu, Yuanchao Liu, Ye Tian, Xingyi Zhang
2024 J jnl
Large-Scale Data-Driven Optimization in Deep Modeling With an Intelligent Decision-Making Mechanism.
IEEE Trans. Cybern.
Dayu Tan, Yansen Su, Xin Peng, Hongtian Chen, Chunhou Zheng, Xingyi Zhang, Weimin Zhong
2024 B conf
Multi-Agent Reinforcement Learning with Asymmetric Representation Assisted by Multi-Objective Evolutionary Algorithms.
CEC
Ye Tian, Weixin Wang, Shangshang Yang, Panpan Zhang, Xingyi Zhang
2024 J jnl
Multi-objective evolutionary multi-tasking band selection algorithm for hyperspectral image classification.
Swarm Evol. Comput.
Qijun Wang, Yong Liu, Ke Xu, Yanni Dong, Fan Cheng, Ye Tian, Bo Du, Xingyi Zhang
2024 J jnl
Multigranularity Surrogate Modeling for Evolutionary Multiobjective Optimization With Expensive Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Yajie Zhang, Hao Jiang, Ye Tian, Haiping Ma, Xingyi Zhang
2024 J jnl
Mutual-weighted feature disentanglement for unsupervised domain adaptation.
Multim. Syst.
Shanshan Wang, Qian Xiao, Keyang Wang, Xun Yang, Xingyi Zhang
2024 A* conf
PTMQ: Post-training Multi-Bit Quantization of Neural Networks.
AAAI
Ke Xu, Zhongcheng Li, Shanshan Wang, Xingyi Zhang
2024 J jnl
Personalized Forgetting Mechanism with Concept-Driven Knowledge Tracing.
CoRR
Shanshan Wang, Ying Hu, Xun Yang, Zhongzhou Zhang, Keyang Wang, Xingyi Zhang
2024 J jnl
RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer.
IEEE Trans. Knowl. Data Eng.
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu, Hui Xiong
2024 A* conf
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes.
KDD
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Shangshang Yang, Haiping Ma, Hengshu Zhu, Xingyi Zhang
2024 J jnl
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes.
CoRR
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Shangshang Yang, Haiping Ma, Hengshu Zhu, Xingyi Zhang
2024 J jnl
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness.
CoRR
Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu
2024 B conf
Self-Training with Contrastive Learning for Adversarial Domain Adaptation.
IJCNN
Shanshan Wang, Minbin Hu, Xingyi Zhang
2024 J jnl
User Identification Across Multiple Social Networks Based on Naive Bayes Model.
IEEE Trans. Neural Networks Learn. Syst.
Xiao Ding, Haifeng Zhang, Chuang Ma, Xingyi Zhang, Kai Zhong
2023 J jnl
A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica
Ye Tian, Yuandong Feng, Xingyi Zhang, Changyin Sun
2023 J jnl
A Macro-Micro Population-Based Co-Evolutionary Multi-Objective Algorithm for Community Detection in Complex Networks [Research Frontier].
IEEE Comput. Intell. Mag.
Lei Zhang, Haipeng Yang, Shangshang Yang, Xingyi Zhang
2023 — conf
A Non-uniform Clustering Based Evolutionary Algorithm for Solving Large-Scale Sparse Multi-objective Optimization Problems.
BIC-TA (1)
Shuai Shao, Ye Tian, Xingyi Zhang
2023 J jnl
A diversity-enhanced memetic algorithm for solving electric vehicle routing problems with time windows and mixed backhauls.
Appl. Soft Comput.
Jianhua Xiao, Jingguo Du, Zhiguang Cao, Xingyi Zhang, Yunyun Niu
2023 J jnl
A novel computerized adaptive testing framework with decoupled learning selector.
Complex Intell. Syst.
Haiping Ma, Yi Zeng, Shangshang Yang, Chuan Qin, Xingyi Zhang, Limiao Zhang
2023 J jnl
A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization.
Swarm Evol. Comput.
Ye Tian, Jiaxing Hu, Cheng He, Haiping Ma, Limiao Zhang, Xingyi Zhang
2023 J jnl
A practical tutorial on solving optimization problems via PlatEMO.
Neurocomputing
Ye Tian, Weijian Zhu, Xingyi Zhang, Yaochu Jin
2023 J jnl
Accelerating Two-Phase Multiobjective Evolutionary Algorithm for Electric Location-Routing Problems.
IEEE Trans. Intell. Transp. Syst.
Chao Wang, Rongrong Liu, Yansen Su, Xingyi Zhang
2023 J jnl
BP-triplet net for unsupervised domain adaptation: A Bayesian perspective.
Pattern Recognit.
Shanshan Wang, Lei Zhang, Pichao Wang, Mengzhu Wang, Xingyi Zhang
2023 — conf
Balancing Measurement Efficiency, Test Diversity and Security for Item Selection in On-the-Fly Assembled Multistage Adaptive Testing via a Multi-objective Evolutionary Algorithm.
ICSI (1)
Xiaoshu Xiang, Ling Wu, Haiping Ma, Xingyi Zhang
2023 J jnl
Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell.
Shangshang Yang, Haoyu Wei, Haiping Ma, Ye Tian, Xingyi Zhang, Yunbo Cao, Yaochu Jin
2023 J jnl
Convex-hull based robust evolutionary optimization approach for ROC maximization under label noise.
Appl. Soft Comput.
Jianfeng Qiu, Shengda Shu, Qiangqiang Zhang, Chao Wang, Fan Cheng, Xingyi Zhang
2023 J jnl
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Ye Tian, Xiaopeng Li, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2023 J jnl
Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimization.
Inf. Sci.
Yajie Zhang, Ye Tian, Hao Jiang, Xingyi Zhang, Yaochu Jin
2023 J jnl
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search.
CoRR
Shangshang Yang, Haiping Ma, Cheng Zhen, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi Zhang
2023 A* conf
Disentangled Representation Learning with Causality for Unsupervised Domain Adaptation.
ACM Multimedia
Shanshan Wang, Yiyang Chen, Zhenwei He, Xun Yang, Mengzhu Wang, Quanzeng You, Xingyi Zhang
2023 A* conf
EQ-Net: Elastic Quantization Neural Networks.
ICCV
Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang
2023 J jnl
EQ-Net: Elastic Quantization Neural Networks.
CoRR
Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang
2023 J jnl
Enhancing Cognitive Diagnosis using Un-interacted Exercises: A Collaboration-aware Mixed Sampling Approach.
CoRR
Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang
2023 A* conf
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing.
NeurIPS
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
2023 J jnl
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing.
CoRR
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
2023 J jnl
Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications.
IEEE Trans. Evol. Comput.
Xingyi Zhang, Ran Cheng, Yaochu Jin, Bernhard Sendhoff
2023 A conf
Homogeneous Cohort-Aware Group Cognitive Diagnosis: A Multi-grained Modeling Perspective.
CIKM
Shuhuan Liu, Xiaoshan Yu, Haiping Ma, Ziwen Wang, Chuan Qin, Xingyi Zhang
2023 J jnl
Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm.
IEEE Trans. Artif. Intell.
Ye Tian, Jingwen Pan, Shangshang Yang, Xingyi Zhang, Shuping He, Yaochu Jin
2023 J jnl
Improved SparseEA for sparse large-scale multi-objective optimization problems.
Complex Intell. Syst.
Yajie Zhang, Ye Tian, Xingyi Zhang
2023 J jnl
Information Maximizing Adaptation Network With Label Distribution Priors for Unsupervised Domain Adaptation.
IEEE Trans. Multim.
Pei Wang, Yun Yang, Yuelong Xia, Kun Wang, Xingyi Zhang, Song Wang
2023 J jnl
Large-scale multimodal multiobjective evolutionary optimization based on hybrid hierarchical clustering.
Knowl. Based Syst.
Zhuanlian Ding, Lve Cao, Lei Chen, Dengdi Sun, Xingyi Zhang, Zhifu Tao
2023 J jnl
Local Model-Based Pareto Front Estimation for Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Ye Tian, Langchun Si, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2023 J jnl
Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial].
IEEE Comput. Intell. Mag.
Xingyi Zhang, Ran Cheng, Liang Feng, Yaochu Jin
2023 B conf
Optimizing Large-Scale Distribution Center Locations During the COVID-19 Quarantine.
CEC
Luchen Wang, Ye Tian, Xiaoshu Xiang, Xingyi Zhang
2023 J jnl
Overlapping community-based particle swarm optimization algorithm for influence maximization in social networks.
CAAI Trans. Intell. Technol.
Lei Zhang, Yutong Liu, Haipeng Yang, Fan Cheng, Qi Liu, Xingyi Zhang
2023 — conf
Parameter-Adaptive Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization Algorithm.
SSCI
Haiyue Zhu, Qingda Chen, Jinliang Ding, Xingyi Zhang, Hongfeng Wang
2023 J jnl
Privacy-Preserving Link Prediction in Multiple Private Networks.
IEEE Trans. Comput. Soc. Syst.
Haifeng Zhang, Xiao-Jing Ma, Jing Wang, Xingyi Zhang, Donghui Pan, Kai Zhong
2023 A* conf
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness.
ICDM
Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu
2023 J jnl
SMPC-Ranking: A Privacy-Preserving Method on Identifying Influential Nodes in Multiple Private Networks.
IEEE Trans. Syst. Man Cybern. Syst.
Wen Hu, Xin Xia, Xiao Ding, Xingyi Zhang, Kai Zhong, Haifeng Zhang
2023 A* conf
Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis.
AAAI
Shanshan Wang, Zhen Zeng, Xun Yang, Xingyi Zhang
2023 J jnl
Unsupervised Hyperspectral Band Selection via Structure-Conserved and Neighborhood-Grouped Evolutionary Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Qijun Wang, Chaoping Song, Yanni Dong, Fan Cheng, Lyuyang Tong, Bo Du, Xingyi Zhang
2022 B conf
A Comparative Study on Evolutionary Algorithms and Mathematical Programming Methods for Continuous Optimization.
CEC
Ye Tian, Haowen Chen, Xiaoshu Xiang, Hao Jiang, Xingyi Zhang
2022 J jnl
A Dual-Population Based Evolutionary Algorithm for Multi-Objective Location Problem Under Uncertainty of Facilities.
IEEE Trans. Intell. Transp. Syst.
Chao Wang, Ziqiong Wang, Ye Tian, Xingyi Zhang, Jianhua Xiao
2022 J jnl
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Shangshang Yang, Ye Tian, Cheng He, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2022 J jnl
A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning.
IEEE Trans. Evol. Comput.
Ye Tian, Yuandong Feng, Chao Wang, Ruifen Cao, Xingyi Zhang, Xi Pei, Kay Chen Tan, Yaochu Jin
2022 J jnl
A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems.
IEEE Trans. Intell. Transp. Syst.
Xiaoshu Xiang, Ye Tian, Xingyi Zhang, Jianhua Xiao, Yaochu Jin
2022 J jnl
A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.
IEEE Trans. Cybern.
Ye Tian, Chang Lu, Xingyi Zhang, Fan Cheng, Yaochu Jin
2022 A conf
A Prerequisite Attention Model for Knowledge Proficiency Diagnosis of Students.
CIKM
Haiping Ma, Jinwei Zhu, Shangshang Yang, Qi Liu, Haifeng Zhang, Xingyi Zhang, Yunbo Cao, Xuemin Zhao
2022 J jnl
A Robust Algorithm Based on Link Label Propagation for Identifying Functional Modules From Protein-Protein Interaction Networks.
IEEE ACM Trans. Comput. Biol. Bioinform.
Hao Jiang, Fei Zhan, Congtao Wang, Jianfeng Qiu, Yansen Su, Chunhou Zheng, Xingyi Zhang, Xiangxiang Zeng
2022 J jnl
A benchmark generator for online dynamic single-objective and multi-objective optimization problems.
Inf. Sci.
Xiaoshu Xiang, Ye Tian, Ran Cheng, Xingyi Zhang, Shengxiang Yang, Yaochu Jin
2022 J jnl
A multi-stage knowledge-guided evolutionary algorithm for large-scale sparse multi-objective optimization problems.
Swarm Evol. Comput.
Zhuanlian Ding, Lei Chen, Dengdi Sun, Xingyi Zhang
2022 J jnl
A2AE: Towards adaptive multi-view graph representation learning via all-to-all graph autoencoder architecture.
Appl. Soft Comput.
Dengdi Sun, Dashuang Li, Zhuanlian Ding, Xingyi Zhang, Jin Tang
2022 J jnl
Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation.
IEEE Trans. Cogn. Dev. Syst.
Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang
2022 J jnl
Action Command Encoding for Surrogate-Assisted Neural Architecture Search.
IEEE Trans. Cogn. Dev. Syst.
Ye Tian, Shichen Peng, Shangshang Yang, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2022 J jnl
An Evolutionary Multitasking Method for Multiclass Classification.
IEEE Comput. Intell. Mag.
Fan Cheng, Congcong Zhang, Xingyi Zhang
2022 J jnl
An evolutionary algorithm for solving Capacitated Vehicle Routing Problems by using local information.
Appl. Soft Comput.
Hao Jiang, Mengxin Lu, Ye Tian, Jianfeng Qiu, Xingyi Zhang
2022 J jnl
Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization.
IEEE Trans. Cybern.
Ye Tian, Yajie Zhang, Yansen Su, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2022 J jnl
Comparing the Performance of Evolutionary Algorithms for Sparse Multi-Objective Optimization via a Comprehensive Indicator [Research Frontier].
IEEE Comput. Intell. Mag.
Yansen Su, Zhongxiang Jin, Ye Tian, Xingyi Zhang, Kay Chen Tan
2022 J jnl
Evolutionary Large-Scale Multi-Objective Optimization: A Survey.
ACM Comput. Surv.
Ye Tian, Langchun Si, Xingyi Zhang, Ran Cheng, Cheng He, Kay Chen Tan, Yaochu Jin
2022 J jnl
Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica
Ye Tian, Haowen Chen, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2022 A conf
Knowledge-Sensed Cognitive Diagnosis for Intelligent Education Platforms.
CIKM
Haiping Ma, Manwei Li, Le Wu, Haifeng Zhang, Yunbo Cao, Xingyi Zhang, Xuemin Zhao
2022 A* conf
MultiQuant: Training Once for Multi-bit Quantization of Neural Networks.
IJCAI
Ke Xu, Qiantai Feng, Xingyi Zhang, Dong Wang
2022 J jnl
Rate-distortion optimal evolutionary algorithm for JPEG quantization with multiple rates.
Knowl. Based Syst.
Qijun Wang, Ping Liu, Lei Zhang, Fan Cheng, Jianfeng Qiu, Xingyi Zhang
2022 A* conf
Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach.
IJCAI
Haiping Ma, Jingyuan Wang, Hengshu Zhu, Xin Xia, Haifeng Zhang, Xingyi Zhang, Lei Zhang
2022 J jnl
SOIDP: Predicting Interlayer Links in Multiplex Networks.
IEEE Trans. Comput. Soc. Syst.
Xiao Ding, Chuang Ma, Xingyi Zhang, Han-Shuang Chen, Hai-Feng Zhang
2022 J jnl
Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis.
CoRR
Shanshan Wang, Zhen Zeng, Xun Yang, Xingyi Zhang
2022 — conf
Tagging Metaheuristics with Problem-Oriented Labels for Non-Expert Users.
SSCI
Ye Tian, Maihai Sun, Shangshang Yang, Xingyi Zhang
2022 J jnl
Two-Stage Selective Ensemble of CNN via Deep Tree Training for Medical Image Classification.
IEEE Trans. Cybern.
Yun Yang, Yuanyuan Hu, Xingyi Zhang, Song Wang
2021 J jnl
A Coevolutionary Framework for Constrained Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Ye Tian, Tao Zhang, Jianhua Xiao, Xingyi Zhang, Yaochu Jin
2021 J jnl
A Community Structure Enhancement-Based Community Detection Algorithm for Complex Networks.
IEEE Trans. Syst. Man Cybern. Syst.
Yansen Su, Chunlong Liu, Yunyun Niu, Fan Cheng, Xingyi Zhang
2021 C conf
A Comparison Study of Evolutionary Algorithms on Large-Scale Sparse Multi-objective Optimization Problems.
EMO
Yajie Zhang, Ye Tian, Xingyi Zhang
2021 J jnl
A Local-Global Influence Indicator Based Constrained Evolutionary Algorithm for Budgeted Influence Maximization in Social Networks.
IEEE Trans. Netw. Sci. Eng.
Lei Zhang, Yutong Liu, Fan Cheng, Jianfeng Qiu, Xingyi Zhang
2021 J jnl
A Local-Neighborhood Information Based Overlapping Community Detection Algorithm for Large-Scale Complex Networks.
IEEE/ACM Trans. Netw.
Fan Cheng, Congtao Wang, Xingyi Zhang, Yun Yang
2021 J jnl
A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Ye Tian, Ruchen Liu, Xingyi Zhang, Haiping Ma, Kay Chen Tan, Yaochu Jin
2021 J jnl
A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Ye Tian, Cheng He, Ran Cheng, Xingyi Zhang
2021 J jnl
A local-to-global scheme-based multi-objective evolutionary algorithm for overlapping community detection on large-scale complex networks.
Neural Comput. Appl.
Haiping Ma, Haipeng Yang, Kefei Zhou, Lei Zhang, Xingyi Zhang
2021 J jnl
A multi-objective feature selection approach based on chemical reaction optimization.
Appl. Soft Comput.
Jianfeng Qiu, Xiaoshu Xiang, Chao Wang, Xingyi Zhang
2021 J jnl
A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints.
Inf. Sci.
Haiping Ma, Haoyu Wei, Ye Tian, Ran Cheng, Xingyi Zhang
2021 J jnl
A parallel multi-objective evolutionary algorithm for community detection in large-scale complex networks.
Inf. Sci.
Yansen Su, Kefei Zhou, Xingyi Zhang, Ran Cheng, Chunhou Zheng
2021 J jnl
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation.
CoRR
Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang
2021 J jnl
An Evolutionary Multiobjective Route Grouping-Based Heuristic Algorithm for Large-Scale Capacitated Vehicle Routing Problems.
IEEE Trans. Cybern.
Jianhua Xiao, Tao Zhang, Jingguo Du, Xingyi Zhang
2021 J jnl
An evolutionary multi-objective approach to learn from positive and unlabeled data.
Appl. Soft Comput.
Jianfeng Qiu, Xiaoqiang Cai, Xingyi Zhang, Fan Cheng, Shenzhi Yuan, Guanglong Fu
2021 J jnl
Balancing topology structure and node attribute in evolutionary multi-objective community detection for attributed networks.
Knowl. Based Syst.
Haiping Ma, Zhenjie Liu, Xingyi Zhang, Lei Zhang, Hao Jiang
2021 J jnl
Dual-decoder graph autoencoder for unsupervised graph representation learning.
Knowl. Based Syst.
Dengdi Sun, Dashuang Li, Zhuanlian Ding, Xingyi Zhang, Jin Tang
2021 J jnl
EMODMI: A Multi-Objective Optimization Based Method to Identify Disease Modules.
IEEE Trans. Emerg. Top. Comput. Intell.
Ye Tian, Xiaochun Su, Yansen Su, Xingyi Zhang
2021 J jnl
Feature Construction for Meta-heuristic Algorithm Recommendation of Capacitated Vehicle Routing Problems.
ACM Trans. Evol. Learn. Optim.
Hao Jiang, Yuhang Wang, Ye Tian, Xingyi Zhang, Jianhua Xiao
2021 J jnl
Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2021 J jnl
Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics.
CoRR
Ye Tian, Xingyi Zhang, Cheng He, Kay Chen Tan, Yaochu Jin
2021 J jnl
Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks.
IEEE Trans. Cybern.
Ye Tian, Chang Lu, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2020 J jnl
A Clustering-Based Surrogate-Assisted Multiobjective Evolutionary Algorithm for Shelter Location Problem Under Uncertainty of Road Networks.
IEEE Trans. Ind. Informatics
Xiaoshu Xiang, Ye Tian, Jianhua Xiao, Xingyi Zhang
2020 J jnl
A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks.
IEEE Trans. Cybern.
Xingyi Zhang, Kefei Zhou, Hebin Pan, Lei Zhang, Xiangxiang Zeng, Yaochu Jin
2020 J jnl
A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks.
IEEE Trans. Artif. Intell.
Ye Tian, Shichen Peng, Xingyi Zhang, Tobias Rodemann, Kay Chen Tan, Yaochu Jin
2020 J jnl
A non-revisiting genetic algorithm based on a novel binary space partition tree.
Inf. Sci.
Yansen Su, Neng Guo, Ye Tian, Xingyi Zhang
2020 J jnl
AdaBoost-inspired multi-operator ensemble strategy for multi-objective evolutionary algorithms.
Neurocomputing
Chao Wang, Ran Xu, Jianfeng Qiu, Xingyi Zhang
2020 J jnl
An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Ye Tian, Xingyi Zhang, Chao Wang, Yaochu Jin
2020 J jnl
An Evolutionary Multiobjective Optimization Based Fuzzy Method for Overlapping Community Detection.
IEEE Trans. Fuzzy Syst.
Ye Tian, Shangshang Yang, Xingyi Zhang
2020 J jnl
Community detection in complex networks with an ambiguous structure using central node based link prediction.
Knowl. Based Syst.
Hao Jiang, Zhenjie Liu, Chunlong Liu, Yansen Su, Xingyi Zhang
2020 J jnl
Demand coverage diversity based ant colony optimization for dynamic vehicle routing problems.
Eng. Appl. Artif. Intell.
Xiaoshu Xiang, Jianfeng Qiu, Jianhua Xiao, Xingyi Zhang
2020 J jnl
Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer.
IEEE Trans. Cybern.
Ye Tian, Xiutao Zheng, Xingyi Zhang, Yaochu Jin
2020 J jnl
Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling.
IEEE Trans. Cybern.
Ye Tian, Xingyi Zhang, Ran Cheng, Cheng He, Yaochu Jin
2020 B conf
Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization.
CEC
Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang
2020 J jnl
Maximizing receiver operating characteristics convex hull via dynamic reference point-based multi-objective evolutionary algorithm.
Appl. Soft Comput.
Fan Cheng, Qiangqiang Zhang, Ye Tian, Xingyi Zhang
2020 J jnl
Molecular Full Adder Based on DNA Strand Displacement.
IEEE Access
Wei Xiao, Xinjian Zhang, Xingyi Zhang, Congzhou Chen, Xiaolong Shi
2020 J jnl
Multi-Objective Optimization of Critical Node Detection Based on Cascade Model in Complex Networks.
IEEE Trans. Netw. Sci. Eng.
Lei Zhang, Jiajun Xia, Fan Cheng, Jianfeng Qiu, Xingyi Zhang
2020 J jnl
Special Issue on Benchmarking of Computational Intelligence Algorithms in the Applied Soft Computing Journal.
Appl. Soft Comput.
Thomas Weise, Markus Wagner, Bin Li, Xingyi Zhang, Jörg Lässig
2020 B conf
Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO.
CEC
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin
2019 J jnl
A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Linqiang Pan, Cheng He, Ye Tian, Handing Wang, Xingyi Zhang, Yaochu Jin
2019 J jnl
A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Ye Tian, Ran Cheng, Xingyi Zhang, Yansen Su, Yaochu Jin
2019 J jnl
A Surrogate-Assisted Multiobjective Evolutionary Algorithm for Large-Scale Task-Oriented Pattern Mining.
IEEE Trans. Emerg. Top. Comput. Intell.
Ye Tian, Shangshang Yang, Lei Zhang, Fuchen Duan, Xingyi Zhang
2019 J jnl
Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation.
IEEE Trans. Evol. Comput.
Cheng He, Lianghao Li, Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin, Xin Yao
2019 — conf
An Evolutionary Algorithm Based on Multi-operator Ensemble for Multi-objective Optimization.
ICIC (1)
Chao Wang, Ran Xu, Xingyi Zhang
2019 — conf
Automated Selection of Evolutionary Multi-objective Optimization Algorithms.
SSCI
Ye Tian, Shichen Peng, Tobias Rodemann, Xingyi Zhang, Yaochu Jin
2019 J jnl
Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier].
IEEE Comput. Intell. Mag.
Ye Tian, Ran Cheng, Xingyi Zhang, Miqing Li, Yaochu Jin
2019 — conf
Identifying Disease Modules Based on Connectivity and Semantic Similarities.
BIC-TA (2)
Yansen Su, Huole Zhu, Lei Zhang, Xingyi Zhang
2019 J jnl
Multi-objective evolutionary algorithm for optimizing the partial area under the ROC curve.
Knowl. Based Syst.
Fan Cheng, Guanglong Fu, Xingyi Zhang, Jianfeng Qiu
2019 B conf
Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection.
CEC
Ye Tian, Shangshang Yang, Xingyi Zhang, Yaochu Jin
2018 J jnl
A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin
2018 J jnl
A competitive mechanism based multi-objective particle swarm optimizer with fast convergence.
Inf. Sci.
Xingyi Zhang, Xiutao Zheng, Ran Cheng, Jianfeng Qiu, Yaochu Jin
2018 J jnl
A local information based multi-objective evolutionary algorithm for community detection in complex networks.
Appl. Soft Comput.
Fan Cheng, Tingting Cui, Yansen Su, Yunyun Niu, Xingyi Zhang
2018 J jnl
An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility.
IEEE Trans. Evol. Comput.
Ye Tian, Ran Cheng, Xingyi Zhang, Fan Cheng, Yaochu Jin
2018 — ed.
Bio-inspired Computing: Theories and Applications - 13th International Conference, BIC-TA 2018, Beijing, China, November 2-4, 2018, Proceedings, Part I
BIC-TA
Jianyong Qiao, Xinchao Zhao, Linqiang Pan, Xingquan Zuo, Xingyi Zhang, Qingfu Zhang, Shanguo Huang
2018 — ed.
Bio-inspired Computing: Theories and Applications - 13th International Conference, BIC-TA 2018, Beijing, China, November 2-4, 2018, Proceedings, Part II
BIC-TA (2)
Jianyong Qiao, Xinchao Zhao, Linqiang Pan, Xingquan Zuo, Xingyi Zhang, Qingfu Zhang, Shanguo Huang
2018 J jnl
Low-rank subspace learning based network community detection.
Knowl. Based Syst.
Zhuanlian Ding, Xingyi Zhang, Dengdi Sun, Bin Luo
2018 J jnl
MOFSRank: A Multiobjective Evolutionary Algorithm for Feature Selection in Learning to Rank.
Complex.
Fan Cheng, Wei Guo, Xingyi Zhang
2018 B conf
Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems.
CEC
Ye Tian, Xiaoshu Xiang, Xingyi Zhang, Ran Cheng, Yaochu Jin
2017 J jnl
A Fast Overlapping Community Detection Algorithm Based on Weak Cliques for Large-Scale Networks.
IEEE Trans. Comput. Soc. Syst.
Xingyi Zhang, Congtao Wang, Yansen Su, Linqiang Pan, Hai-Feng Zhang
2017 J jnl
A Mixed Representation-Based Multiobjective Evolutionary Algorithm for Overlapping Community Detection.
IEEE Trans. Cybern.
Lei Zhang, Hebin Pan, Yansen Su, Xingyi Zhang, Yunyun Niu
2017 J jnl
A radial space division based evolutionary algorithm for many-objective optimization.
Appl. Soft Comput.
Cheng He, Ye Tian, Yaochu Jin, Xingyi Zhang, Linqiang Pan
2017 J jnl
A region division based diversity maintaining approach for many-objective optimization.
Integr. Comput. Aided Eng.
Linqiang Pan, Cheng He, Ye Tian, Yansen Su, Xingyi Zhang
2017 J jnl
Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes].
IEEE Comput. Intell. Mag.
Xingyi Zhang, Fuchen Duan, Lei Zhang, Fan Cheng, Yaochu Jin, Ke Tang
2017 J jnl
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum].
IEEE Comput. Intell. Mag.
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin
2017 J jnl
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization.
CoRR
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin
2017 J jnl
Theory and Application of Bio-inspired Intelligence and Methods.
J. Univers. Comput. Sci.
Xingyi Zhang, Alfonso Rodríguez-Patón Aradas, Xiangxiang Zeng, Tao Song
2016 J jnl
A Unified Method of Detecting Core-Periphery Structure and Community Structure in Networks.
CoRR
Bing-Bing Xiang, Zhongkui Bao, Chuang Ma, Xingyi Zhang, Han-Shuang Chen, Hai-Feng Zhang
2016 B conf
A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric.
CEC
Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin
2016 J jnl
A multi-objective membrane algorithm guided by the skin membrane.
Nat. Comput.
Xingyi Zhang, Jun Li, Lei Zhang
2016 B conf
An improved reference point sampling method on Pareto optimal front.
CEC
Cheng He, Linqiang Pan, Hang Xu, Ye Tian, Xingyi Zhang
2016 J jnl
Approximate non-dominated sorting for evolutionary many-objective optimization.
Inf. Sci.
Xingyi Zhang, Ye Tian, Yaochu Jin
2016 — conf
Clique-Based Locally Consistent Latent Space Clustering for Community Detection.
CCPR (1)
Zhuanlian Ding, Dengdi Sun, Xingyi Zhang, Bin Luo
2016 — conf
Detecting coordinated regulations of pathways by higher logic analysis.
BIBM
Yansen Su, Xingyi Zhang, Linqiang Pan
2016 — conf
Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization.
SSCI
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin
2015 J jnl
A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Xingyi Zhang, Ye Tian, Yaochu Jin
2015 J jnl
An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin
2015 — ed.
Bio-Inspired Computing - Theories and Applications - 10th International Conference, BIC-TA 2015, Hefei, China, September 25-28, 2015, Proceedings
BIC-TA
Maoguo Gong, Linqiang Pan, Tao Song, Ke Tang, Xingyi Zhang
2015 J jnl
On the Universality of Axon P Systems.
IEEE Trans. Neural Networks Learn. Syst.
Xingyi Zhang, Linqiang Pan, Andrei Paun
2014 J jnl
Computational power of tissue P systems for generating control languages.
Inf. Sci.
Xingyi Zhang, Yanjun Liu, Bin Luo, Linqiang Pan
2014 — conf
Decision-Making Strategies for Multi-Objective Community Detection in Complex Networks.
BIC-TA
Yu Zhang, Xingyi Zhang, Jin Tang, Bin Luo
2014 J jnl
Implementation of Membrane Algorithms on GPU.
J. Appl. Math.
Xingyi Zhang, Bangju Wang, Zhuanlian Ding, Jin Tang, Juanjuan He
2014 J jnl
On Some Classes of Sequential Spiking Neural P Systems.
Neural Comput.
Xingyi Zhang, Xiangxiang Zeng, Bin Luo, Linqiang Pan
2014 J jnl
Spiking Neural P Systems with Thresholds.
Neural Comput.
Xiangxiang Zeng, Xingyi Zhang, Tao Song, Linqiang Pan
2014 J jnl
Spiking Neural P Systems with a Generalized Use of Rules.
Neural Comput.
Xingyi Zhang, Bangju Wang, Linqiang Pan
2014 J jnl
Weighted Spiking Neural P Systems with Rules on Synapses.
Fundam. Informaticae
Xingyi Zhang, Xiangxiang Zeng, Linqiang Pan
2013 — conf
A Local Elitism Based Membrane Evolutionary Algorithm for Point Pattern Matching.
BIC-TA
Zhuanlian Ding, Jin Tang, Xingyi Zhang, Bin Luo
2012 J jnl
A uniform solution to the independent set problem through tissue P systems with cell separation.
Frontiers Comput. Sci.
Xingyi Zhang, Xiangxiang Zeng, Bin Luo, Zheng Zhang
2012 J jnl
Sequential spiking neural P systems with exhaustive use of rules.
Biosyst.
Xingyi Zhang, Bin Luo, Xianyong Fang, Linqiang Pan
2012 J jnl
Small Universal Tissue P Systems with Symport/Antiport Rules.
Int. J. Comput. Commun. Control
Xingyi Zhang, Bin Luo, Linqiang Pan
2012 J jnl
Spiking Neural P Systems with Weighted Synapses.
Neural Process. Lett.
Linqiang Pan, Xiangxiang Zeng, Xingyi Zhang, Yun Jiang
2011 J jnl
Linear Time Solution to Prime Factorization by Tissue P Systems with Cell Division.
Int. J. Nat. Comput. Res.
Xingyi Zhang, Yunyun Niu, Linqiang Pan, Mario J. Pérez-Jiménez
2011 — conf
On alpha-mean of Kullback-Leibler divergences for subspace selection.
FSKD
Sibao Chen, Haixian Wang, Xingyi Zhang, Bin Luo
2011 — conf
Semi-supervised geometric mean of Kullback-Leibler divergences for subspace selection.
FSKD
Sibao Chen, Haixian Wang, Xingyi Zhang, Bin Luo
2011 — conf
Spiking Neural P Systems for Arithmetic Operations.
BIC-TA
Xiangxiang Zeng, Tao Song, Linqiang Pan, Xingyi Zhang
2011 J jnl
Time-Free Spiking Neural P Systems.
Neural Comput.
Linqiang Pan, Xiangxiang Zeng, Xingyi Zhang
2011 J jnl
Tissue P systems with cell separation: attacking the partition problem.
Sci. China Inf. Sci.
Xingyi Zhang, Shuo Wang, Yunyun Niu, Linqiang Pan
2010 J jnl
Deterministic solutions to QSAT and Q3SAT by spiking neural P systems with pre-computed resources.
Theor. Comput. Sci.
Tseren-Onolt Ishdorj, Alberto Leporati, Linqiang Pan, Xiangxiang Zeng, Xingyi Zhang
2010 — conf
Similarity analysis of DNA sequences based on a compact representation.
BIC-TA
Zhujin Zhang, Shuo Wang, Xingyi Zhang, Zheng Zhang
2010 — conf
Small universal asynchronous spiking neural P systems.
BIC-TA
Linqiang Pan, Xiangxiang Zeng, Xingyi Zhang
2010 J jnl
Solving Vertex Cover Problem by Means of Tissue P Systems with Cell Separation.
Int. J. Comput. Commun. Control
Chun Lu, Xingyi Zhang
2009 J jnl
A Note on the Generative Power of Axon P Systems.
Int. J. Comput. Commun. Control
Xingyi Zhang, Jun Wang, Linqiang Pan
2009 J jnl
Homogeneous Spiking Neural P Systems.
Fundam. Informaticae
Xiangxiang Zeng, Xingyi Zhang, Linqiang Pan
2009 J jnl
On languages generated by asynchronous spiking neural P systems.
Theor. Comput. Sci.
Xingyi Zhang, Xiangxiang Zeng, Linqiang Pan
2008 J jnl
On string languages generated by spiking neural P systems with exhaustive use of rules.
Nat. Comput.
Xingyi Zhang, Xiangxiang Zeng, Linqiang Pan
2008 J jnl
Smaller Universal Spiking Neural P Systems.
Fundam. Informaticae
Xingyi Zhang, Xiangxiang Zeng, Linqiang Pan