Smaller Universal Spiking Neural P Systems. - Xingyi Zhang 001; Xiangxiang Zeng; Linqiang Pan (Fundam. Informaticae, 2008)

On string languages generated by spiking neural P systems with exhaustive use of rules. - Xingyi Zhang 001; Xiangxiang Zeng; Linqiang Pan (Nat. Comput., 2008)

Homogeneous Spiking Neural P Systems. - Xiangxiang Zeng; Xingyi Zhang 001; Linqiang Pan (Fundam. Informaticae, 2009)

A Note on the Generative Power of Axon P Systems. - Xingyi Zhang 001; Jun Wang 014; Linqiang Pan (Int. J. Comput. Commun. Control, 2009)

On languages generated by asynchronous spiking neural P systems. - Xingyi Zhang 001; Xiangxiang Zeng; Linqiang Pan (Theor. Comput. Sci., 2009)

Small universal asynchronous spiking neural P systems. - Linqiang Pan; Xiangxiang Zeng; Xingyi Zhang 001 (BIC-TA, 2010)

Similarity analysis of DNA sequences based on a compact representation. - Zhujin Zhang; Shuo Wang; Xingyi Zhang 001; Zheng Zhang 001 (BIC-TA, 2010)

Solving Vertex Cover Problem by Means of Tissue P Systems with Cell Separation. - Chun Lu; Xingyi Zhang 001 (Int. J. Comput. Commun. Control, 2010)

Deterministic solutions to QSAT and Q3SAT by spiking neural P systems with pre-computed resources. - Tseren-Onolt Ishdorj; Alberto Leporati; Linqiang Pan; Xiangxiang Zeng; Xingyi Zhang 001 (Theor. Comput. Sci., 2010)

Spiking Neural P Systems for Arithmetic Operations. - Xiangxiang Zeng; Tao Song 001; Linqiang Pan; Xingyi Zhang 001 (BIC-TA, 2011)

Semi-supervised geometric mean of Kullback-Leibler divergences for subspace selection. - Sibao Chen 001; Haixian Wang; Xingyi Zhang 001; Bin Luo 001 (FSKD, 2011)

On alpha-mean of Kullback-Leibler divergences for subspace selection. - Sibao Chen 001; Haixian Wang; Xingyi Zhang 001; Bin Luo 001 (FSKD, 2011)

Tissue P systems with cell separation: attacking the partition problem. - Xingyi Zhang 001; Shuo Wang; Yunyun Niu; Linqiang Pan (Sci. China Inf. Sci., 2011)

Linear Time Solution to Prime Factorization by Tissue P Systems with Cell Division. - Xingyi Zhang 001; Yunyun Niu; Linqiang Pan; Mario J. Pérez-Jiménez (Int. J. Nat. Comput. Res., 2011)

Time-Free Spiking Neural P Systems. - Linqiang Pan; Xiangxiang Zeng; Xingyi Zhang 001 (Neural Comput., 2011)

Sequential spiking neural P systems with exhaustive use of rules. - Xingyi Zhang 001; Bin Luo 001; Xianyong Fang; Linqiang Pan (Biosyst., 2012)

A uniform solution to the independent set problem through tissue P systems with cell separation. - Xingyi Zhang 001; Xiangxiang Zeng; Bin Luo 001; Zheng Zhang 001 (Frontiers Comput. Sci., 2012)

Small Universal Tissue P Systems with Symport/Antiport Rules. - Xingyi Zhang 001; Bin Luo 001; Linqiang Pan (Int. J. Comput. Commun. Control, 2012)

Spiking Neural P Systems with Weighted Synapses. - Linqiang Pan; Xiangxiang Zeng; Xingyi Zhang 001; Yun Jiang (Neural Process. Lett., 2012)

A Local Elitism Based Membrane Evolutionary Algorithm for Point Pattern Matching. - Zhuanlian Ding; Jin Tang 001; Xingyi Zhang 001; Bin Luo 001 (BIC-TA, 2013)

Decision-Making Strategies for Multi-Objective Community Detection in Complex Networks. - Yu Zhang 192; Xingyi Zhang 001; Jin Tang 001; Bin Luo 001 (BIC-TA, 2014)

Weighted Spiking Neural P Systems with Rules on Synapses. - Xingyi Zhang 001; Xiangxiang Zeng; Linqiang Pan (Fundam. Informaticae, 2014)

Computational power of tissue P systems for generating control languages. - Xingyi Zhang 001; Yanjun Liu 002; Bin Luo 001; Linqiang Pan (Inf. Sci., 2014)

Implementation of Membrane Algorithms on GPU. - Xingyi Zhang 001; Bangju Wang; Zhuanlian Ding; Jin Tang 001; Juanjuan He (J. Appl. Math., 2014)

Spiking Neural P Systems with Thresholds. - Xiangxiang Zeng; Xingyi Zhang 001; Tao Song 001; Linqiang Pan (Neural Comput., 2014)

Spiking Neural P Systems with a Generalized Use of Rules. - Xingyi Zhang 001; Bangju Wang; Linqiang Pan (Neural Comput., 2014)

On Some Classes of Sequential Spiking Neural P Systems. - Xingyi Zhang 001; Xiangxiang Zeng; Bin Luo 001; Linqiang Pan (Neural Comput., 2014)

An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization. - Xingyi Zhang 001; Ye Tian 009; Ran Cheng; Yaochu Jin (IEEE Trans. Evol. Comput., 2015)

A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization. - Xingyi Zhang 001; Ye Tian 009; Yaochu Jin (IEEE Trans. Evol. Comput., 2015)

On the Universality of Axon P Systems. - Xingyi Zhang 001; Linqiang Pan; Andrei Paun (IEEE Trans. Neural Networks Learn. Syst., 2015)

Detecting coordinated regulations of pathways by higher logic analysis. - Yansen Su; Xingyi Zhang 001; Linqiang Pan (BIBM, 2016)

Clique-Based Locally Consistent Latent Space Clustering for Community Detection. - Zhuanlian Ding; Dengdi Sun; Xingyi Zhang 001; Bin Luo 001 (CCPR (1), 2016)

An improved reference point sampling method on Pareto optimal front. - Cheng He 001; Linqiang Pan; Hang Xu; Ye Tian 009; Xingyi Zhang 001 (CEC, 2016)

A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric. - Ye Tian 009; Xingyi Zhang 001; Ran Cheng; Yaochu Jin (CEC, 2016)

Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization. - Xingyi Zhang 001; Ye Tian 009; Ran Cheng; Yaochu Jin (SSCI, 2016)

A Unified Method of Detecting Core-Periphery Structure and Community Structure in Networks. - Bing-Bing Xiang; Zhongkui Bao; Chuang Ma; Xingyi Zhang 001; Han-Shuang Chen; Hai-Feng Zhang 003 (CoRR, 2016)

Approximate non-dominated sorting for evolutionary many-objective optimization. - Xingyi Zhang 001; Ye Tian 009; Yaochu Jin (Inf. Sci., 2016)

A multi-objective membrane algorithm guided by the skin membrane. - Xingyi Zhang 001; Jun Li 048; Lei Zhang 060 (Nat. Comput., 2016)

A radial space division based evolutionary algorithm for many-objective optimization. - Cheng He 001; Ye Tian 009; Yaochu Jin; Xingyi Zhang 001; Linqiang Pan (Appl. Soft Comput., 2017)

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Yaochu Jin (IEEE Comput. Intell. Mag., 2017)

Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes]. - Xingyi Zhang 001; Fuchen Duan; Lei Zhang 060; Fan Cheng 001; Yaochu Jin; Ke Tang 001 (IEEE Comput. Intell. Mag., 2017)

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Yaochu Jin (CoRR, 2017)

A region division based diversity maintaining approach for many-objective optimization. - Linqiang Pan; Cheng He 001; Ye Tian 009; Yansen Su; Xingyi Zhang 001 (Integr. Comput. Aided Eng., 2017)

Theory and Application of Bio-inspired Intelligence and Methods. - Xingyi Zhang 001; Alfonso Rodríguez-Patón Aradas; Xiangxiang Zeng; Tao Song 001 (J. Univers. Comput. Sci., 2017)

A Fast Overlapping Community Detection Algorithm Based on Weak Cliques for Large-Scale Networks. - Xingyi Zhang 001; Congtao Wang; Yansen Su; Linqiang Pan; Hai-Feng Zhang 003 (IEEE Trans. Comput. Soc. Syst., 2017)

A Mixed Representation-Based Multiobjective Evolutionary Algorithm for Overlapping Community Detection. - Lei Zhang 060; Hebin Pan; Yansen Su; Xingyi Zhang 001; Yunyun Niu (IEEE Trans. Cybern., 2017)

Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems. - Ye Tian 009; Xiaoshu Xiang; Xingyi Zhang 001; Ran Cheng; Yaochu Jin (CEC, 2018)

A local information based multi-objective evolutionary algorithm for community detection in complex networks. - Fan Cheng 001; Tingting Cui; Yansen Su; Yunyun Niu; Xingyi Zhang 001 (Appl. Soft Comput., 2018)

MOFSRank: A Multiobjective Evolutionary Algorithm for Feature Selection in Learning to Rank. - Fan Cheng 001; Wei Guo 014; Xingyi Zhang 001 (Complex., 2018)

A competitive mechanism based multi-objective particle swarm optimizer with fast convergence. - Xingyi Zhang 001; Xiutao Zheng; Ran Cheng; Jianfeng Qiu; Yaochu Jin (Inf. Sci., 2018)

Low-rank subspace learning based network community detection. - Zhuanlian Ding; Xingyi Zhang 001; Dengdi Sun; Bin Luo 001 (Knowl. Based Syst., 2018)

An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Fan Cheng 001; Yaochu Jin (IEEE Trans. Evol. Comput., 2018)

A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization. - Xingyi Zhang 001; Ye Tian 009; Ran Cheng; Yaochu Jin (IEEE Trans. Evol. Comput., 2018)

Identifying Disease Modules Based on Connectivity and Semantic Similarities. - Yansen Su; Huole Zhu; Lei Zhang 060; Xingyi Zhang 001 (BIC-TA (2), 2019)

Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection. - Ye Tian 009; Shangshang Yang; Xingyi Zhang 001; Yaochu Jin (CEC, 2019)

An Evolutionary Algorithm Based on Multi-operator Ensemble for Multi-objective Optimization. - Chao Wang 039; Ran Xu; Xingyi Zhang 001 (ICIC (1), 2019)

Automated Selection of Evolutionary Multi-objective Optimization Algorithms. - Ye Tian 009; Shichen Peng; Tobias Rodemann; Xingyi Zhang 001; Yaochu Jin (SSCI, 2019)

Multi-objective energy-aware batch scheduling using ant colony optimization algorithm. - Zhao-Hong Jia; Yan Wang; Chao Wu; Yun Yang 001; Xing-yi Zhang 001; Huaping Chen 001 (Comput. Ind. Eng., 2019)

Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier]. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Miqing Li; Yaochu Jin (IEEE Comput. Intell. Mag., 2019)

Multi-objective evolutionary algorithm for optimizing the partial area under the ROC curve. - Fan Cheng 001; Guanglong Fu; Xingyi Zhang 001; Jianfeng Qiu (Knowl. Based Syst., 2019)

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation. - Cheng He 001; Lianghao Li; Ye Tian 009; Xingyi Zhang 001; Ran Cheng; Yaochu Jin; Xin Yao 001 (IEEE Trans. Evol. Comput., 2019)

A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization. - Linqiang Pan; Cheng He 001; Ye Tian 009; Handing Wang; Xingyi Zhang 001; Yaochu Jin (IEEE Trans. Evol. Comput., 2019)

A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Yansen Su; Yaochu Jin (IEEE Trans. Evol. Comput., 2019)

A Surrogate-Assisted Multiobjective Evolutionary Algorithm for Large-Scale Task-Oriented Pattern Mining. - Ye Tian 009; Shangshang Yang; Lei Zhang 060; Fuchen Duan; Xingyi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2019)

Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization. - Cheng He 001; Ran Cheng; Ye Tian 009; Xingyi Zhang 001 (CEC, 2020)

Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Yaochu Jin (CEC, 2020)

Molecular Full Adder Based on DNA Strand Displacement. - Wei Xiao; Xinjian Zhang; Xingyi Zhang 001; Congzhou Chen; Xiaolong Shi (IEEE Access, 2020)

Maximizing receiver operating characteristics convex hull via dynamic reference point-based multi-objective evolutionary algorithm. - Fan Cheng 001; Qiangqiang Zhang; Ye Tian 009; Xingyi Zhang 001 (Appl. Soft Comput., 2020)

Special Issue on Benchmarking of Computational Intelligence Algorithms in the Applied Soft Computing Journal. - Thomas Weise 001; Markus Wagner 007; Bin Li 025; Xingyi Zhang 001; Jörg Lässig (Appl. Soft Comput., 2020)

Demand coverage diversity based ant colony optimization for dynamic vehicle routing problems. - Xiaoshu Xiang; Jianfeng Qiu; Jianhua Xiao; Xingyi Zhang 001 (Eng. Appl. Artif. Intell., 2020)

A new history-guided multi-objective evolutionary algorithm based on decomposition for batching scheduling. - Zhao-Hong Jia; Le-yang Gao; Xing-yi Zhang 001 (Expert Syst. Appl., 2020)

AdaBoost-inspired multi-operator ensemble strategy for multi-objective evolutionary algorithms. - Chao Wang 039; Ran Xu; Jianfeng Qiu; Xingyi Zhang 001 (Neurocomputing, 2020)

A non-revisiting genetic algorithm based on a novel binary space partition tree. - Yansen Su; Neng Guo; Ye Tian 009; Xingyi Zhang 001 (Inf. Sci., 2020)

Community detection in complex networks with an ambiguous structure using central node based link prediction. - Hao Jiang 023; Zhenjie Liu; Chunlong Liu; Yansen Su; Xingyi Zhang 001 (Knowl. Based Syst., 2020)

A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks. - Ye Tian 009; Shichen Peng; Xingyi Zhang 001; Tobias Rodemann; Kay Chen Tan; Yaochu Jin (IEEE Trans. Artif. Intell., 2020)

Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling. - Ye Tian 009; Xingyi Zhang 001; Ran Cheng; Cheng He 001; Yaochu Jin (IEEE Trans. Cybern., 2020)

Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer. - Ye Tian 009; Xiutao Zheng; Xingyi Zhang 001; Yaochu Jin (IEEE Trans. Cybern., 2020)

A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks. - Xingyi Zhang 001; Kefei Zhou; Hebin Pan; Lei Zhang 060; Xiangxiang Zeng; Yaochu Jin (IEEE Trans. Cybern., 2020)

An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. - Ye Tian 009; Xingyi Zhang 001; Chao Wang 039; Yaochu Jin (IEEE Trans. Evol. Comput., 2020)

An Evolutionary Multiobjective Optimization Based Fuzzy Method for Overlapping Community Detection. - Ye Tian 009; Shangshang Yang; Xingyi Zhang 001 (IEEE Trans. Fuzzy Syst., 2020)

A Clustering-Based Surrogate-Assisted Multiobjective Evolutionary Algorithm for Shelter Location Problem Under Uncertainty of Road Networks. - Xiaoshu Xiang; Ye Tian 009; Jianhua Xiao; Xingyi Zhang 001 (IEEE Trans. Ind. Informatics, 2020)

Multi-Objective Optimization of Critical Node Detection Based on Cascade Model in Complex Networks. - Lei Zhang 060; Jiajun Xia; Fan Cheng 001; Jianfeng Qiu; Xingyi Zhang 001 (IEEE Trans. Netw. Sci. Eng., 2020)

A Comparison Study of Evolutionary Algorithms on Large-Scale Sparse Multi-objective Optimization Problems. - Yajie Zhang; Ye Tian 009; Xingyi Zhang 001 (EMO, 2021)

An evolutionary multi-objective approach to learn from positive and unlabeled data. - Jianfeng Qiu; Xiaoqiang Cai; Xingyi Zhang 001; Fan Cheng 001; Shenzhi Yuan; Guanglong Fu (Appl. Soft Comput., 2021)

A multi-objective feature selection approach based on chemical reaction optimization. - Jianfeng Qiu; Xiaoshu Xiang; Chao Wang 039; Xingyi Zhang 001 (Appl. Soft Comput., 2021)

Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics. - Ye Tian 009; Xingyi Zhang 001; Cheng He 001; Kay Chen Tan; Yaochu Jin (CoRR, 2021)

Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation. - Shangshang Yang; Ye Tian 009; Xiaoshu Xiang; Shichen Peng; Xingyi Zhang 001 (CoRR, 2021)

A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints. - Haiping Ma; Haoyu Wei; Ye Tian 009; Ran Cheng; Xingyi Zhang 001 (Inf. Sci., 2021)

A parallel multi-objective evolutionary algorithm for community detection in large-scale complex networks. - Yansen Su; Kefei Zhou; Xingyi Zhang 001; Ran Cheng; Chunhou Zheng 001 (Inf. Sci., 2021)

Balancing topology structure and node attribute in evolutionary multi-objective community detection for attributed networks. - Haiping Ma; Zhenjie Liu; Xingyi Zhang 001; Lei Zhang 060; Hao Jiang 023 (Knowl. Based Syst., 2021)

Dual-decoder graph autoencoder for unsupervised graph representation learning. - Dengdi Sun; Dashuang Li; Zhuanlian Ding; Xingyi Zhang 001; Jin Tang 001 (Knowl. Based Syst., 2021)

A local-to-global scheme-based multi-objective evolutionary algorithm for overlapping community detection on large-scale complex networks. - Haiping Ma; Haipeng Yang; Kefei Zhou; Lei Zhang 060; Xingyi Zhang 001 (Neural Comput. Appl., 2021)

Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks. - Ye Tian 009; Chang Lu; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Cybern., 2021)

An Evolutionary Multiobjective Route Grouping-Based Heuristic Algorithm for Large-Scale Capacitated Vehicle Routing Problems. - Jianhua Xiao; Tao Zhang 082; Jingguo Du; Xingyi Zhang 001 (IEEE Trans. Cybern., 2021)

Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization. - Cheng He 001; Ran Cheng; Ye Tian 009; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Evol. Comput., 2021)

A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems. - Ye Tian 009; Ruchen Liu; Xingyi Zhang 001; Haiping Ma; Kay Chen Tan; Yaochu Jin (IEEE Trans. Evol. Comput., 2021)

A Coevolutionary Framework for Constrained Multiobjective Optimization Problems. - Ye Tian 009; Tao Zhang 082; Jianhua Xiao; Xingyi Zhang 001; Yaochu Jin (IEEE Trans. Evol. Comput., 2021)

Feature Construction for Meta-heuristic Algorithm Recommendation of Capacitated Vehicle Routing Problems. - Hao Jiang 023; Yuhang Wang; Ye Tian 009; Xingyi Zhang 001; Jianhua Xiao (ACM Trans. Evol. Learn. Optim., 2021)

EMODMI: A Multi-Objective Optimization Based Method to Identify Disease Modules. - Ye Tian 009; Xiaochun Su; Yansen Su; Xingyi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

A Local-Global Influence Indicator Based Constrained Evolutionary Algorithm for Budgeted Influence Maximization in Social Networks. - Lei Zhang 060; Yutong Liu; Fan Cheng 001; Jianfeng Qiu; Xingyi Zhang 001 (IEEE Trans. Netw. Sci. Eng., 2021)

A Local-Neighborhood Information Based Overlapping Community Detection Algorithm for Large-Scale Complex Networks. - Fan Cheng 001; Congtao Wang; Xingyi Zhang 001; Yun Yang 003 (IEEE/ACM Trans. Netw., 2021)

A Community Structure Enhancement-Based Community Detection Algorithm for Complex Networks. - Yansen Su; Chunlong Liu; Yunyun Niu; Fan Cheng 001; Xingyi Zhang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization. - Ye Tian 009; Cheng He 001; Ran Cheng; Xingyi Zhang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

A Comparative Study on Evolutionary Algorithms and Mathematical Programming Methods for Continuous Optimization. - Ye Tian 009; Haowen Chen; Xiaoshu Xiang; Hao Jiang 023; Xingyi Zhang 001 (CEC, 2022)

Knowledge-Sensed Cognitive Diagnosis for Intelligent Education Platforms. - Haiping Ma; Manwei Li; Le Wu; Haifeng Zhang 003; Yunbo Cao; Xingyi Zhang 001; Xuemin Zhao (CIKM, 2022)

A Prerequisite Attention Model for Knowledge Proficiency Diagnosis of Students. - Haiping Ma; Jinwei Zhu; Shangshang Yang; Qi Liu 003; Haifeng Zhang 003; Xingyi Zhang 001; Yunbo Cao; Xuemin Zhao (CIKM, 2022)

Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach. - Haiping Ma; Jingyuan Wang; Hengshu Zhu; Xin Xia; Haifeng Zhang 003; Xingyi Zhang 001; Lei Zhang 060 (IJCAI, 2022)

MultiQuant: Training Once for Multi-bit Quantization of Neural Networks. - Ke Xu 011; Qiantai Feng; Xingyi Zhang 001; Dong Wang 040 (IJCAI, 2022)

Tagging Metaheuristics with Problem-Oriented Labels for Non-Expert Users. - Ye Tian 009; Maihai Sun; Shangshang Yang; Xingyi Zhang 001 (SSCI, 2022)

An evolutionary algorithm for solving Capacitated Vehicle Routing Problems by using local information. - Hao Jiang 023; Mengxin Lu; Ye Tian 009; Jianfeng Qiu; Xingyi Zhang 001 (Appl. Soft Comput., 2022)

A2AE: Towards adaptive multi-view graph representation learning via all-to-all graph autoencoder architecture. - Dengdi Sun; Dashuang Li; Zhuanlian Ding; Xingyi Zhang 001; Jin Tang 001 (Appl. Soft Comput., 2022)

An Evolutionary Multitasking Method for Multiclass Classification. - Fan Cheng 001; Congcong Zhang; Xingyi Zhang 001 (IEEE Comput. Intell. Mag., 2022)

Comparing the Performance of Evolutionary Algorithms for Sparse Multi-Objective Optimization via a Comprehensive Indicator [Research Frontier]. - Yansen Su; Zhongxiang Jin; Ye Tian 009; Xingyi Zhang 001; Kay Chen Tan (IEEE Comput. Intell. Mag., 2022)

Evolutionary Large-Scale Multi-Objective Optimization: A Survey. - Ye Tian 009; Langchun Si; Xingyi Zhang 001; Ran Cheng; Cheng He 001; Kay Chen Tan; Yaochu Jin (ACM Comput. Surv., 2022)

Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization. - Ye Tian 009; Haowen Chen; Haiping Ma; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE CAA J. Autom. Sinica, 2022)

A benchmark generator for online dynamic single-objective and multi-objective optimization problems. - Xiaoshu Xiang; Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Shengxiang Yang; Yaochu Jin (Inf. Sci., 2022)

Rate-distortion optimal evolutionary algorithm for JPEG quantization with multiple rates. - Qijun Wang; Ping Liu; Lei Zhang 060; Fan Cheng 001; Jianfeng Qiu; Xingyi Zhang 001 (Knowl. Based Syst., 2022)

A multi-stage knowledge-guided evolutionary algorithm for large-scale sparse multi-objective optimization problems. - Zhuanlian Ding; Lei Chen; Dengdi Sun; Xingyi Zhang 001 (Swarm Evol. Comput., 2022)

A hybrid meta-heuristic for the flexible flow shop scheduling with blocking. - Yan Wang; Zhao-hong Jia; Xing-yi Zhang 001 (Swarm Evol. Comput., 2022)

Action Command Encoding for Surrogate-Assisted Neural Architecture Search. - Ye Tian 009; Shichen Peng; Shangshang Yang; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Cogn. Dev. Syst., 2022)

Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation. - Shangshang Yang; Ye Tian 009; Xiaoshu Xiang; Shichen Peng; Xingyi Zhang 001 (IEEE Trans. Cogn. Dev. Syst., 2022)

A Robust Algorithm Based on Link Label Propagation for Identifying Functional Modules From Protein-Protein Interaction Networks. - Hao Jiang 023; Fei Zhan; Congtao Wang; Jianfeng Qiu; Yansen Su; Chunhou Zheng 001; Xingyi Zhang 001; Xiangxiang Zeng (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

SOIDP: Predicting Interlayer Links in Multiplex Networks. - Xiao Ding; Chuang Ma; Xingyi Zhang 001; Han-Shuang Chen; Hai-Feng Zhang 003 (IEEE Trans. Comput. Soc. Syst., 2022)

A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. - Ye Tian 009; Chang Lu; Xingyi Zhang 001; Fan Cheng 001; Yaochu Jin (IEEE Trans. Cybern., 2022)

Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization. - Ye Tian 009; Yajie Zhang; Yansen Su; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Cybern., 2022)

Two-Stage Selective Ensemble of CNN via Deep Tree Training for Medical Image Classification. - Yun Yang 003; Yuanyuan Hu; Xingyi Zhang 001; Song Wang 002 (IEEE Trans. Cybern., 2022)

A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning. - Ye Tian 009; Yuandong Feng; Chao Wang 039; Ruifen Cao; Xingyi Zhang 001; Xi Pei; Kay Chen Tan; Yaochu Jin (IEEE Trans. Evol. Comput., 2022)

A Dual-Population Based Evolutionary Algorithm for Multi-Objective Location Problem Under Uncertainty of Facilities. - Chao Wang 039; Ziqiong Wang; Ye Tian 009; Xingyi Zhang 001; Jianhua Xiao (IEEE Trans. Intell. Transp. Syst., 2022)

A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems. - Xiaoshu Xiang; Ye Tian 009; Xingyi Zhang 001; Jianhua Xiao; Yaochu Jin (IEEE Trans. Intell. Transp. Syst., 2022)

A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks. - Shangshang Yang; Ye Tian 009; Cheng He 001; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Neural Networks Learn. Syst., 2022)

Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis. - Shanshan Wang 008; Zhen Zeng; Xun Yang 001; Xingyi Zhang 001 (AAAI, 2023)

A Non-uniform Clustering Based Evolutionary Algorithm for Solving Large-Scale Sparse Multi-objective Optimization Problems. - Shuai Shao; Ye Tian 009; Xingyi Zhang 001 (BIC-TA (1), 2023)

Optimizing Large-Scale Distribution Center Locations During the COVID-19 Quarantine. - Luchen Wang; Ye Tian 009; Xiaoshu Xiang; Xingyi Zhang 001 (CEC, 2023)

A Sparsity-Guided Elitism Co-Evolutionary Framework for Sparse Large-Scale Multi-Objective Optimization. - Chengmin Wu; Ye Tian 009; Yajie Zhang; Hao Jiang 023; Xing-yi Zhang 001 (CEC, 2023)

Homogeneous Cohort-Aware Group Cognitive Diagnosis: A Multi-grained Modeling Perspective. - Shuhuan Liu; Xiaoshan Yu 002; Haiping Ma; Ziwen Wang 006; Chuan Qin 002; Xingyi Zhang 001 (CIKM, 2023)

EQ-Net: Elastic Quantization Neural Networks. - Ke Xu 011; Lei Han; Ye Tian 009; Shangshang Yang; Xingyi Zhang 001 (ICCV, 2023)

ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. - Yunfei Zhang; Chuan Qin 002; Dazhong Shen; Haiping Ma; Le Zhang 010; Xingyi Zhang 001; Hengshu Zhu (ICDM, 2023)

Disentangled Representation Learning with Causality for Unsupervised Domain Adaptation. - Shanshan Wang 008; Yiyang Chen; Zhenwei He; Xun Yang 001; Mengzhu Wang; Quanzeng You; Xingyi Zhang 001 (ACM Multimedia, 2023)

Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. - Shangshang Yang; Xiaoshan Yu 002; Ye Tian 009; Xueming Yan; Haiping Ma; Xingyi Zhang 001 (NeurIPS, 2023)

Parameter-Adaptive Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization Algorithm. - Haiyue Zhu; Qingda Chen; Jinliang Ding; Xingyi Zhang 001; Hongfeng Wang (SSCI, 2023)

Balancing Measurement Efficiency, Test Diversity and Security for Item Selection in On-the-Fly Assembled Multistage Adaptive Testing via a Multi-objective Evolutionary Algorithm. - Xiaoshu Xiang; Ling Wu; Haiping Ma; Xingyi Zhang 001 (ICSI (1), 2023)

Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search. - Shangshang Yang; Haiping Ma; Cheng Zhen; Ye Tian 009; Limiao Zhang; Yaochu Jin; Xingyi Zhang 001 (CoRR, 2023)

A practical tutorial on solving optimization problems via PlatEMO. - Ye Tian 009; Weijian Zhu; Xingyi Zhang 001; Yaochu Jin (Neurocomputing, 2023)

BP-triplet net for unsupervised domain adaptation: A Bayesian perspective. - Shanshan Wang 008; Lei Zhang 038; Pichao Wang; Mengzhu Wang; Xingyi Zhang 001 (Pattern Recognit., 2023)

Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications. - Xingyi Zhang 001; Ran Cheng; Yaochu Jin; Bernhard Sendhoff (IEEE Trans. Evol. Comput., 2023)

Unsupervised Hyperspectral Band Selection via Structure-Conserved and Neighborhood-Grouped Evolutionary Algorithm. - Qijun Wang; Chaoping Song; Yanni Dong; Fan Cheng 001; Lyuyang Tong; Bo Du 001; Xingyi Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Information Maximizing Adaptation Network With Label Distribution Priors for Unsupervised Domain Adaptation. - Pei Wang 016; Yun Yang 003; Yuelong Xia; Kun Wang; Xingyi Zhang 001; Song Wang 002 (IEEE Trans. Multim., 2023)

Local Model-Based Pareto Front Estimation for Multiobjective Optimization. - Ye Tian 009; Langchun Si; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Syst. Man Cybern. Syst., 2023)

A diversity-enhanced memetic algorithm for solving electric vehicle routing problems with time windows and mixed backhauls. - Jianhua Xiao; Jingguo Du; Zhiguang Cao; Xingyi Zhang 001; Yunyun Niu (Appl. Soft Comput., 2023)

A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization. - Ye Tian 009; Yuandong Feng; Xingyi Zhang 001; Changyin Sun 001 (IEEE CAA J. Autom. Sinica, 2023)

Large-scale multimodal multiobjective evolutionary optimization based on hybrid hierarchical clustering. - Zhuanlian Ding; Lve Cao; Lei Chen; Dengdi Sun; Xingyi Zhang 001; Zhifu Tao (Knowl. Based Syst., 2023)

Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm. - Ye Tian 009; Jingwen Pan; Shangshang Yang; Xingyi Zhang 001; Shuping He; Yaochu Jin (IEEE Trans. Artif. Intell., 2023)

Privacy-Preserving Link Prediction in Multiple Private Networks. - Haifeng Zhang 003; Xiao-Jing Ma; Jing Wang; Xingyi Zhang 001; Donghui Pan; Kai Zhong (IEEE Trans. Comput. Soc. Syst., 2023)

Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial]. - Xingyi Zhang 001; Ran Cheng; Liang Feng 001; Yaochu Jin (IEEE Comput. Intell. Mag., 2023)

SMPC-Ranking: A Privacy-Preserving Method on Identifying Influential Nodes in Multiple Private Networks. - Wen Hu; Xin Xia; Xiao Ding; Xingyi Zhang 001; Kai Zhong; Haifeng Zhang 003 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm. - Shangshang Yang; Haoyu Wei; Haiping Ma; Ye Tian 009; Xingyi Zhang 001; Yunbo Cao; Yaochu Jin (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization. - Ye Tian 009; Jiaxing Hu; Cheng He 001; Haiping Ma; Limiao Zhang; Xingyi Zhang 001 (Swarm Evol. Comput., 2023)

A Macro-Micro Population-Based Co-Evolutionary Multi-Objective Algorithm for Community Detection in Complex Networks [Research Frontier]. - Lei Zhang 060; Haipeng Yang; Shangshang Yang; Xingyi Zhang 001 (IEEE Comput. Intell. Mag., 2023)

Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization. - Ye Tian 009; Xiaopeng Li; Haiping Ma; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Overlapping community-based particle swarm optimization algorithm for influence maximization in social networks. - Lei Zhang 060; Yutong Liu; Haipeng Yang; Fan Cheng 001; Qi Liu 003; Xingyi Zhang 001 (CAAI Trans. Intell. Technol., 2023)

Accelerating Two-Phase Multiobjective Evolutionary Algorithm for Electric Location-Routing Problems. - Chao Wang 039; Rongrong Liu; Yansen Su; Xingyi Zhang 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Convex-hull based robust evolutionary optimization approach for ROC maximization under label noise. - Jianfeng Qiu; Shengda Shu; Qiangqiang Zhang; Chao Wang 039; Fan Cheng 001; Xingyi Zhang 001 (Appl. Soft Comput., 2023)

Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimization. - Yajie Zhang; Ye Tian 009; Hao Jiang 023; Xingyi Zhang 001; Yaochu Jin (Inf. Sci., 2023)

Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach. - Haiping Ma; Changqian Wang; Hengshu Zhu; Shangshang Yang; Xiaoming Zhang; Xingyi Zhang 001 (AAAI, 2024)

Boosting Neural Cognitive Diagnosis with Student's Affective State Modeling. - Shanshan Wang 008; Zhen Zeng; Xun Yang 001; Ke Xu 011; Xingyi Zhang 001 (AAAI, 2024)

PTMQ: Post-training Multi-Bit Quantization of Neural Networks. - Ke Xu 011; Zhongcheng Li; Shanshan Wang 008; Xingyi Zhang 001 (AAAI, 2024)

Deep Reinforcement Learning Based Adaptive Environmental Selection for Evolutionary Multi-Objective Optimization. - Ye Tian 009; Lianjie Yao; Shuai Shao; Yajie Zhang; Xingyi Zhang 001 (CEC, 2024)

A Deep Reinforcement Learning Assisted Heuristic for Solving Traveling Salesman Problems. - Ye Tian 009; Qinghui Zhu; Shuai Shao; Langchun Si; Xingyi Zhang 001 (CEC, 2024)

Multi-Agent Reinforcement Learning with Asymmetric Representation Assisted by Multi-Objective Evolutionary Algorithms. - Ye Tian 009; Weixin Wang; Shangshang Yang; Panpan Zhang; Xingyi Zhang 001 (CEC, 2024)

DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation. - Xiaoshan Yu 002; Chuan Qin 002; Qi Zhang 053; Chen Zhu 003; Haiping Ma; Xingyi Zhang 001; Hengshu Zhu (ICDM, 2024)

DGCD: An Adaptive Denoising GNN for Group-level Cognitive Diagnosis. - Haiping Ma; Siyu Song; Chuan Qin 002; Xiaoshan Yu 002; Limiao Zhang; Xingyi Zhang 001; Hengshu Zhu (IJCAI, 2024)

Self-Training with Contrastive Learning for Adversarial Domain Adaptation. - Shanshan Wang 008; Minbin Hu; Xingyi Zhang 001 (IJCNN, 2024)

RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes. - Xiaoshan Yu 002; Chuan Qin 002; Dazhong Shen; Shangshang Yang; Haiping Ma; Hengshu Zhu; Xingyi Zhang 001 (KDD, 2024)

Dual-stream Feature Augmentation for Domain Generalization. - Shanshan Wang 008; ALuSi; Xun Yang 001; Ke Xu 011; Huibin Tan; Xingyi Zhang 001 (ACM Multimedia, 2024)

DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis. - Shangshang Yang; Mingyang Chen; Ziwen Wang 006; Xiaoshan Yu 002; Panpan Zhang; Haiping Ma; Xingyi Zhang 001 (NeurIPS, 2024)

Attacking Evolutionary Algorithms via SparseEA. - Limiao Zhang; Ran Wang; Ye Tian 009; Xingyi Zhang 001 (ICSI (1), 2024)

HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection. - Haiping Ma; Yong Yang; Chuan Qin 002; Xiaoshan Yu 002; Shangshang Yang; Xingyi Zhang 001; Hengshu Zhu (WWW, 2024)

Personalized Forgetting Mechanism with Concept-Driven Knowledge Tracing. - Shanshan Wang 008; Ying Hu; Xun Yang 001; Zhongzhou Zhang; Keyang Wang; Xingyi Zhang 001 (CoRR, 2024)

Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation. - Shanshan Wang 008; Hao Zhou 001; Xun Yang 001; Zhenwei He; Mengzhu Wang; Xingyi Zhang 001; Meng Wang 001 (CoRR, 2024)

Balancing property optimization and constraint satisfaction for constrained multi-property molecular optimization. - Xin Xia; Ya-Jie Zhang; Xiangxiang Zeng; Xingyi Zhang 001; Chun-Hou Zheng 001; Yansen Su (CoRR, 2024)

A robustness division based multi-population evolutionary algorithm for solving vehicle routing problems with uncertain demand. - Hao Jiang 023; Yanhui Tong; Bowen Song; Chao Wang 039; Jiahang Li; Qi Liu 003; Xingyi Zhang 001 (Eng. Appl. Artif. Intell., 2024)

A co-evolutionary algorithm based on sparsity clustering for sparse large-scale multi-objective optimization. - Yajie Zhang; Chengming Wu; Ye Tian 009; Xingyi Zhang 001 (Eng. Appl. Artif. Intell., 2024)

Evolutionary Multiobjective Molecule Optimization in an Implicit Chemical Space. - Xin Xia; Yiping Liu; Chunhou Zheng 001; Xingyi Zhang 001; Qingwen Wu; Xin Gao 001; Xiangxiang Zeng; Yansen Su (J. Chem. Inf. Model., 2024)

Deep reinforcement learning assisted automated guiding vector selection for large-scale sparse multi-objective optimization. - Shuai Shao; Ye Tian 009; Xing-yi Zhang 001 (Swarm Evol. Comput., 2024)

Multi-objective evolutionary multi-tasking band selection algorithm for hyperspectral image classification. - Qijun Wang; Yong Liu 026; Ke Xu 011; Yanni Dong; Fan Cheng 001; Ye Tian 009; Bo Du 001; Xingyi Zhang 001 (Swarm Evol. Comput., 2024)

A problem knowledge driven bi-population cooperative framework for time-varying ratio error estimation of voltage transformers. - Panpan Zhang; Ye Tian 009; Yajie Zhang; Xingyi Zhang 001 (Swarm Evol. Comput., 2024)

Collaborative Cross-Network Embedding Framework for Network Alignment. - Haifeng Zhang 003; Guojing Ren; Xiao Ding; Li Zhou; Xing-yi Zhang 001 (IEEE Trans. Netw. Sci. Eng., 2024)

An adaptive conjugate gradient accelerated evolutionary algorithm for multi-objective spot optimization in cancer intensity modulated proton therapy. - Ruifen Cao; Xuesong Li; Wei Chen; Chao Wang 039; Langchun Si; Xi Pei; Xingyi Zhang 001 (Appl. Soft Comput., 2024)

A multi-granularity clustering based evolutionary algorithm for large-scale sparse multi-objective optimization. - Ye Tian 009; Shuai Shao; Guohui Xie; Xingyi Zhang 001 (Swarm Evol. Comput., 2024)

Growing Neural Gas Network for Offspring Generation in Evolutionary Constrained Multi-Objective Optimization. - Chao Wang 039; Huitao Huang; Xingyi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

User Identification Across Multiple Social Networks Based on Naive Bayes Model. - Xiao Ding; Haifeng Zhang 003; Chuang Ma; Xingyi Zhang 001; Kai Zhong (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multigranularity Surrogate Modeling for Evolutionary Multiobjective Optimization With Expensive Constraints. - Yajie Zhang; Hao Jiang 023; Ye Tian 009; Haiping Ma; Xingyi Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators. - Ye Tian 009; Yaopei Guang; Langchun Si; Ruifen Cao; Xi Pei; Xingyi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Large-Scale Data-Driven Optimization in Deep Modeling With an Intelligent Decision-Making Mechanism. - Dayu Tan; Yansen Su; Xin Peng 003; Hongtian Chen; Chunhou Zheng 001; Xingyi Zhang 001; Weimin Zhong (IEEE Trans. Cybern., 2024)

Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems. - Hao Jiang 023; Kang Chou; Ye Tian 009; Xingyi Zhang 001; Yaochu Jin (IEEE Trans. Cybern., 2024)

RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer. - Xiaoshan Yu 002; Chuan Qin 002; Dazhong Shen; Haiping Ma; Le Zhang 010; Xingyi Zhang 001; Hengshu Zhu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

Hybrid Architecture-Based Evolutionary Robust Neural Architecture Search. - Shangshang Yang; Xiangkun Sun; Ke Xu 011; Yuanchao Liu; Ye Tian 009; Xingyi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Efficient Sparse Large-Scale Multiobjective Optimization Based on Cross-Scale Knowledge Fusion. - Zhuanlian Ding; Lei Chen; Dengdi Sun; Xingyi Zhang 001; Wei Liu (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Mutual-weighted feature disentanglement for unsupervised domain adaptation. - Shanshan Wang 008; Qian Xiao; Keyang Wang; Xun Yang 001; Xingyi Zhang 001 (Multim. Syst., 2024)

Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing. - Changqian Wang; Shangshang Yang; Siyu Song; Ziwen Wang 006; Haiping Ma; Xingyi Zhang 001; Bo Jin (AAAI, 2025)

Surrogate Models are not Necessary for Black-Box Expensive Optimization. - Hongxiang Geng; Ye Tian 009; Shangshang Yang; Xingyi Zhang 001; Cheng He 001 (CEC, 2025)

An Adaptive Multi-Granular Pareto-Optimal Subspace Learning Algorithm for Sparse Large-Scale Multi-Objective Optimization. - Chengze Sun; Ye Tian 009; Shuai Shao; Shangshang Yang; Xingyi Zhang 001 (CEC, 2025)

Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing. - Haiping Ma; Aoqing Xia; Changqian Wang; Hai Wang; Xingyi Zhang 001 (KDD (1), 2025)

LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization. - Xiaoshan Yu 002; Shangshang Yang; Ziwen Wang 006; Siyu Song; Haiping Ma; Zhiguang Cao; Xingyi Zhang 001 (SIGIR, 2025)

Reconciling Efficiency and Effectiveness of Exercise Retreival: An Uncertainty Reduction Hashing Approach for Computerized Adaptive Testing. - Haiping Ma; Weiyuan Zhou; Xiaoshan Yu 002; Changqian Wang; Shangshang Yang; Limiao Zhang; Xingyi Zhang 001 (SIGIR, 2025)

Spatial-Temporal Analysis of Collective Emotional Resonance in China During Global Health Crisis. - Limiao Zhang; Xinyang Qi; Haiping Ma; Jie Gao 012; Xingyi Zhang 001; Yanqing Hu; Yaochu Jin (WWW, 2025)

CMOMO: a deep multi-objective optimization framework for constrained molecular multi-property optimization. - Xin Xia; Yajie Zhang; Xiangxiang Zeng; Xing-yi Zhang 001; Chun-Hou Zheng 001; Yansen Su (Briefings Bioinform., 2025)

Varied granularity encoding based evolutionary algorithm for multi-objective intensity-modulated radiation therapy optimization. - Langchun Si; Xingyi Zhang 001; Ye Tian 009; Ruifen Cao; Shangshang Yang; Limiao Zhang (Eng. Appl. Artif. Intell., 2025)

Learning states enhanced Knowledge Tracing: Simulating the diversity in real-world learning process. - Shanshan Wang 008; Xueying Zhang; Xun Yang 001; Xing-yi Zhang 001; Keyang Wang (Expert Syst. Appl., 2025)

Adaptive population sizing for multi-population based constrained multi-objective optimization. - Ye Tian 009; Ruiqin Wang; Yajie Zhang; Xingyi Zhang 001 (Neurocomputing, 2025)

A frequent pattern-based coevolutionary framework for multi-component spectral feature selection. - Panpan Zhang; Jing Rong; Ye Tian 009; Yajie Zhang; Shangshang Yang; Xingyi Zhang 001 (Swarm Evol. Comput., 2025)

A dual model-based evolutionary framework for dynamic large-scale sparse multiobjective optimization. - Panpan Zhang; Ru Zhang; Ye Tian 009; Kay Chen Tan; Xingyi Zhang 001 (Swarm Evol. Comput., 2025)

Exploring Invariance Matters for Domain Generalization. - Shanshan Wang 008; Houmeng He; Xun Yang 001; Zhipu Liu; Yuanhong Zhong; Xingyi Zhang 001; Meng Wang 001 (IEEE Trans. Image Process., 2025)

Joint Ability Assessment for Talent Recruitment: A Neural Cognitive Diagnosis Approach. - Haiping Ma; Manwei Li; Chuan Qin 002; Dazhong Shen; Hengshu Zhu; Xingyi Zhang 001; Hui Xiong 001 (ACM Trans. Manag. Inf. Syst., 2025)

Enhancing Graph Structure Learning via Motif-Driven Hypergraph Construction. - Jia-Le Zhao; Xian-Jie Zhang; Xiao Ding; Xingyi Zhang 001; Haifeng Zhang 003 (IEEE Trans. Netw. Sci. Eng., 2025)

A Deep Reinforcement Learning-Based Adaptive Large Neighborhood Search for Capacitated Electric Vehicle Routing Problems. - Chao Wang 039; Mengmeng Cao; Hao Jiang 023; Xiaoshu Xiang; Xing-yi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

An Evolutionary Multitasking Algorithm for Efficient Multiobjective Recommendations. - Ye Tian 009; Luke Ji; Yiwei Hu; Haiping Ma; Le Wu; Xingyi Zhang 001 (IEEE Trans. Artif. Intell., 2025)

Dual-Population Evolution Based Dynamic Constrained Multiobjective Optimization With Discontinuous and Irregular Feasible Regions. - Xiaoxu Jiang; Qingda Chen; Jinliang Ding; Xingyi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Dual-State Personalized Knowledge Tracing With Emotional Incorporation. - Shanshan Wang 008; Fangzheng Yuan; Keyang Wang; Xun Yang 001; Xingyi Zhang 001; Meng Wang 001 (IEEE Trans. Knowl. Data Eng., 2025)

Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization. - Langchun Si; Xingyi Zhang 001; Ye Tian 009; Shangshang Yang; Limiao Zhang; Yaochu Jin (IEEE Trans. Evol. Comput., 2025)

An Efficient Sampling Approach to Offspring Generation for Evolutionary Large-Scale Constrained Multi-Objective Optimization. - Langchun Si; Xingyi Zhang 001; Yajie Zhang; Shangshang Yang; Ye Tian 009 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

A Privacy-Preserving Data Collection Method for Diversified Statistical Analysis. - Hao Jiang 023; Quan Zhou; Dongdong Zhao 001; Shangshang Yang; Wenjian Luo; Xingyi Zhang 001 (CoRR, 2025)

Knowledge Learning-Based Dimensionality Reduction for Solving Large-Scale Sparse Multiobjective Optimization Problems. - Shuai Shao; Ye Tian 009; Yajie Zhang; Xingyi Zhang 001 (IEEE Trans. Cybern., 2025)

FedCD: A Fairness-aware Federated Cognitive Diagnosis Framework. - Shangshang Yang; Jialin Han; Xiaoshan Yu 002; Ziwen Wang 006; Hao Jiang 023; Haiping Ma; Xingyi Zhang 001; Geyong Min (CoRR, 2025)

Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey. - Shuai Shao; Ye Tian 009; Yajie Zhang; Shangshang Yang; Panpan Zhang; Cheng He 001; Xingyi Zhang 001; Yaochu Jin (ACM Comput. Surv., 2025)