Xingyi Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 87

Top Topics

Optimization Problems

Routing Problem

Reinforcement Learning

Evolutionary Algorithm

Top Venues

Swarm Evol. Comput.

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Ye Tian, Lianjie Yao, Shuai Shao, Yajie Zhang, Xingyi Zhang
Deep Reinforcement Learning Based Adaptive Environmental Selection for Evolutionary Multi-Objective Optimization. CEC (2024)
Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang
Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach. AAAI (2024)
Ye Tian, Qinghui Zhu, Shuai Shao, Langchun Si, Xingyi Zhang
A Deep Reinforcement Learning Assisted Heuristic for Solving Traveling Salesman Problems. CEC (2024)
Shanshan Wang, Zhen Zeng, Xun Yang, Ke Xu, Xingyi Zhang
Boosting Neural Cognitive Diagnosis with Student's Affective State Modeling. AAAI (2024)
Shanshan Wang, Hao Zhou, Xun Yang, Zhenwei He, Mengzhu Wang, Xingyi Zhang, Meng Wang
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation. CoRR (2024)
Haiping Ma, Yong Yang, Chuan Qin, Xiaoshan Yu, Shangshang Yang, Xingyi Zhang, Hengshu Zhu
HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection. WWW (2024)
Xin Xia, Yiping Liu, Chunhou Zheng, Xingyi Zhang, Qingwen Wu, Xin Gao, Xiangxiang Zeng, Yansen Su
Evolutionary Multiobjective Molecule Optimization in an Implicit Chemical Space. J. Chem. Inf. Model. 64 (13) (2024)
Ye Tian, Yaopei Guang, Langchun Si, Ruifen Cao, Xi Pei, Xingyi Zhang
Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Qijun Wang, Yong Liu, Ke Xu, Yanni Dong, Fan Cheng, Ye Tian, Bo Du, Xingyi Zhang
Multi-objective evolutionary multi-tasking band selection algorithm for hyperspectral image classification. Swarm Evol. Comput. 90 (2024)
Shanshan Wang, Fangzheng Yuan, Keyang Wang, Xun Yang, Xingyi Zhang, Meng Wang
Dual-State Personalized Knowledge Tracing with Emotional Incorporation. CoRR (2024)
Hao Jiang, Yanhui Tong, Bowen Song, Chao Wang, Jiahang Li, Qi Liu, Xingyi Zhang
A robustness division based multi-population evolutionary algorithm for solving vehicle routing problems with uncertain demand. Eng. Appl. Artif. Intell. 133 (2024)
Dayu Tan, Yansen Su, Xin Peng, Hongtian Chen, Chunhou Zheng, Xingyi Zhang, Weimin Zhong
Large-Scale Data-Driven Optimization in Deep Modeling With an Intelligent Decision-Making Mechanism. IEEE Trans. Cybern. 54 (5) (2024)
Ke Xu, Zhongcheng Li, Shanshan Wang, Xingyi Zhang
PTMQ: Post-training Multi-Bit Quantization of Neural Networks. AAAI (2024)
Limiao Zhang, Ran Wang, Ye Tian, Xingyi Zhang
Attacking Evolutionary Algorithms via SparseEA. ICSI (1) (2024)
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu, Hui Xiong
RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Shangshang Yang, Haiping Ma, Hengshu Zhu, Xingyi Zhang
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes. CoRR (2024)
Xiao Ding, Haifeng Zhang, Chuang Ma, Xingyi Zhang, Kai Zhong
User Identification Across Multiple Social Networks Based on Naive Bayes Model. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Hao Jiang, Kang Chou, Ye Tian, Xingyi Zhang, Yaochu Jin
Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems. IEEE Trans. Cybern. 54 (7) (2024)
Yajie Zhang, Chengming Wu, Ye Tian, Xingyi Zhang
A co-evolutionary algorithm based on sparsity clustering for sparse large-scale multi-objective optimization. Eng. Appl. Artif. Intell. 133 (2024)
Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. CoRR (2024)
Shangshang Yang, Xiangkun Sun, Ke Xu, Yuanchao Liu, Ye Tian, Xingyi Zhang
Hybrid Architecture-Based Evolutionary Robust Neural Architecture Search. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Shanshan Wang, Ying Hu, Xun Yang, Zhongzhou Zhang, Keyang Wang, Xingyi Zhang
Personalized Forgetting Mechanism with Concept-Driven Knowledge Tracing. CoRR (2024)
Panpan Zhang, Ye Tian, Yajie Zhang, Xingyi Zhang
A problem knowledge driven bi-population cooperative framework for time-varying ratio error estimation of voltage transformers. Swarm Evol. Comput. 89 (2024)
Yajie Zhang, Hao Jiang, Ye Tian, Haiping Ma, Xingyi Zhang
Multigranularity Surrogate Modeling for Evolutionary Multiobjective Optimization With Expensive Constraints. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Shangshang Yang, Haiping Ma, Hengshu Zhu, Xingyi Zhang
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes. KDD (2024)
Ye Tian, Shuai Shao, Guohui Xie, Xingyi Zhang
A multi-granularity clustering based evolutionary algorithm for large-scale sparse multi-objective optimization. Swarm Evol. Comput. 84 (2024)
Ye Tian, Weixin Wang, Shangshang Yang, Panpan Zhang, Xingyi Zhang
Multi-Agent Reinforcement Learning with Asymmetric Representation Assisted by Multi-Objective Evolutionary Algorithms. CEC (2024)
Ruifen Cao, Xuesong Li, Wei Chen, Chao Wang, Langchun Si, Xi Pei, Xingyi Zhang
An adaptive conjugate gradient accelerated evolutionary algorithm for multi-objective spot optimization in cancer intensity modulated proton therapy. Appl. Soft Comput. 151 (2024)
Chao Wang, Huitao Huang, Xingyi Zhang
Growing Neural Gas Network for Offspring Generation in Evolutionary Constrained Multi-Objective Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Ye Tian, Jiaxing Hu, Cheng He, Haiping Ma, Limiao Zhang, Xingyi Zhang
A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization. Swarm Evol. Comput. 80 (2023)
Shuai Shao, Ye Tian, Xingyi Zhang
A Non-uniform Clustering Based Evolutionary Algorithm for Solving Large-Scale Sparse Multi-objective Optimization Problems. BIC-TA (1) (2023)
Wen Hu, Xin Xia, Xiao Ding, Xingyi Zhang, Kai Zhong, Haifeng Zhang
SMPC-Ranking: A Privacy-Preserving Method on Identifying Influential Nodes in Multiple Private Networks. IEEE Trans. Syst. Man Cybern. Syst. 53 (5) (2023)
Shangshang Yang, Haoyu Wei, Haiping Ma, Ye Tian, Xingyi Zhang, Yunbo Cao, Yaochu Jin
Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Pei Wang, Yun Yang, Yuelong Xia, Kun Wang, Xingyi Zhang, Song Wang
Information Maximizing Adaptation Network With Label Distribution Priors for Unsupervised Domain Adaptation. IEEE Trans. Multim. 25 (2023)
Shanshan Wang, Yiyang Chen, Zhenwei He, Xun Yang, Mengzhu Wang, Quanzeng You, Xingyi Zhang
Disentangled Representation Learning with Causality for Unsupervised Domain Adaptation. ACM Multimedia (2023)
Qijun Wang, Chaoping Song, Yanni Dong, Fan Cheng, Lyuyang Tong, Bo Du, Xingyi Zhang
Unsupervised Hyperspectral Band Selection via Structure-Conserved and Neighborhood-Grouped Evolutionary Algorithm. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shanshan Wang, Zhen Zeng, Xun Yang, Xingyi Zhang
Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis. AAAI (2023)
Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang
Enhancing Cognitive Diagnosis using Un-interacted Exercises: A Collaboration-aware Mixed Sampling Approach. CoRR (2023)
Haifeng Zhang, Xiao-Jing Ma, Jing Wang, Xingyi Zhang, Donghui Pan, Kai Zhong
Privacy-Preserving Link Prediction in Multiple Private Networks. IEEE Trans. Comput. Soc. Syst. 10 (2) (2023)
Zhuanlian Ding, Lve Cao, Lei Chen, Dengdi Sun, Xingyi Zhang, Zhifu Tao
Large-scale multimodal multiobjective evolutionary optimization based on hybrid hierarchical clustering. Knowl. Based Syst. 266 (2023)
Jianfeng Qiu, Shengda Shu, Qiangqiang Zhang, Chao Wang, Fan Cheng, Xingyi Zhang
Convex-hull based robust evolutionary optimization approach for ROC maximization under label noise. Appl. Soft Comput. 146 (2023)
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. NeurIPS (2023)
Shanshan Wang, Lei Zhang, Pichao Wang, Mengzhu Wang, Xingyi Zhang
BP-triplet net for unsupervised domain adaptation: A Bayesian perspective. Pattern Recognit. 133 (2023)
Jianhua Xiao, Jingguo Du, Zhiguang Cao, Xingyi Zhang, Yunyun Niu
A diversity-enhanced memetic algorithm for solving electric vehicle routing problems with time windows and mixed backhauls. Appl. Soft Comput. 134 (2023)
Lei Zhang, Yutong Liu, Haipeng Yang, Fan Cheng, Qi Liu, Xingyi Zhang
Overlapping community-based particle swarm optimization algorithm for influence maximization in social networks. CAAI Trans. Intell. Technol. 8 (3) (2023)
Lei Zhang, Haipeng Yang, Shangshang Yang, Xingyi Zhang
A Macro-Micro Population-Based Co-Evolutionary Multi-Objective Algorithm for Community Detection in Complex Networks [Research Frontier]. IEEE Comput. Intell. Mag. 18 (3) (2023)
Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. ICDM (2023)
Ye Tian, Weijian Zhu, Xingyi Zhang, Yaochu Jin
A practical tutorial on solving optimization problems via PlatEMO. Neurocomputing 518 (2023)
Ye Tian, Xiaopeng Li, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Luchen Wang, Ye Tian, Xiaoshu Xiang, Xingyi Zhang
Optimizing Large-Scale Distribution Center Locations During the COVID-19 Quarantine. CEC (2023)
Chao Wang, Rongrong Liu, Yansen Su, Xingyi Zhang
Accelerating Two-Phase Multiobjective Evolutionary Algorithm for Electric Location-Routing Problems. IEEE Trans. Intell. Transp. Syst. 24 (9) (2023)
Shuhuan Liu, Xiaoshan Yu, Haiping Ma, Ziwen Wang, Chuan Qin, Xingyi Zhang
Homogeneous Cohort-Aware Group Cognitive Diagnosis: A Multi-grained Modeling Perspective. CIKM (2023)
Xingyi Zhang, Ran Cheng, Liang Feng, Yaochu Jin
Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial]. IEEE Comput. Intell. Mag. 18 (2) (2023)
Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang
EQ-Net: Elastic Quantization Neural Networks. CoRR (2023)
Yajie Zhang, Ye Tian, Hao Jiang, Xingyi Zhang, Yaochu Jin
Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimization. Inf. Sci. 648 (2023)
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. CoRR (2023)
Ye Tian, Langchun Si, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Local Model-Based Pareto Front Estimation for Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 53 (1) (2023)
Shangshang Yang, Haiping Ma, Cheng Zhen, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi Zhang
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search. CoRR (2023)
Xiaoshu Xiang, Ling Wu, Haiping Ma, Xingyi Zhang
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) (2023)
Ye Tian, Jingwen Pan, Shangshang Yang, Xingyi Zhang, Shuping He, Yaochu Jin
Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm. IEEE Trans. Artif. Intell. 4 (2) (2023)
Xingyi Zhang, Ran Cheng, Yaochu Jin, Bernhard Sendhoff
Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications. IEEE Trans. Evol. Comput. 27 (3) (2023)
Ye Tian, Yajie Zhang, Yansen Su, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization. IEEE Trans. Cybern. 52 (9) (2022)
Dengdi Sun, Dashuang Li, Zhuanlian Ding, Xingyi Zhang, Jin Tang
A2AE: Towards adaptive multi-view graph representation learning via all-to-all graph autoencoder architecture. Appl. Soft Comput. 125 (2022)
Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang
Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation. IEEE Trans. Cogn. Dev. Syst. 14 (4) (2022)
Ye Tian, Haowen Chen, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization. IEEE CAA J. Autom. Sinica 9 (10) (2022)
Yun Yang, Yuanyuan Hu, Xingyi Zhang, Song Wang
Two-Stage Selective Ensemble of CNN via Deep Tree Training for Medical Image Classification. IEEE Trans. Cybern. 52 (9) (2022)
Ye Tian, Chang Lu, Xingyi Zhang, Fan Cheng, Yaochu Jin
A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. IEEE Trans. Cybern. 52 (7) (2022)
Chao Wang, Ziqiong Wang, Ye Tian, Xingyi Zhang, Jianhua Xiao
A Dual-Population Based Evolutionary Algorithm for Multi-Objective Location Problem Under Uncertainty of Facilities. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Ye Tian, Shichen Peng, Shangshang Yang, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Action Command Encoding for Surrogate-Assisted Neural Architecture Search. IEEE Trans. Cogn. Dev. Syst. 14 (3) (2022)
Ye Tian, Haowen Chen, Xiaoshu Xiang, Hao Jiang, Xingyi Zhang
A Comparative Study on Evolutionary Algorithms and Mathematical Programming Methods for Continuous Optimization. CEC (2022)
Xiaoshu Xiang, Ye Tian, Xingyi Zhang, Jianhua Xiao, Yaochu Jin
A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Qijun Wang, Ping Liu, Lei Zhang, Fan Cheng, Jianfeng Qiu, Xingyi Zhang
Rate-distortion optimal evolutionary algorithm for JPEG quantization with multiple rates. Knowl. Based Syst. 244 (2022)
Ye Tian, Yuandong Feng, Chao Wang, Ruifen Cao, Xingyi Zhang, Xi Pei, Kay Chen Tan, Yaochu Jin
A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning. IEEE Trans. Evol. Comput. 26 (6) (2022)
Haiping Ma, Jingyuan Wang, Hengshu Zhu, Xin Xia, Haifeng Zhang, Xingyi Zhang, Lei Zhang
Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach. IJCAI (2022)
Zhuanlian Ding, Lei Chen, Dengdi Sun, Xingyi Zhang
A multi-stage knowledge-guided evolutionary algorithm for large-scale sparse multi-objective optimization problems. Swarm Evol. Comput. 73 (2022)
Shangshang Yang, Ye Tian, Cheng He, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Haiping Ma, Manwei Li, Le Wu, Haifeng Zhang, Yunbo Cao, Xingyi Zhang, Xuemin Zhao
Knowledge-Sensed Cognitive Diagnosis for Intelligent Education Platforms. CIKM (2022)
Fan Cheng, Congcong Zhang, Xingyi Zhang
An Evolutionary Multitasking Method for Multiclass Classification. IEEE Comput. Intell. Mag. 17 (4) (2022)
Xiao Ding, Chuang Ma, Xingyi Zhang, Han-Shuang Chen, Hai-Feng Zhang
SOIDP: Predicting Interlayer Links in Multiplex Networks. IEEE Trans. Comput. Soc. Syst. 9 (4) (2022)
Hao Jiang, Fei Zhan, Congtao Wang, Jianfeng Qiu, Yansen Su, Chunhou Zheng, Xingyi Zhang, Xiangxiang Zeng
A Robust Algorithm Based on Link Label Propagation for Identifying Functional Modules From Protein-Protein Interaction Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Ke Xu, Qiantai Feng, Xingyi Zhang, Dong Wang
MultiQuant: Training Once for Multi-bit Quantization of Neural Networks. IJCAI (2022)
Ye Tian, Maihai Sun, Shangshang Yang, Xingyi Zhang
Tagging Metaheuristics with Problem-Oriented Labels for Non-Expert Users. SSCI (2022)
Haiping Ma, Jinwei Zhu, Shangshang Yang, Qi Liu, Haifeng Zhang, Xingyi Zhang, Yunbo Cao, Xuemin Zhao
A Prerequisite Attention Model for Knowledge Proficiency Diagnosis of Students. CIKM (2022)
Xiaoshu Xiang, Ye Tian, Ran Cheng, Xingyi Zhang, Shengxiang Yang, Yaochu Jin
A benchmark generator for online dynamic single-objective and multi-objective optimization problems. Inf. Sci. 613 (2022)
Yansen Su, Zhongxiang Jin, Ye Tian, Xingyi Zhang, Kay Chen Tan
Comparing the Performance of Evolutionary Algorithms for Sparse Multi-Objective Optimization via a Comprehensive Indicator [Research Frontier]. IEEE Comput. Intell. Mag. 17 (3) (2022)
Shanshan Wang, Zhen Zeng, Xun Yang, Xingyi Zhang
Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis. CoRR (2022)
Hao Jiang, Mengxin Lu, Ye Tian, Jianfeng Qiu, Xingyi Zhang
An evolutionary algorithm for solving Capacitated Vehicle Routing Problems by using local information. Appl. Soft Comput. 117 (2022)