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Xingyi Zhang 0001
Xing-yi Zhang 0001
Person information
- affiliation: Anhui University, School of Computer Science and Technology, Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Hefei, China
- affiliation (PhD 2009): Huazhong University of Science and Technology, Wuhan, China
Other persons with the same name
- Xingyi Zhang — disambiguation page
- Xingyi Zhang 0002
— Shanghai General Hospital Affiliated to Shanghai Jiaotong University, China (and 1 more)
- Xingyi Zhang 0003
— Chinese University of Hong Kong, Department of Systems Engineering and Engineering Management, Hong Kong
- Xingyi Zhang 0004 — Fudan University, Research Center of Synchrotron Radiation, Shanghai, China
- Xingyi Zhang 0005 — National University of Defense Technology, Institute of Information and Communication, Xi'an, China
- Xingyi Zhang 0006 — Soochow University, Business School, Suzhou, China
- Xingyi Zhang 0007 — Chinese Academy of Sciences, Northeast Institute of Geography and Agroecology, Harbin, China
- Xingyi Zhang 0008
— Yunnan Power Grid Co., Ltd., China
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2020 – today
- 2025
- [j142]Ye Tian, Ruiqin Wang, Yajie Zhang, Xingyi Zhang
:
Adaptive population sizing for multi-population based constrained multi-objective optimization. Neurocomputing 621: 129296 (2025) - [j141]Chao Wang, Mengmeng Cao, Hao Jiang, Xiaoshu Xiang, Xing-yi Zhang:
A Deep Reinforcement Learning-Based Adaptive Large Neighborhood Search for Capacitated Electric Vehicle Routing Problems. IEEE Trans. Emerg. Top. Comput. Intell. 9(1): 131-144 (2025) - 2024
- [j140]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: 111177 (2024) - [j139]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: 108004 (2024) - [j138]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: 108194 (2024) - [j137]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): 5161-5174 (2024) - [j136]Shanshan Wang, Qian Xiao, Keyang Wang, Xun Yang, Xingyi Zhang:
Mutual-weighted feature disentanglement for unsupervised domain adaptation. Multim. Syst. 30(6): 308 (2024) - [j135]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: 101453 (2024) - [j134]Shuai Shao, Ye Tian
, Xing-yi Zhang:
Deep reinforcement learning assisted automated guiding vector selection for large-scale sparse multi-objective optimization. Swarm Evol. Comput. 88: 101606 (2024) - [j133]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: 101628 (2024) - [j132]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: 101665 (2024) - [j131]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): 2798-2810 (2024) - [j130]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): 4335-4347 (2024) - [j129]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): 576-590 (2024) - [j128]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): 1388-1401 (2024) - [j127]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): 2919-2934 (2024) - [j126]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): 3429-3442 (2024) - [j125]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): 2956-2968 (2024) - [j124]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): 4274-4285 (2024) - [j123]Haifeng Zhang
, Guojing Ren
, Xiao Ding
, Li Zhou
, Xing-yi Zhang
:
Collaborative Cross-Network Embedding Framework for Network Alignment. IEEE Trans. Netw. Sci. Eng. 11(3): 2989-3001 (2024) - [j122]Zhuanlian Ding
, Lei Chen
, Dengdi Sun
, Xingyi Zhang
, Wei Liu:
Efficient Sparse Large-Scale Multiobjective Optimization Based on Cross-Scale Knowledge Fusion. IEEE Trans. Syst. Man Cybern. Syst. 54(11): 6989-7001 (2024) - [c50]Shanshan Wang, Zhen Zeng, Xun Yang, Ke Xu, Xingyi Zhang:
Boosting Neural Cognitive Diagnosis with Student's Affective State Modeling. AAAI 2024: 620-627 - [c49]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: 8877-8885 - [c48]Ke Xu, Zhongcheng Li, Shanshan Wang, Xingyi Zhang:
PTMQ: Post-training Multi-Bit Quantization of Neural Networks. AAAI 2024: 16193-16201 - [c47]Ye Tian, Lianjie Yao, Shuai Shao, Yajie Zhang, Xingyi Zhang:
Deep Reinforcement Learning Based Adaptive Environmental Selection for Evolutionary Multi-Objective Optimization. CEC 2024: 1-8 - [c46]Ye Tian, Qinghui Zhu, Shuai Shao, Langchun Si, Xingyi Zhang:
A Deep Reinforcement Learning Assisted Heuristic for Solving Traveling Salesman Problems. CEC 2024: 1-8 - [c45]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: 1-8 - [c44]Haiping Ma, Siyu Song, Chuan Qin, Xiaoshan Yu, Limiao Zhang, Xingyi Zhang, Hengshu Zhu:
DGCD: An Adaptive Denoising GNN for Group-level Cognitive Diagnosis. IJCAI 2024: 2261-2269 - [c43]Shanshan Wang, Minbin Hu, Xingyi Zhang:
Self-Training with Contrastive Learning for Adversarial Domain Adaptation. IJCNN 2024: 1-8 - [c42]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: 4047-4058 - [c41]Shanshan Wang
, ALuSi
, Xun Yang
, Ke Xu
, Huibin Tan
, Xingyi Zhang
:
Dual-stream Feature Augmentation for Domain Generalization. ACM Multimedia 2024: 1111-1119 - [c40]Shangshang Yang, Mingyang Chen, Ziwen Wang, Xiaoshan Yu, Panpan Zhang, Haiping Ma, Xingyi Zhang:
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis. NeurIPS 2024 - [c39]Limiao Zhang
, Ran Wang, Ye Tian
, Xingyi Zhang
:
Attacking Evolutionary Algorithms via SparseEA. ICSI (1) 2024: 300-312 - [c38]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: 4479-4488 - [i18]Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu:
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. CoRR abs/2401.10749 (2024) - [i17]Shanshan Wang, Ying Hu, Xun Yang, Zhongzhou Zhang, Keyang Wang, Xingyi Zhang:
Personalized Forgetting Mechanism with Concept-Driven Knowledge Tracing. CoRR abs/2404.12127 (2024) - [i16]Shanshan Wang, Fangzheng Yuan, Keyang Wang, Xun Yang, Xingyi Zhang, Meng Wang:
Dual-State Personalized Knowledge Tracing with Emotional Incorporation. CoRR abs/2405.16799 (2024) - [i15]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 abs/2405.17774 (2024) - [i14]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 abs/2406.12465 (2024) - [i13]Shanshan Wang, ALuSi, Xun Yang, Ke Xu, Huibin Tan, Xingyi Zhang:
Dual-stream Feature Augmentation for Domain Generalization. CoRR abs/2409.04699 (2024) - [i12]Xiaoshan Yu, Chuan Qin, Qi Zhang, Chen Zhu, Haiping Ma, Xingyi Zhang, Hengshu Zhu:
DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation. CoRR abs/2410.07671 (2024) - [i11]Shangshang Yang, Mingyang Chen, Ziwen Wang, Xiaoshan Yu, Panpan Zhang, Haiping Ma, Xingyi Zhang:
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis. CoRR abs/2410.17564 (2024) - [i10]Xin Xia, Ya-Jie Zhang, Xiangxiang Zeng, Xingyi Zhang, Chun-Hou Zheng, Yansen Su:
Balancing property optimization and constraint satisfaction for constrained multi-property molecular optimization. CoRR abs/2411.15183 (2024) - 2023
- [j121]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: 110025 (2023) - [j120]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: 110651 (2023) - [j119]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): 893-913 (2023) - [j118]Xingyi Zhang, Ran Cheng, Liang Feng, Yaochu Jin:
Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial]. IEEE Comput. Intell. Mag. 18(2): 16-17 (2023) - [j117]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): 69-86 (2023) - [j116]Ye Tian, Yuandong Feng, Xingyi Zhang, Changyin Sun:
A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization. IEEE CAA J. Autom. Sinica 10(4): 1048-1063 (2023) - [j115]Ye Tian, Weijian Zhu, Xingyi Zhang, Yaochu Jin
:
A practical tutorial on solving optimization problems via PlatEMO. Neurocomputing 518: 190-205 (2023) - [j114]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: 119547 (2023) - [j113]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: 110398 (2023) - [j112]Shanshan Wang, Lei Zhang
, Pichao Wang
, Mengzhu Wang, Xingyi Zhang:
BP-triplet net for unsupervised domain adaptation: A Bayesian perspective. Pattern Recognit. 133: 108993 (2023) - [j111]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: 101323 (2023) - [j110]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): 268-281 (2023) - [j109]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): 538-550 (2023) - [j108]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): 398-400 (2023) - [j107]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): 829-844 (2023) - [j106]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): 1051-1064 (2023) - [j105]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: 1-19 (2023) - [j104]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): 9121-9136 (2023) - [j103]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: 6026-6039 (2023) - [j102]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): 623-634 (2023) - [j101]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): 2971-2982 (2023) - [c37]Shanshan Wang, Zhen Zeng, Xun Yang, Xingyi Zhang:
Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis. AAAI 2023: 110-118 - [c36]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: 103-116 - [c35]Luchen Wang, Ye Tian, Xiaoshu Xiang, Xingyi Zhang:
Optimizing Large-Scale Distribution Center Locations During the COVID-19 Quarantine. CEC 2023: 1-8 - [c34]Chengmin Wu, Ye Tian, Yajie Zhang, Hao Jiang, Xing-yi Zhang:
A Sparsity-Guided Elitism Co-Evolutionary Framework for Sparse Large-Scale Multi-Objective Optimization. CEC 2023: 1-8 - [c33]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: 4094-4098 - [c32]Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang:
EQ-Net: Elastic Quantization Neural Networks. ICCV 2023: 1505-1514 - [c31]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: 858-867 - [c30]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: 2918-2926 - [c29]Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang:
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. NeurIPS 2023 - [c28]Haiyue Zhu, Qingda Chen, Jinliang Ding, Xingyi Zhang, Hongfeng Wang:
Parameter-Adaptive Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization Algorithm. SSCI 2023: 470-475 - [c27]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: 438-451 - [i9]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 abs/2307.04429 (2023) - [i8]Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang:
EQ-Net: Elastic Quantization Neural Networks. CoRR abs/2308.07650 (2023) - [i7]Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang:
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. CoRR abs/2310.01180 (2023) - [i6]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 abs/2312.10110 (2023) - 2022
- [j100]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: 108431 (2022) - [j99]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: 109193 (2022) - [j98]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): 34-53 (2022) - [j97]Fan Cheng
, Congcong Zhang, Xingyi Zhang
:
An Evolutionary Multitasking Method for Multiclass Classification. IEEE Comput. Intell. Mag. 17(4): 54-69 (2022) - [j96]Ye Tian, Langchun Si, Xingyi Zhang, Ran Cheng
, Cheng He
, Kay Chen Tan
, Yaochu Jin
:
Evolutionary Large-Scale Multi-Objective Optimization: A Survey. ACM Comput. Surv. 54(8): 174:1-174:34 (2022) - [j95]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): 1801-1817 (2022) - [j94]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: 591-608 (2022) - [j93]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: 108500 (2022) - [j92]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: 101119 (2022) - [j91]Yan Wang, Zhao-hong Jia, Xing-yi Zhang:
A hybrid meta-heuristic for the flexible flow shop scheduling with blocking. Swarm Evol. Comput. 75: 101195 (2022) - [j90]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): 1129-1142 (2022) - [j89]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): 1778-1792 (2022) - [j88]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): 1435-1448 (2022) - [j87]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): 997-1007 (2022) - [j86]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): 6784-6797 (2022) - [j85]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): 9194-9207 (2022) - [j84]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): 9559-9572 (2022) - [j83]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): 1511-1525 (2022) - [j82]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): 5275-5286 (2022) - [j81]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): 7692-7707 (2022) - [j80]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): 4861-4875 (2022) - [c26]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: 1-8 - [c25]Haiping Ma, Manwei Li, Le Wu, Haifeng Zhang, Yunbo Cao, Xingyi Zhang, Xuemin Zhao:
Knowledge-Sensed Cognitive Diagnosis for Intelligent Education Platforms. CIKM 2022: 1451-1460 - [c24]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: 4304-4308 - [c23]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: 2174-2181 - [c22]Ke Xu
, Qiantai Feng, Xingyi Zhang, Dong Wang:
MultiQuant: Training Once for Multi-bit Quantization of Neural Networks. IJCAI 2022: 3629-3635 - [c21]Ye Tian, Maihai Sun, Shangshang Yang, Xingyi Zhang:
Tagging Metaheuristics with Problem-Oriented Labels for Non-Expert Users. SSCI 2022: 6-13 - [i5]Shanshan Wang, Zhen Zeng, Xun Yang, Xingyi Zhang:
Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis. CoRR abs/2210.08169 (2022) - 2021
- [j79]