Lijia Ma

According to our database, Lijia Ma authored at least 75 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multiobjective Multitasking Optimization With Decomposition-Based Transfer Selection.

Qiuzhen Lin, Zhongjian Wu, Lijia Ma, Maoguo Gong, Jianqiang Li, Carlos A. Coello Coello

IEEE Trans. Cybern., May, 2024

Dynamic Multiobjective Evolutionary Optimization via Knowledge Transfer and Maintenance.

Qiuzhen Lin, Yulong Ye, Lijia Ma, Min Jiang, Kay Chen Tan

IEEE Trans. Syst. Man Cybern. Syst., February, 2024

Learning to Adopt Generative AI.

Lijia Ma, Xingchen Xu, Yumei He, Yong Tan

CoRR, 2024

Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines.

Lijia Ma, Xingchen Xu, Yong Tan

CoRR, 2024

A High-Dimensional Feature Selection Method via Selection and Non-selection Operators and Local Search Mechanism in Particle Swarm Optimization.

Zhouming Zhu, Lingjie Li, Zhijiao Xiao, Songbai Liu, Lijia Ma, Qiuzhen Lin, Zhong Ming

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation.

Xunfeng Wu, Songbai Liu, Junkai Ji, Lijia Ma, Victor C. M. Leung

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

A Cooperative Co-Evolution Algorithm with Variable-Importance Grouping for Large-Scale Optimization.

Yongfeng Li, Yuze Zhang, Lijia Ma, Junkai Ji, Dugang Liu, Victor C. M. Leung, Jianqiang Li

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Intelligent Blocking and Prevention of SARS-CoV-2 Based on Evolutionary Reinforcement Learning.

Chengwei He, Huaping Hong, Lijia Ma, Qingling Zhu, Yuan Bai

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

ERL-TD: Evolutionary Reinforcement Learning Enhanced with Truncated Variance and Distillation Mutation.

Qiuzhen Lin, Yangfan Chen, Lijia Ma, Wei-Neng Chen, Jianqiang Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A survey on Evolutionary Reinforcement Learning algorithms.

Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming, Jianyong Chen

Neurocomputing, November, 2023

A survey of dynamic pickup and delivery problems.

Junchuang Cai, Qingling Zhu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming

Neurocomputing, October, 2023

Influence Maximization in Complex Networks by Using Evolutionary Deep Reinforcement Learning.

Lijia Ma, Zengyang Shao, Xiaocong Li, Qiuzhen Lin, Jianqiang Li, Victor C. M. Leung, Asoke K. Nandi

IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

An adaptive two-stage evolutionary algorithm for large-scale continuous multi-objective optimization.

Qiuzhen Lin, Jun Li, Songbai Liu, Lijia Ma, Jian-Qiang Li, Jianyong Chen

Swarm Evol. Comput., March, 2023

Multiresolution community detection in complex networks by using a decomposition based multiobjective memetic algorithm.

Zengyang Shao, Lijia Ma, Yuan Bai, Shanfeng Wang, Qiuzhen Lin, Jianqiang Li

Memetic Comput., March, 2023

Identifying Phage Sequences From Metagenomic Data Using Deep Neural Network With Word Embedding and Attention Mechanism.

Lijia Ma, Wenwei Deng, Yuan Bai, Zhanwei Du, Minfeng Xiao, Lin Wang, Jianqiang Li, Asoke K. Nandi

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

2022

Enhancing Robustness and Resilience of Multiplex Networks Against Node-Community Cascading Failures.

Lijia Ma, Xiao Zhang, Jianqiang Li, Qiuzhen Lin, Maoguo Gong, Carlos A. Coello Coello, Asoke K. Nandi

IEEE Trans. Syst. Man Cybern. Syst., 2022

SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets.

Lijia Ma, Yuchun Ma, Qiuzhen Lin, Junkai Ji, Carlos A. Coello Coello, Maoguo Gong

IEEE Trans. Emerg. Top. Comput. Intell., 2022

An Ensemble Surrogate-Based Framework for Expensive Multiobjective Evolutionary Optimization.

Qiuzhen Lin, Xunfeng Wu, Lijia Ma, Jianqiang Li, Maoguo Gong, Carlos A. Coello Coello

IEEE Trans. Evol. Comput., 2022

A Memetic Path Planning Algorithm for Unmanned Air/Ground Vehicle Cooperative Detection Systems.

Jianqiang Li, Tao Sun, Xiaopeng Huang, Lijia Ma, Qiuzhen Lin, Jie Chen, Victor C. M. Leung

IEEE Trans Autom. Sci. Eng., 2022

PMCDM: Privacy-preserving multiresolution community detection in multiplex networks.

Zengyang Shao, Lijia Ma, Qiuzhen Lin, Jianqiang Li, Maoguo Gong, Asoke K. Nandi

Knowl. Based Syst., 2022

Multiple source transfer learning for dynamic multiobjective optimization.

Yulong Ye, Qiuzhen Lin, Lijia Ma, Ka-Chun Wong, Maoguo Gong, Carlos A. Coello Coello

Inf. Sci., 2022

Heuristics and metaheuristics for biological network alignment: A review.

Lijia Ma, Zengyang Shao, Lingling Li, Jiaxiang Huang, Shiqiang Wang, Qiuzhen Lin, Jian-Qiang Li, Maoguo Gong, Asoke K. Nandi

Neurocomputing, 2022

Dynamic Network Embedding by Using Sparse Deep Autoencoder.

Huimei Tang, Zengyang Shao, Yutao Zhang, Lijia Ma, Qiuzhen Lin

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

2021

Accuracy Versus Simplification in an Approximate Logic Neural Model.

Junkai Ji, Yajiao Tang, Lijia Ma, Jianqiang Li, Qiuzhen Lin, Zheng Tang, Yuki Todo

IEEE Trans. Neural Networks Learn. Syst., 2021

Multi-Neighborhood Learning for Global Alignment in Biological Networks.

Lijia Ma, Shiqiang Wang, Qiuzhen Lin, Jianqiang Li, Zhuhong You, Jiaxiang Huang, Maoguo Gong

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Multi-objective memetic algorithm for core-periphery structure detection in complex network.

Guo Li, Zexuan Zhu, Lijia Ma, Xiaoliang Ma

Memetic Comput., 2021

Evolutionary Algorithms for Applications of Biological Networks: A Review.

Gufeng Liu, Qunfeng Liu, Lijia Ma, Zengyang Shao

Proceedings of the Intelligent Computing Theories and Application, 2021

Evolution of Cooperation in Signed Networks Under a Cheating Strategy.

Jingkuan Zhang, Zhenguo Liu, Ziwen Hong, Lijia Ma, Yanli Yang, Jianqiang Li

Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

Structural Balance Computation in Signed Networks by Using Multifactorial Discrete Particle Swarm Optimization.

Changlong He, Zengyang Shao, Lijia Ma, Jian-Qiang Li, Tingyi Hu

Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

2020

Network Structure Transmission With Limited Data via Compressed Sensing.

Zhao-Long Hu, Xiao Han, Lijia Ma

IEEE Trans. Netw. Sci. Eng., 2020

Cost-Aware Robust Control of Signed Networks by Using a Memetic Algorithm.

Lijia Ma, Jianqiang Li, Qiuzhen Lin, Maoguo Gong, Carlos A. Coello Coello, Zhong Ming

IEEE Trans. Cybern., 2020

Privacy-Preserving Global Structural Balance Computation in Signed Networks.

Lijia Ma, Xiaopeng Huang, Jianqiang Li, Qiuzhen Lin, Zhuhong You, Maoguo Gong, Victor C. M. Leung

IEEE Trans. Comput. Soc. Syst., 2020

Community-aware dynamic network embedding by using deep autoencoder.

Lijia Ma, Yutao Zhang, Jianqiang Li, Qiuzhen Lin, Qing Bao, Shanfeng Wang, Maoguo Gong

Inf. Sci., 2020

A survey of decomposition approaches in multiobjective evolutionary algorithms.

Jia Wang, Yuchao Su, Qiuzhen Lin, Lijia Ma, Dunwei Gong, Jianqiang Li, Zhong Ming

Neurocomputing, 2020

Match making in complex social networks.

Fubing Mao, Lijia Ma, Qiang He, Gaoxi Xiao

Appl. Math. Comput., 2020

Joint Learning of Embedding-Based Parent Components and Information Diffusion for Social Networks.

Qing Bao, William K. Cheung, Benyun Shi, Hongjun Qiu, Lijia Ma

IEEE Access, 2020

Adaptive Artificial Immune System for Biological Network Alignment.

Shiqiang Wang, Lijia Ma, Xiao Zhang

Proceedings of the Intelligent Computing Theories and Application, 2020

GTCN: Dynamic Network Embedding Based on Graph Temporal Convolution Neural Network.

Zhichao Huang, Jingkuan Zhang, Lijia Ma, Fubing Mao

Proceedings of the Intelligent Computing Theories and Application, 2020

A Two-level Memetic Path Planning Algorithm for Unmanned Air/Ground Vehicle Cooperative Detection Systems.

Lijia Ma, Xiaopeng Huang, Jie Chen, Jianqiang Li, Tao Sun

Proceedings of the 5th International Conference on Advanced Robotics and Mechatronics, 2020

2019

Reliable Link Inference for Network Data With Community Structures.

Lijia Ma, Jianqiang Li, Qiuzhen Lin, Maoguo Gong, Carlos A. Coello Coello, Zhong Ming

IEEE Trans. Cybern., 2019

A novel multi-objective evolutionary algorithm with dynamic decomposition strategy.

Songbai Liu, Qiuzhen Lin, Ka-Chun Wong, Lijia Ma, Carlos A. Coello Coello, Dunwei Gong

Swarm Evol. Comput., 2019

Iterative expectation maximization for reliable social sensing with information flows.

Lijia Ma, Wee Peng Tay, Gaoxi Xiao

Inf. Sci., 2019

On Stability of Multi-Valued Nonlinear Feedback Shift Registers.

Haiyan Wang, Qiuzhen Lin, Jianyong Chen, Jianqiang Li, Jianghua Zhong, Dongdai Lin, Jia Wang, Lijia Ma

Complex., 2019

A hybridized angle-encouragement-based decomposition approach for many-objective optimization problems.

Yuchao Su, Jia Wang, Lijia Ma, Xiaozhou Wang, Qiuzhen Lin, Carlos A. Coello Coello, Jianyong Chen

Appl. Soft Comput., 2019

2018

A Global Network Alignment Method Using Discrete Particle Swarm Optimization.

Jiaxiang Huang, Maoguo Gong, Lijia Ma

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Detecting composite communities in multiplex networks: A multilevel memetic algorithm.

Lijia Ma, Maoguo Gong, Jianan Yan, Wenfeng Liu, Shanfeng Wang

Swarm Evol. Comput., 2018

A two-level learning strategy based memetic algorithm for enhancing community robustness of networks.

Wenfeng Liu, Maoguo Gong, Shanfeng Wang, Lijia Ma

Inf. Sci., 2018

Multiobjective Personalized Recommendation Algorithm Using Extreme Point Guided Evolutionary Computation.

Qiuzhen Lin, Xiaozhou Wang, Bishan Hu, Lijia Ma, Fei Chen, Jianqiang Li, Carlos A. Coello Coello

Complex., 2018

A Novel Many-Objective Optimization Algorithm Based on the Hybrid Angle-Encouragement Decomposition.

Yuchao Su, Jia Wang, Lijia Ma, Xiaozhou Wang, Qiuzhen Lin, Jianyong Chen

Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

Partial Adversarial Domain Adaptation.

Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

A decomposition-based multi-objective optimization for simultaneous balance computation and transformation in signed networks.

Lijia Ma, Maoguo Gong, Jianan Yan, Fuyan Yuan, Haifeng Du

Inf. Sci., 2017

Computational Intelligence for Network Structure Analytics

Maoguo Gong, Qing Cai, Lijia Ma, Shanfeng Wang, Yu Lei

Springer, ISBN: 978-981-10-4557-8, 2017

2016

Global Biological Network Alignment by Using Efficient Memetic Algorithm.

Maoguo Gong, Zhenglin Peng, Lijia Ma, Jiaxiang Huang

IEEE ACM Trans. Comput. Biol. Bioinform., 2016

Optimizing dynamical changes of structural balance in signed network based on memetic algorithm.

Shanfeng Wang, Maoguo Gong, Haifeng Du, Lijia Ma, Qiguang Miao, Wei Du

Soc. Networks, 2016

Influence maximization in social networks based on discrete particle swarm optimization.

Maoguo Gong, Jianan Yan, Bo Shen, Lijia Ma, Qing Cai

Inf. Sci., 2016

A survey on network community detection based on evolutionary computation.

Qing Cai, Lijia Ma, Maoguo Gong, Dayong Tian

Int. J. Bio Inspired Comput., 2016

An Efficient Memetic Algorithm for Influence Maximization in Social Networks.

Maoguo Gong, Chao Song, Chao Duan, Lijia Ma, Bo Shen

IEEE Comput. Intell. Mag., 2016

An efficient shortest path approach for social networks based on community structure.

Maoguo Gong, Guanjun Li, Zhao Wang, Lijia Ma, Dayong Tian

CAAI Trans. Intell. Technol., 2016

Structure optimization based on memetic algorithm for adjusting epidemic threshold on complex networks.

Jianan Yan, Maoguo Gong, Lijia Ma, Shanfeng Wang, Bo Shen

Appl. Soft Comput., 2016

Joint VM-Switch Consolidation for Energy Efficiency in Data Centers.

Lijia Ma, Hai Liu, Yiu-Wing Leung, Xiaowen Chu

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

A memetic algorithm for computing and transforming structural balance in signed networks.

Lijia Ma, Maoguo Gong, Haifeng Du, Bo Shen, Licheng Jiao

Knowl. Based Syst., 2015

Greedy discrete particle swarm optimization for large-scale social network clustering.

Qing Cai, Maoguo Gong, Lijia Ma, Shasha Ruan, Fuyan Yuan, Licheng Jiao

Inf. Sci., 2015

Personalized Recommendation Based on Evolutionary Multi-Objective Optimization [Research Frontier].

Yi Zuo, Maoguo Gong, Jiulin Zeng, Lijia Ma, Licheng Jiao

IEEE Comput. Intell. Mag., 2015

A Novel Clonal Selection Algorithm for Community Detection in Complex Networks.

Qing Cai, Maoguo Gong, Lijia Ma, Licheng Jiao

Comput. Intell., 2015

A particle swarm optimization approach for handling network social balance problem.

Qing Cai, Maoguo Gong, Lijia Ma, Shanfeng Wang, Licheng Jiao, Haifeng Du

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Complex Network Clustering by Multiobjective Discrete Particle Swarm Optimization Based on Decomposition.

Maoguo Gong, Qing Cai, Xiaowei Chen, Lijia Ma

IEEE Trans. Evol. Comput., 2014

Discrete particle swarm optimization for identifying community structures in signed social networks.

Qing Cai, Maoguo Gong, Bo Shen, Lijia Ma, Licheng Jiao

Neural Networks, 2014

Comparative analysis of regulatory information and circuits across distant species Open.

Alan P. Boyle, Carlos L. Araya, Cathleen Brdlik, Philip Cayting, Chao Cheng, Yong Cheng, Kathryn Gardner, LaDeana W. Hillier, Judith Janette, Lixia Jiang, Dionna Kasper, Trupti Kawli, Pouya Kheradpour, Anshul Kundaje, Jingyi Jessica Li, Lijia Ma, Wei Niu, E. Jay Rehm, Joel S. Rozowsky, Matthew Slattery, Rebecca Spokony, Robert Terrell, Dionne Vafeados, Daifeng Wang, Peter Weisdepp, Yi-Chieh Wu, Dan Xie, Koon-Kiu Yan, Elise A. Feingold, Peter J. Good, Michael J. Pazin, Haiyan Huang, Peter J. Bickel, Steven E. Brenner, Valerie Reinke, Robert H. Waterston, Mark Gerstein, Kevin P. White, Manolis Kellis, Michael Snyder

Nat., 2014

Multi-level learning based memetic algorithm for community detection.

Lijia Ma, Maoguo Gong, Jie Liu, Qing Cai, Licheng Jiao

Appl. Soft Comput., 2014

Decomposition based multiobjective evolutionary algorithm for collaborative filtering recommender systems.

Shanfeng Wang, Maoguo Gong, Lijia Ma, Qing Cai, Licheng Jiao

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Deployment optimization of near space airships based on MOEA/D with local search.

Zhao Wang, Maoguo Gong, Qing Cai, Lijia Ma, Licheng Jiao

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Identification of multi-resolution network structures with multi-objective immune algorithm.

Maoguo Gong, Xiaowei Chen, Lijia Ma, Qingfu Zhang, Licheng Jiao

Appl. Soft Comput., 2013

2012

Discovering geometric patterns in genomic data.

Wenxuan Gao, Lijia Ma, Christopher Brown, Matthew Slattery, Philip S. Yu, Robert L. Grossman, Kevin P. White

Proceedings of the ACM International Conference on Bioinformatics, 2012

2009

The YH database: the first Asian diploid genome database.

Guoqing Li, Lijia Ma, Chao Song, Zhentao Yang, Xiulan Wang, Hui Huang, Yingrui Li, Ruiqiang Li, Xiuqing Zhang, Huanming Yang, Jian Wang, Jun Wang

Nucleic Acids Res., 2009

2007

Snap: an integrated SNP annotation platform.

Shengting Li, Lijia Ma, Heng Li, Søren Vang, Yafeng Hu, Lars Bolund, Jun Wang

Nucleic Acids Res., 2007