Lijia Ma

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 64

Top Topics

Memetic Algorithm

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Chengwei He, Huaping Hong, Lijia Ma, Qingling Zhu, Yuan Bai
Intelligent Blocking and Prevention of SARS-CoV-2 Based on Evolutionary Reinforcement Learning. CEC (2024)
Qiuzhen Lin, Yulong Ye, Lijia Ma, Min Jiang, Kay Chen Tan
Dynamic Multiobjective Evolutionary Optimization via Knowledge Transfer and Maintenance. IEEE Trans. Syst. Man Cybern. Syst. 54 (2) (2024)
Lijia Ma, Xingchen Xu, Yong Tan
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines. CoRR (2024)
Qiuzhen Lin, Yangfan Chen, Lijia Ma, Wei-Neng Chen, Jianqiang Li
ERL-TD: Evolutionary Reinforcement Learning Enhanced with Truncated Variance and Distillation Mutation. AAAI (2024)
Xunfeng Wu, Songbai Liu, Junkai Ji, Lijia Ma, Victor C. M. Leung
A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation. CEC (2024)
Yongfeng Li, Yuze Zhang, Lijia Ma, Junkai Ji, Dugang Liu, Victor C. M. Leung, Jianqiang Li
A Cooperative Co-Evolution Algorithm with Variable-Importance Grouping for Large-Scale Optimization. CEC (2024)
Qiuzhen Lin, Zhongjian Wu, Lijia Ma, Maoguo Gong, Jianqiang Li, Carlos A. Coello Coello
Multiobjective Multitasking Optimization With Decomposition-Based Transfer Selection. IEEE Trans. Cybern. 54 (5) (2024)
Zhouming Zhu, Lingjie Li, Zhijiao Xiao, Songbai Liu, Lijia Ma, Qiuzhen Lin, Zhong Ming
A High-Dimensional Feature Selection Method via Selection and Non-selection Operators and Local Search Mechanism in Particle Swarm Optimization. ICIC (2) (2024)
Lijia Ma, Zengyang Shao, Xiaocong Li, Qiuzhen Lin, Jianqiang Li, Victor C. M. Leung, Asoke K. Nandi
Influence Maximization in Complex Networks by Using Evolutionary Deep Reinforcement Learning. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Junchuang Cai, Qingling Zhu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming
A survey of dynamic pickup and delivery problems. Neurocomputing 554 (2023)
Qiuzhen Lin, Jun Li, Songbai Liu, Lijia Ma, Jian-Qiang Li, Jianyong Chen
An adaptive two-stage evolutionary algorithm for large-scale continuous multi-objective optimization. Swarm Evol. Comput. 77 (2023)
Zengyang Shao, Lijia Ma, Yuan Bai, Shanfeng Wang, Qiuzhen Lin, Jianqiang Li
Multiresolution community detection in complex networks by using a decomposition based multiobjective memetic algorithm. Memetic Comput. 15 (1) (2023)
Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming, Jianyong Chen
A survey on Evolutionary Reinforcement Learning algorithms. Neurocomputing 556 (2023)
Lijia Ma, Wenwei Deng, Yuan Bai, Zhanwei Du, Minfeng Xiao, Lin Wang, Jianqiang Li, Asoke K. Nandi
Identifying Phage Sequences From Metagenomic Data Using Deep Neural Network With Word Embedding and Attention Mechanism. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (6) (2023)
Lijia Ma, Yuchun Ma, Qiuzhen Lin, Junkai Ji, Carlos A. Coello Coello, Maoguo Gong
SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets. IEEE Trans. Emerg. Top. Comput. Intell. 6 (1) (2022)
Jianqiang Li, Tao Sun, Xiaopeng Huang, Lijia Ma, Qiuzhen Lin, Jie Chen, Victor C. M. Leung
A Memetic Path Planning Algorithm for Unmanned Air/Ground Vehicle Cooperative Detection Systems. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Qiuzhen Lin, Xunfeng Wu, Lijia Ma, Jianqiang Li, Maoguo Gong, Carlos A. Coello Coello
An Ensemble Surrogate-Based Framework for Expensive Multiobjective Evolutionary Optimization. IEEE Trans. Evol. Comput. 26 (4) (2022)
Yulong Ye, Qiuzhen Lin, Lijia Ma, Ka-Chun Wong, Maoguo Gong, Carlos A. Coello Coello
Multiple source transfer learning for dynamic multiobjective optimization. Inf. Sci. 607 (2022)
Lijia Ma, Xiao Zhang, Jianqiang Li, Qiuzhen Lin, Maoguo Gong, Carlos A. Coello Coello, Asoke K. Nandi
Enhancing Robustness and Resilience of Multiplex Networks Against Node-Community Cascading Failures. IEEE Trans. Syst. Man Cybern. Syst. 52 (6) (2022)
Huimei Tang, Zengyang Shao, Yutao Zhang, Lijia Ma, Qiuzhen Lin
Dynamic Network Embedding by Using Sparse Deep Autoencoder. CICAI (3) (2022)
Zengyang Shao, Lijia Ma, Qiuzhen Lin, Jianqiang Li, Maoguo Gong, Asoke K. Nandi
PMCDM: Privacy-preserving multiresolution community detection in multiplex networks. Knowl. Based Syst. 244 (2022)
Lijia Ma, Zengyang Shao, Lingling Li, Jiaxiang Huang, Shiqiang Wang, Qiuzhen Lin, Jian-Qiang Li, Maoguo Gong, Asoke K. Nandi
Heuristics and metaheuristics for biological network alignment: A review. Neurocomputing 491 (2022)
Lijia Ma, Shiqiang Wang, Qiuzhen Lin, Jianqiang Li, Zhuhong You, Jiaxiang Huang, Maoguo Gong
Multi-Neighborhood Learning for Global Alignment in Biological Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Changlong He, Zengyang Shao, Lijia Ma, Jian-Qiang Li, Tingyi Hu
Structural Balance Computation in Signed Networks by Using Multifactorial Discrete Particle Swarm Optimization. CCIS (2021)
Gufeng Liu, Qunfeng Liu, Lijia Ma, Zengyang Shao
Evolutionary Algorithms for Applications of Biological Networks: A Review. ICIC (1) (2021)
Guo Li, Zexuan Zhu, Lijia Ma, Xiaoliang Ma
Multi-objective memetic algorithm for core-periphery structure detection in complex network. Memetic Comput. 13 (3) (2021)
Junkai Ji, Yajiao Tang, Lijia Ma, Jianqiang Li, Qiuzhen Lin, Zheng Tang, Yuki Todo
Accuracy Versus Simplification in an Approximate Logic Neural Model. IEEE Trans. Neural Networks Learn. Syst. 32 (11) (2021)
Jingkuan Zhang, Zhenguo Liu, Ziwen Hong, Lijia Ma, Yanli Yang, Jianqiang Li
Evolution of Cooperation in Signed Networks Under a Cheating Strategy. CCIS (2021)
Lijia Ma, Xiaopeng Huang, Jianqiang Li, Qiuzhen Lin, Zhuhong You, Maoguo Gong, Victor C. M. Leung
Privacy-Preserving Global Structural Balance Computation in Signed Networks. IEEE Trans. Comput. Soc. Syst. 7 (1) (2020)
Lijia Ma, Yutao Zhang, Jianqiang Li, Qiuzhen Lin, Qing Bao, Shanfeng Wang, Maoguo Gong
Community-aware dynamic network embedding by using deep autoencoder. Inf. Sci. 519 (2020)
Lijia Ma, Xiaopeng Huang, Jie Chen, Jianqiang Li, Tao Sun
A Two-level Memetic Path Planning Algorithm for Unmanned Air/Ground Vehicle Cooperative Detection Systems. ICARM (2020)
Shiqiang Wang, Lijia Ma, Xiao Zhang
Adaptive Artificial Immune System for Biological Network Alignment. ICIC (2) (2020)
Qing Bao, William K. Cheung, Benyun Shi, Hongjun Qiu, Lijia Ma
Joint Learning of Embedding-Based Parent Components and Information Diffusion for Social Networks. IEEE Access 8 (2020)
Lijia Ma, Jianqiang Li, Qiuzhen Lin, Maoguo Gong, Carlos A. Coello Coello, Zhong Ming
Cost-Aware Robust Control of Signed Networks by Using a Memetic Algorithm. IEEE Trans. Cybern. 50 (10) (2020)
Jia Wang, Yuchao Su, Qiuzhen Lin, Lijia Ma, Dunwei Gong, Jianqiang Li, Zhong Ming
A survey of decomposition approaches in multiobjective evolutionary algorithms. Neurocomputing 408 (2020)
Zhao-Long Hu, Xiao Han, Lijia Ma
Network Structure Transmission With Limited Data via Compressed Sensing. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
Fubing Mao, Lijia Ma, Qiang He, Gaoxi Xiao
Match making in complex social networks. Appl. Math. Comput. 371 (2020)
Zhichao Huang, Jingkuan Zhang, Lijia Ma, Fubing Mao
GTCN: Dynamic Network Embedding Based on Graph Temporal Convolution Neural Network. ICIC (2) (2020)
Lijia Ma, Jianqiang Li, Qiuzhen Lin, Maoguo Gong, Carlos A. Coello Coello, Zhong Ming
Reliable Link Inference for Network Data With Community Structures. IEEE Trans. Cybern. 49 (9) (2019)
Haiyan Wang, Qiuzhen Lin, Jianyong Chen, Jianqiang Li, Jianghua Zhong, Dongdai Lin, Jia Wang, Lijia Ma
On Stability of Multi-Valued Nonlinear Feedback Shift Registers. Complex. 2019 (2019)
Lijia Ma, Wee Peng Tay, Gaoxi Xiao
Iterative expectation maximization for reliable social sensing with information flows. Inf. Sci. 501 (2019)
Songbai Liu, Qiuzhen Lin, Ka-Chun Wong, Lijia Ma, Carlos A. Coello Coello, Dunwei Gong
A novel multi-objective evolutionary algorithm with dynamic decomposition strategy. Swarm Evol. Comput. 48 (2019)
Yuchao Su, Jia Wang, Lijia Ma, Xiaozhou Wang, Qiuzhen Lin, Carlos A. Coello Coello, Jianyong Chen
A hybridized angle-encouragement-based decomposition approach for many-objective optimization problems. Appl. Soft Comput. 78 (2019)
Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang
Partial Adversarial Domain Adaptation. ECCV (8) (2018)
Qiuzhen Lin, Xiaozhou Wang, Bishan Hu, Lijia Ma, Fei Chen, Jianqiang Li, Carlos A. Coello Coello
Multiobjective Personalized Recommendation Algorithm Using Extreme Point Guided Evolutionary Computation. Complex. 2018 (2018)
Yuchao Su, Jia Wang, Lijia Ma, Xiaozhou Wang, Qiuzhen Lin, Jianyong Chen
A Novel Many-Objective Optimization Algorithm Based on the Hybrid Angle-Encouragement Decomposition. ICIC (3) (2018)
Jiaxiang Huang, Maoguo Gong, Lijia Ma
A Global Network Alignment Method Using Discrete Particle Swarm Optimization. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (3) (2018)
Wenfeng Liu, Maoguo Gong, Shanfeng Wang, Lijia Ma
A two-level learning strategy based memetic algorithm for enhancing community robustness of networks. Inf. Sci. 422 (2018)
Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang
Partial Adversarial Domain Adaptation. CoRR (2018)
Lijia Ma, Maoguo Gong, Jianan Yan, Wenfeng Liu, Shanfeng Wang
Detecting composite communities in multiplex networks: A multilevel memetic algorithm. Swarm Evol. Comput. 39 (2018)
Lijia Ma, Maoguo Gong, Jianan Yan, Fuyan Yuan, Haifeng Du
A decomposition-based multi-objective optimization for simultaneous balance computation and transformation in signed networks. Inf. Sci. 378 (2017)
Maoguo Gong, Chao Song, Chao Duan, Lijia Ma, Bo Shen
An Efficient Memetic Algorithm for Influence Maximization in Social Networks. IEEE Comput. Intell. Mag. 11 (3) (2016)
Maoguo Gong, Zhenglin Peng, Lijia Ma, Jiaxiang Huang
Global Biological Network Alignment by Using Efficient Memetic Algorithm. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (6) (2016)
Maoguo Gong, Guanjun Li, Zhao Wang, Lijia Ma, Dayong Tian
An efficient shortest path approach for social networks based on community structure. CAAI Trans. Intell. Technol. 1 (1) (2016)
Jianan Yan, Maoguo Gong, Lijia Ma, Shanfeng Wang, Bo Shen
Structure optimization based on memetic algorithm for adjusting epidemic threshold on complex networks. Appl. Soft Comput. 49 (2016)
Shanfeng Wang, Maoguo Gong, Haifeng Du, Lijia Ma, Qiguang Miao, Wei Du
Optimizing dynamical changes of structural balance in signed network based on memetic algorithm. Soc. Networks 44 (2016)
Maoguo Gong, Jianan Yan, Bo Shen, Lijia Ma, Qing Cai
Influence maximization in social networks based on discrete particle swarm optimization. Inf. Sci. (2016)
Lijia Ma, Hai Liu, Yiu-Wing Leung, Xiaowen Chu
Joint VM-Switch Consolidation for Energy Efficiency in Data Centers. GLOBECOM (2016)
Qing Cai, Lijia Ma, Maoguo Gong, Dayong Tian
A survey on network community detection based on evolutionary computation. Int. J. Bio Inspired Comput. 8 (2) (2016)
Qing Cai, Maoguo Gong, Lijia Ma, Licheng Jiao
A Novel Clonal Selection Algorithm for Community Detection in Complex Networks. Comput. Intell. 31 (3) (2015)
Qing Cai, Maoguo Gong, Lijia Ma, Shasha Ruan, Fuyan Yuan, Licheng Jiao
Greedy discrete particle swarm optimization for large-scale social network clustering. Inf. Sci. 316 (2015)
Yi Zuo, Maoguo Gong, Jiulin Zeng, Lijia Ma, Licheng Jiao
Personalized Recommendation Based on Evolutionary Multi-Objective Optimization [Research Frontier]. IEEE Comput. Intell. Mag. 10 (1) (2015)
Lijia Ma, Maoguo Gong, Haifeng Du, Bo Shen, Licheng Jiao
A memetic algorithm for computing and transforming structural balance in signed networks. Knowl. Based Syst. 85 (2015)
Qing Cai, Maoguo Gong, Lijia Ma, Shanfeng Wang, Licheng Jiao, Haifeng Du
A particle swarm optimization approach for handling network social balance problem. CEC (2015)
Shanfeng Wang, Maoguo Gong, Lijia Ma, Qing Cai, Licheng Jiao
Decomposition based multiobjective evolutionary algorithm for collaborative filtering recommender systems. IEEE Congress on Evolutionary Computation (2014)
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
Comparative analysis of regulatory information and circuits across distant species Open. Nat. 512 (7515) (2014)
Qing Cai, Maoguo Gong, Bo Shen, Lijia Ma, Licheng Jiao
Discrete particle swarm optimization for identifying community structures in signed social networks. Neural Networks 58 (2014)
Zhao Wang, Maoguo Gong, Qing Cai, Lijia Ma, Licheng Jiao
Deployment optimization of near space airships based on MOEA/D with local search. IEEE Congress on Evolutionary Computation (2014)
Maoguo Gong, Qing Cai, Xiaowei Chen, Lijia Ma
Complex Network Clustering by Multiobjective Discrete Particle Swarm Optimization Based on Decomposition. IEEE Trans. Evol. Comput. 18 (1) (2014)
Lijia Ma, Maoguo Gong, Jie Liu, Qing Cai, Licheng Jiao
Multi-level learning based memetic algorithm for community detection. Appl. Soft Comput. 19 (2014)
Maoguo Gong, Xiaowei Chen, Lijia Ma, Qingfu Zhang, Licheng Jiao
Identification of multi-resolution network structures with multi-objective immune algorithm. Appl. Soft Comput. 13 (4) (2013)
Wenxuan Gao, Lijia Ma, Christopher Brown, Matthew Slattery, Philip S. Yu, Robert L. Grossman, Kevin P. White
Discovering geometric patterns in genomic data. BCB (2012)
Guoqing Li, Lijia Ma, Chao Song, Zhentao Yang, Xiulan Wang, Hui Huang, Yingrui Li, Ruiqiang Li, Xiuqing Zhang, Huanming Yang, Jian Wang, Jun Wang
The YH database: the first Asian diploid genome database. Nucleic Acids Res. 37 (Database-Issue) (2009)
Shengting Li, Lijia Ma, Heng Li, Søren Vang, Yafeng Hu, Lars Bolund, Jun Wang
Snap: an integrated SNP annotation platform. Nucleic Acids Res. 35 (Database-Issue) (2007)