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Books and Theses
- 2017
[b1]Maoguo Gong, Qing Cai, Lijia Ma, Shanfeng Wang, Yu Lei:
Computational Intelligence for Network Structure Analytics. Springer 2017, ISBN 978-981-10-4557-8, pp. 1-283
Journal Articles
- 2024
- [j53]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): 3146-3159 (2024) - [j52]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): 936-949 (2024) - 2023
- [j51]Junchuang Cai, Qingling Zhu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming:
A survey of dynamic pickup and delivery problems. Neurocomputing 554: 126631 (2023) - [j50]Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming, Jianyong Chen:
A survey on Evolutionary Reinforcement Learning algorithms. Neurocomputing 556: 126628 (2023) - [j49]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): 89-102 (2023) - [j48]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: 101235 (2023) - [j47]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): 3772-3785 (2023) - [j46]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): 995-1009 (2023) - 2022
- [j45]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: 426-441 (2022) - [j44]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: 739-757 (2022) - [j43]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: 108542 (2022) - [j42]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): 2724-2737 (2022) - [j41]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): 631-645 (2022) - [j40]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): 136-149 (2022) - [j39]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): 3808-3821 (2022) - 2021
- [j38]Guo Li, Zexuan Zhu, Lijia Ma, Xiaoliang Ma:
Multi-objective memetic algorithm for core-periphery structure detection in complex network. Memetic Comput. 13(3): 285-306 (2021) - [j37]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): 2598-2611 (2021) - [j36]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): 5194-5207 (2021) - 2020
- [j35]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: 50709-50720 (2020) - [j34]Fubing Mao, Lijia Ma, Qiang He, Gaoxi Xiao:
Match making in complex social networks. Appl. Math. Comput. 371 (2020) - [j33]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: 308-330 (2020) - [j32]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: 22-42 (2020) - [j31]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): 164-177 (2020) - [j30]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): 4430-4443 (2020) - [j29]Zhao-Long Hu, Xiao Han, Lijia Ma:
Network Structure Transmission With Limited Data via Compressed Sensing. IEEE Trans. Netw. Sci. Eng. 7(4): 3200-3211 (2020) - 2019
- [j28]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: 355-372 (2019) - [j27]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: 8765970:1-8765970:11 (2019) - [j26]Lijia Ma, Wee Peng Tay, Gaoxi Xiao:
Iterative expectation maximization for reliable social sensing with information flows. Inf. Sci. 501: 621-634 (2019) - [j25]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: 182-200 (2019) - [j24]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): 3347-3361 (2019) - 2018
- [j23]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: 1716352:1-1716352:18 (2018) - [j22]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: 290-304 (2018) - [j21]Lijia Ma, Maoguo Gong, Jianan Yan, Wenfeng Liu, Shanfeng Wang:
Detecting composite communities in multiplex networks: A multilevel memetic algorithm. Swarm Evol. Comput. 39: 177-191 (2018) - [j20]Jiaxiang Huang, Maoguo Gong, Lijia Ma:
A Global Network Alignment Method Using Discrete Particle Swarm Optimization. IEEE ACM Trans. Comput. Biol. Bioinform. 15(3): 705-718 (2018) - 2017
- [j19]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: 144-160 (2017) - 2016
- [j18]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: 224-237 (2016) - [j17]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): 114-123 (2016) - [j16]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): 22-33 (2016) - [j15]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): 84-98 (2016) - [j14]Maoguo Gong, Jianan Yan, Bo Shen, Lijia Ma, Qing Cai:
Influence maximization in social networks based on discrete particle swarm optimization. Inf. Sci. 367-368: 600-614 (2016) - [j13]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: 64-73 (2016) - [j12]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): 1117-1129 (2016) - 2015
- [j11]Qing Cai, Maoguo Gong, Lijia Ma, Licheng Jiao:
A Novel Clonal Selection Algorithm for Community Detection in Complex Networks. Comput. Intell. 31(3): 442-464 (2015) - [j10]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): 52-62 (2015) - [j9]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: 503-516 (2015) - [j8]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: 196-209 (2015) - 2014
- [j7]Lijia Ma, Maoguo Gong, Jie Liu, Qing Cai, Licheng Jiao:
Multi-level learning based memetic algorithm for community detection. Appl. Soft Comput. 19: 121-133 (2014) - [j6]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): 453-456 (2014) - [j5]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: 4-13 (2014) - [j4]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): 82-97 (2014) - 2013
- [j3]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): 1705-1717 (2013) - 2009
- [j2]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): 1025-1028 (2009) - 2007
- [j1]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): 707-710 (2007)
Conference and Workshop Papers
- 2024
- [c19]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: 13826-13836 - [c18]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: 1-8 - [c17]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: 1-8 - [c16]Xunfeng Wu, Songbai Liu, Junkai Ji, Lijia Ma, Victor C. M. Leung:
A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation. CEC 2024: 1-8 - [c15]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: 281-294 - 2022
- [c14]Huimei Tang, Zengyang Shao, Yutao Zhang, Lijia Ma, Qiuzhen Lin:
Dynamic Network Embedding by Using Sparse Deep Autoencoder. CICAI (3) 2022: 132-143 - 2021
- [c13]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: 338-343 - [c12]Jingkuan Zhang, Zhenguo Liu, Ziwen Hong, Lijia Ma, Yanli Yang, Jianqiang Li:
Evolution of Cooperation in Signed Networks Under a Cheating Strategy. CCIS 2021: 344-349 - [c11]Gufeng Liu, Qunfeng Liu, Lijia Ma, Zengyang Shao:
Evolutionary Algorithms for Applications of Biological Networks: A Review. ICIC (1) 2021: 102-114 - 2020
- [c10]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: 25-30 - [c9]Shiqiang Wang, Lijia Ma, Xiao Zhang:
Adaptive Artificial Immune System for Biological Network Alignment. ICIC (2) 2020: 560-570 - [c8]Zhichao Huang, Jingkuan Zhang, Lijia Ma, Fubing Mao:
GTCN: Dynamic Network Embedding Based on Graph Temporal Convolution Neural Network. ICIC (2) 2020: 583-593 - 2018
- [c7]Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang:
Partial Adversarial Domain Adaptation. ECCV (8) 2018: 139-155 - [c6]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: 47-53 - 2016
- [c5]Lijia Ma, Hai Liu, Yiu-Wing Leung, Xiaowen Chu:
Joint VM-Switch Consolidation for Energy Efficiency in Data Centers. GLOBECOM 2016: 1-7 - 2015
- [c4]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: 3186-3191 - 2014
- [c3]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: 672-679 - [c2]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: 2345-2352 - 2012
- [c1]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: 147-154
Informal and Other Publications
- 2024
- [i2]Lijia Ma, Xingchen Xu, Yong Tan:
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines. CoRR abs/2402.19421 (2024) - 2018
- [i1]Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang:
Partial Adversarial Domain Adaptation. CoRR abs/1808.04205 (2018)
Coauthor Index
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