Lijia Ma

94 papers A* 3B 7Journal 72Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Federated surrogate-assisted evolutionary framework for distributed data-driven multiobjective optimization.
Inf. Sci.
Qianhui Ding, Wu Lin, Yinglan Feng, Lijia Ma, Ka-Chun Wong, Qiuzhen Lin, Jianqiang Li
2026 J jnl
Graph variational autoencoder with affinity propagation for community-aware anomaly detection in attributed networks.
Appl. Soft Comput.
Zhijie Cao, Chengkun Yang, Xiaoqing Fan, Lingjie Li, Qiuzhen Lin, Jianqiang Li, Lijia Ma
2026 J jnl
Phage Host Prediction Using Deep Neural Network With Multi-Source Protein Language Models and Squeeze-and-Excitation Attention Mechanism.
IEEE J. Biomed. Health Informatics
Peng Gao, Long Xu, Yuan Bai, Qiuzhen Lin, Junkai Ji, Lijia Ma
2026 J jnl
ViDR-GNN: Vision Implicit Discriminative Reorganization Graph Neural Networks.
IEEE Trans. Multim.
Zeyang Zhang, Xiaofeng Cao, Xiang Zhang, Li Peng, Lijia Ma, Jielong Yang
2025 J jnl
BERTPVP: Identifying and Classifying Phage Virion Proteins Using Bidirectional Encoder Representations-Based Transformers.
IEEE Trans. Comput. Biol. Bioinform.
Lijia Ma, Wenxiang Zhou, Yuan Bai, Min Fang, Minfeng Xiao, Jian-Qiang Li
2025 J jnl
FROGENT: An End-to-End Full-process Drug Design Agent.
CoRR
Qihua Pan, Dong Xu, Jenna Xinyi Yao, Lijia Ma, Zexuan Zhu, Junkai Ji
2025 J jnl
Influence maximization in hypergraphs based on evolutionary deep reinforcement learning.
Inf. Sci.
Long Xu, Lijia Ma, Qiuzhen Lin, Lingjie Li, Maoguo Gong, Jianqiang Li
2025 J jnl
Learning improvement representations to accelerate evolutionary large-scale multiobjective optimization.
Inf. Sci.
Songbai Liu, Zeyi Wang, Lijia Ma, Jianyong Chen, Xun Zhou
2025 J jnl
Multi-view attention graph convolutional networks for the host prediction of phages.
Knowl. Based Syst.
Lijia Ma, Peng Gao, Wenxiang Zhou, Qiuzhen Lin, Yuan Bai, Min Fang, Zhihua Du, Jianqiang Li
2025 J jnl
Multifaceted collaborative evolutionary constrained multimodal multiobjective optimization.
Swarm Evol. Comput.
Zeyi Wang, Songbai Liu, Lijia Ma, Qiuzhen Lin, Jianyong Chen
2025 J jnl
Multifactorial evolutionary deep reinforcement learning for multitask node combinatorial optimization in complex networks.
Inf. Sci.
Lijia Ma, Long Xu, Xiaoqing Fan, Lingjie Li, Qiuzhen Lin, Jianqiang Li, Maoguo Gong
2025 J jnl
Multiobjective Many-Tasking Evolutionary Optimization Using Diversified Gaussian-Based Knowledge Transfer.
IEEE Trans. Evol. Comput.
Qiuzhen Lin, Qianhui Wang, Baihao Chen, Yulong Ye, Lijia Ma, Kay Chen Tan
2025 J jnl
PBIP: a deep learning framework for predicting phage-bacterium interactions at the strain level.
Briefings Bioinform.
Lijia Ma, Peng Gao, Gufeng Liu, Yuan Bai, Qiuzhen Lin, Jian-Qiang Li, Minfeng Xiao
2025 A* conf
STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks.
IJCAI
Lijia Ma, Haoyang Fu, Zhijie Cao, Xiongnan Jin, Qiuzhen Lin, Jianqiang Li
2025 A* conf
Structure Balance and Gradient Matching-Based Signed Graph Condensation.
AAAI
Rong Li, Long Xu, Songbai Liu, Junkai Ji, Lingjie Li, Qiuzhen Lin, Lijia Ma
2025 J jnl
TOM: Joint Trajectory, Offloading and Migration Optimization in Stateful Service-Oriented UAV-Enabled VEC System.
IEEE Trans. Serv. Comput.
Qijie Qiu, Lingjie Li, Zhijiao Xiao, Qiuzhen Lin, Lijia Ma, Zhong Ming
2025 J jnl
When Content is Goliath and Algorithm is David: The Style and Semantic Effects of Generative Search Engine.
CoRR
Lijia Ma, Juan Qin, Xingchen Xu, Yong Tan
2024 B conf
A Cooperative Co-Evolution Algorithm with Variable-Importance Grouping for Large-Scale Optimization.
CEC
Yongfeng Li, Yuze Zhang, Lijia Ma, Junkai Ji, Dugang Liu, Victor C. M. Leung, Jianqiang Li
2024 — conf
A High-Dimensional Feature Selection Method via Selection and Non-selection Operators and Local Search Mechanism in Particle Swarm Optimization.
ICIC (2)
Zhouming Zhu, Lingjie Li, Zhijiao Xiao, Songbai Liu, Lijia Ma, Qiuzhen Lin, Zhong Ming
2024 B conf
A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation.
CEC
Xunfeng Wu, Songbai Liu, Junkai Ji, Lijia Ma, Victor C. M. Leung
2024 J jnl
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines.
CoRR
Lijia Ma, Xingchen Xu, Yong Tan
2024 J jnl
Dynamic Multiobjective Evolutionary Optimization via Knowledge Transfer and Maintenance.
IEEE Trans. Syst. Man Cybern. Syst.
Qiuzhen Lin, Yulong Ye, Lijia Ma, Min Jiang, Kay Chen Tan
2024 A* conf
ERL-TD: Evolutionary Reinforcement Learning Enhanced with Truncated Variance and Distillation Mutation.
AAAI
Qiuzhen Lin, Yangfan Chen, Lijia Ma, Wei-Neng Chen, Jianqiang Li
2024 B conf
Intelligent Blocking and Prevention of SARS-CoV-2 Based on Evolutionary Reinforcement Learning.
CEC
Chengwei He, Huaping Hong, Lijia Ma, Qingling Zhu, Yuan Bai
2024 J jnl
Learning to Adopt Generative AI.
CoRR
Lijia Ma, Xingchen Xu, Yumei He, Yong Tan
2024 J jnl
Multiobjective Multitasking Optimization With Decomposition-Based Transfer Selection.
IEEE Trans. Cybern.
Qiuzhen Lin, Zhongjian Wu, Lijia Ma, Maoguo Gong, Jianqiang Li, Carlos A. Coello Coello
2024 J jnl
Optimisation of sparse deep autoencoders for dynamic network embedding.
CAAI Trans. Intell. Technol.
Huimei Tang, Yutao Zhang, Lijia Ma, Qiuzhen Lin, Liping Huang, Jianqiang Li, Maoguo Gong
2023 J jnl
A survey of dynamic pickup and delivery problems.
Neurocomputing
Junchuang Cai, Qingling Zhu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming
2023 J jnl
A survey on Evolutionary Reinforcement Learning algorithms.
Neurocomputing
Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming, Jianyong Chen
2023 J jnl
An adaptive two-stage evolutionary algorithm for large-scale continuous multi-objective optimization.
Swarm Evol. Comput.
Qiuzhen Lin, Jun Li, Songbai Liu, Lijia Ma, Jian-Qiang Li, Jianyong Chen
2023 J jnl
Identifying Phage Sequences From Metagenomic Data Using Deep Neural Network With Word Embedding and Attention Mechanism.
IEEE ACM Trans. Comput. Biol. Bioinform.
Lijia Ma, Wenwei Deng, Yuan Bai, Zhanwei Du, Minfeng Xiao, Lin Wang, Jianqiang Li, Asoke K. Nandi
2023 J jnl
Influence Maximization in Complex Networks by Using Evolutionary Deep Reinforcement Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Lijia Ma, Zengyang Shao, Xiaocong Li, Qiuzhen Lin, Jianqiang Li, Victor C. M. Leung, Asoke K. Nandi
2023 J jnl
Multiresolution community detection in complex networks by using a decomposition based multiobjective memetic algorithm.
Memetic Comput.
Zengyang Shao, Lijia Ma, Yuan Bai, Shanfeng Wang, Qiuzhen Lin, Jianqiang Li
2022 J jnl
A Memetic Path Planning Algorithm for Unmanned Air/Ground Vehicle Cooperative Detection Systems.
IEEE Trans Autom. Sci. Eng.
Jianqiang Li, Tao Sun, Xiaopeng Huang, Lijia Ma, Qiuzhen Lin, Jie Chen, Victor C. M. Leung
2022 J jnl
An Ensemble Surrogate-Based Framework for Expensive Multiobjective Evolutionary Optimization.
IEEE Trans. Evol. Comput.
Qiuzhen Lin, Xunfeng Wu, Lijia Ma, Jianqiang Li, Maoguo Gong, Carlos A. Coello Coello
2022 — conf
Dynamic Network Embedding by Using Sparse Deep Autoencoder.
CICAI (3)
Huimei Tang, Zengyang Shao, Yutao Zhang, Lijia Ma, Qiuzhen Lin
2022 J jnl
Enhancing Robustness and Resilience of Multiplex Networks Against Node-Community Cascading Failures.
IEEE Trans. Syst. Man Cybern. Syst.
Lijia Ma, Xiao Zhang, Jianqiang Li, Qiuzhen Lin, Maoguo Gong, Carlos A. Coello Coello, Asoke K. Nandi
2022 J jnl
Heuristics and metaheuristics for biological network alignment: A review.
Neurocomputing
Lijia Ma, Zengyang Shao, Lingling Li, Jiaxiang Huang, Shiqiang Wang, Qiuzhen Lin, Jian-Qiang Li, Maoguo Gong, Asoke K. Nandi
2022 J jnl
Multiple source transfer learning for dynamic multiobjective optimization.
Inf. Sci.
Yulong Ye, Qiuzhen Lin, Lijia Ma, Ka-Chun Wong, Maoguo Gong, Carlos A. Coello Coello
2022 J jnl
PMCDM: Privacy-preserving multiresolution community detection in multiplex networks.
Knowl. Based Syst.
Zengyang Shao, Lijia Ma, Qiuzhen Lin, Jianqiang Li, Maoguo Gong, Asoke K. Nandi
2022 J jnl
SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets.
IEEE Trans. Emerg. Top. Comput. Intell.
Lijia Ma, Yuchun Ma, Qiuzhen Lin, Junkai Ji, Carlos A. Coello Coello, Maoguo Gong
2021 J jnl
Accuracy Versus Simplification in an Approximate Logic Neural Model.
IEEE Trans. Neural Networks Learn. Syst.
Junkai Ji, Yajiao Tang, Lijia Ma, Jianqiang Li, Qiuzhen Lin, Zheng Tang, Yuki Todo
2021 — conf
Evolution of Cooperation in Signed Networks Under a Cheating Strategy.
CCIS
Jingkuan Zhang, Zhenguo Liu, Ziwen Hong, Lijia Ma, Yanli Yang, Jianqiang Li
2021 — conf
Evolutionary Algorithms for Applications of Biological Networks: A Review.
ICIC (1)
Gufeng Liu, Qunfeng Liu, Lijia Ma, Zengyang Shao
2021 J jnl
Multi-Neighborhood Learning for Global Alignment in Biological Networks.
IEEE ACM Trans. Comput. Biol. Bioinform.
Lijia Ma, Shiqiang Wang, Qiuzhen Lin, Jianqiang Li, Zhuhong You, Jiaxiang Huang, Maoguo Gong
2021 J jnl
Multi-objective memetic algorithm for core-periphery structure detection in complex network.
Memetic Comput.
Guo Li, Zexuan Zhu, Lijia Ma, Xiaoliang Ma
2021 — conf
Structural Balance Computation in Signed Networks by Using Multifactorial Discrete Particle Swarm Optimization.
CCIS
Changlong He, Zengyang Shao, Lijia Ma, Jian-Qiang Li, Tingyi Hu
2020 — conf
A Two-level Memetic Path Planning Algorithm for Unmanned Air/Ground Vehicle Cooperative Detection Systems.
ICARM
Lijia Ma, Xiaopeng Huang, Jie Chen, Jianqiang Li, Tao Sun
2020 J jnl
A survey of decomposition approaches in multiobjective evolutionary algorithms.
Neurocomputing
Jia Wang, Yuchao Su, Qiuzhen Lin, Lijia Ma, Dunwei Gong, Jianqiang Li, Zhong Ming
2020 — conf
Adaptive Artificial Immune System for Biological Network Alignment.
ICIC (2)
Shiqiang Wang, Lijia Ma, Xiao Zhang
2020 J jnl
Community-aware dynamic network embedding by using deep autoencoder.
Inf. Sci.
Lijia Ma, Yutao Zhang, Jianqiang Li, Qiuzhen Lin, Qing Bao, Shanfeng Wang, Maoguo Gong
2020 J jnl
Cost-Aware Robust Control of Signed Networks by Using a Memetic Algorithm.
IEEE Trans. Cybern.
Lijia Ma, Jianqiang Li, Qiuzhen Lin, Maoguo Gong, Carlos A. Coello Coello, Zhong Ming
2020 — conf
GTCN: Dynamic Network Embedding Based on Graph Temporal Convolution Neural Network.
ICIC (2)
Zhichao Huang, Jingkuan Zhang, Lijia Ma, Fubing Mao
2020 J jnl
Joint Learning of Embedding-Based Parent Components and Information Diffusion for Social Networks.
IEEE Access
Qing Bao, William K. Cheung, Benyun Shi, Hongjun Qiu, Lijia Ma
2020 J jnl
Match making in complex social networks.
Appl. Math. Comput.
Fubing Mao, Lijia Ma, Qiang He, Gaoxi Xiao
2020 J jnl
Network Structure Transmission With Limited Data via Compressed Sensing.
IEEE Trans. Netw. Sci. Eng.
Zhao-Long Hu, Xiao Han, Lijia Ma
2020 J jnl
Privacy-Preserving Global Structural Balance Computation in Signed Networks.
IEEE Trans. Comput. Soc. Syst.
Lijia Ma, Xiaopeng Huang, Jianqiang Li, Qiuzhen Lin, Zhuhong You, Maoguo Gong, Victor C. M. Leung
2019 J jnl
A hybridized angle-encouragement-based decomposition approach for many-objective optimization problems.
Appl. Soft Comput.
Yuchao Su, Jia Wang, Lijia Ma, Xiaozhou Wang, Qiuzhen Lin, Carlos A. Coello Coello, Jianyong Chen
2019 J jnl
A novel multi-objective evolutionary algorithm with dynamic decomposition strategy.
Swarm Evol. Comput.
Songbai Liu, Qiuzhen Lin, Ka-Chun Wong, Lijia Ma, Carlos A. Coello Coello, Dunwei Gong
2019 J jnl
Iterative expectation maximization for reliable social sensing with information flows.
Inf. Sci.
Lijia Ma, Wee Peng Tay, Gaoxi Xiao
2019 J jnl
On Stability of Multi-Valued Nonlinear Feedback Shift Registers.
Complex.
Haiyan Wang, Qiuzhen Lin, Jianyong Chen, Jianqiang Li, Jianghua Zhong, Dongdai Lin, Jia Wang, Lijia Ma
2019 J jnl
Reliable Link Inference for Network Data With Community Structures.
IEEE Trans. Cybern.
Lijia Ma, Jianqiang Li, Qiuzhen Lin, Maoguo Gong, Carlos A. Coello Coello, Zhong Ming
2018 J jnl
A Global Network Alignment Method Using Discrete Particle Swarm Optimization.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jiaxiang Huang, Maoguo Gong, Lijia Ma
2018 — conf
A Novel Many-Objective Optimization Algorithm Based on the Hybrid Angle-Encouragement Decomposition.
ICIC (3)
Yuchao Su, Jia Wang, Lijia Ma, Xiaozhou Wang, Qiuzhen Lin, Jianyong Chen
2018 J jnl
A two-level learning strategy based memetic algorithm for enhancing community robustness of networks.
Inf. Sci.
Wenfeng Liu, Maoguo Gong, Shanfeng Wang, Lijia Ma
2018 J jnl
Detecting composite communities in multiplex networks: A multilevel memetic algorithm.
Swarm Evol. Comput.
Lijia Ma, Maoguo Gong, Jianan Yan, Wenfeng Liu, Shanfeng Wang
2018 J jnl
Multiobjective Personalized Recommendation Algorithm Using Extreme Point Guided Evolutionary Computation.
Complex.
Qiuzhen Lin, Xiaozhou Wang, Bishan Hu, Lijia Ma, Fei Chen, Jianqiang Li, Carlos A. Coello Coello
2018 — conf
Partial Adversarial Domain Adaptation.
ECCV (8)
Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang
2018 J jnl
Partial Adversarial Domain Adaptation.
CoRR
Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang
2017 J jnl
A decomposition-based multi-objective optimization for simultaneous balance computation and transformation in signed networks.
Inf. Sci.
Lijia Ma, Maoguo Gong, Jianan Yan, Fuyan Yuan, Haifeng Du
2017 — book
Computational Intelligence for Network Structure Analytics
Maoguo Gong, Qing Cai, Lijia Ma, Shanfeng Wang, Yu Lei
2016 J jnl
A survey on network community detection based on evolutionary computation.
Int. J. Bio Inspired Comput.
Qing Cai, Lijia Ma, Maoguo Gong, Dayong Tian
2016 J jnl
An Efficient Memetic Algorithm for Influence Maximization in Social Networks.
IEEE Comput. Intell. Mag.
Maoguo Gong, Chao Song, Chao Duan, Lijia Ma, Bo Shen
2016 J jnl
An efficient shortest path approach for social networks based on community structure.
CAAI Trans. Intell. Technol.
Maoguo Gong, Guanjun Li, Zhao Wang, Lijia Ma, Dayong Tian
2016 J jnl
Global Biological Network Alignment by Using Efficient Memetic Algorithm.
IEEE ACM Trans. Comput. Biol. Bioinform.
Maoguo Gong, Zhenglin Peng, Lijia Ma, Jiaxiang Huang
2016 J jnl
Influence maximization in social networks based on discrete particle swarm optimization.
Inf. Sci.
Maoguo Gong, Jianan Yan, Bo Shen, Lijia Ma, Qing Cai
2016 B conf
Joint VM-Switch Consolidation for Energy Efficiency in Data Centers.
GLOBECOM
Lijia Ma, Hai Liu, Yiu-Wing Leung, Xiaowen Chu
2016 J jnl
Optimizing dynamical changes of structural balance in signed network based on memetic algorithm.
Soc. Networks
Shanfeng Wang, Maoguo Gong, Haifeng Du, Lijia Ma, Qiguang Miao, Wei Du
2016 J jnl
Structure optimization based on memetic algorithm for adjusting epidemic threshold on complex networks.
Appl. Soft Comput.
Jianan Yan, Maoguo Gong, Lijia Ma, Shanfeng Wang, Bo Shen
2015 J jnl
A Novel Clonal Selection Algorithm for Community Detection in Complex Networks.
Comput. Intell.
Qing Cai, Maoguo Gong, Lijia Ma, Licheng Jiao
2015 J jnl
A memetic algorithm for computing and transforming structural balance in signed networks.
Knowl. Based Syst.
Lijia Ma, Maoguo Gong, Haifeng Du, Bo Shen, Licheng Jiao
2015 B conf
A particle swarm optimization approach for handling network social balance problem.
CEC
Qing Cai, Maoguo Gong, Lijia Ma, Shanfeng Wang, Licheng Jiao, Haifeng Du
2015 J jnl
Greedy discrete particle swarm optimization for large-scale social network clustering.
Inf. Sci.
Qing Cai, Maoguo Gong, Lijia Ma, Shasha Ruan, Fuyan Yuan, Licheng Jiao
2015 J jnl
Personalized Recommendation Based on Evolutionary Multi-Objective Optimization [Research Frontier].
IEEE Comput. Intell. Mag.
Yi Zuo, Maoguo Gong, Jiulin Zeng, Lijia Ma, Licheng Jiao
2014 J jnl
Comparative analysis of regulatory information and circuits across distant species Open.
Nat.
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
2014 J jnl
Complex Network Clustering by Multiobjective Discrete Particle Swarm Optimization Based on Decomposition.
IEEE Trans. Evol. Comput.
Maoguo Gong, Qing Cai, Xiaowei Chen, Lijia Ma
2014 B conf
Decomposition based multiobjective evolutionary algorithm for collaborative filtering recommender systems.
IEEE Congress on Evolutionary Computation
Shanfeng Wang, Maoguo Gong, Lijia Ma, Qing Cai, Licheng Jiao
2014 B conf
Deployment optimization of near space airships based on MOEA/D with local search.
IEEE Congress on Evolutionary Computation
Zhao Wang, Maoguo Gong, Qing Cai, Lijia Ma, Licheng Jiao
2014 J jnl
Discrete particle swarm optimization for identifying community structures in signed social networks.
Neural Networks
Qing Cai, Maoguo Gong, Bo Shen, Lijia Ma, Licheng Jiao
2014 J jnl
Multi-level learning based memetic algorithm for community detection.
Appl. Soft Comput.
Lijia Ma, Maoguo Gong, Jie Liu, Qing Cai, Licheng Jiao
2013 J jnl
Identification of multi-resolution network structures with multi-objective immune algorithm.
Appl. Soft Comput.
Maoguo Gong, Xiaowei Chen, Lijia Ma, Qingfu Zhang, Licheng Jiao
2012 — conf
Discovering geometric patterns in genomic data.
BCB
Wenxuan Gao, Lijia Ma, Christopher Brown, Matthew Slattery, Philip S. Yu, Robert L. Grossman, Kevin P. White
2009 J jnl
The YH database: the first Asian diploid genome database.
Nucleic Acids Res.
Guoqing Li, Lijia Ma, Chao Song, Zhentao Yang, Xiulan Wang, Hui Huang, Yingrui Li, Ruiqiang Li, Xiuqing Zhang, Huanming Yang, Jian Wang, Jun Wang
2007 J jnl
Snap: an integrated SNP annotation platform.
Nucleic Acids Res.
Shengting Li, Lijia Ma, Heng Li, Søren Vang, Yafeng Hu, Lars Bolund, Jun Wang