Lianbo Ma

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 101

Top Venues

Appl. Soft Comput.

ICSI (1)

CoRR

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Lianbo Ma, Haidong Kang, Guo Yu, Qing Li, Qiang He
Single-Domain Generalized Predictor for Neural Architecture Search System. IEEE Trans. Computers 73 (5) (2024)
Jian Cheng, Kaifang Long, Shuang Zhang, Tian Zhang, Lianbo Ma, Shi Cheng, Yinan Guo
Text-Image Scene Graph Fusion for Multimodal Named Entity Recognition. IEEE Trans. Artif. Intell. 5 (6) (2024)
Bo Yi, Jianhui Lv, Xingwei Wang, Lianbo Ma, Min Huang
Digital twin driven and intelligence enabled content delivery in end-edge-cloud collaborative 5G networks. Digit. Commun. Networks 10 (2) (2024)
Qiang He, Yu Wang, Xingwei Wang, Weiqiang Xu, Fuliang Li, Kaiqi Yang, Lianbo Ma
Routing Optimization With Deep Reinforcement Learning in Knowledge Defined Networking. IEEE Trans. Mob. Comput. 23 (2) (2024)
Lianbo Ma, Yuee Zhou, Jianlun Ma, Guo Yu, Qing Li
One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training. AAAI (2024)
Guorui Xie, Qing Li, Zhenning Shi, Hanbin Fang, Shengpeng Ji, Yong Jiang, Zhenhui Yuan, Lianbo Ma, Mingwei Xu
Generating Neural Networks for Diverse Networking Classification Tasks via Hardware-Aware Neural Architecture Search. IEEE Trans. Computers 73 (2) (2024)
Yibo Yong, Lianbo Ma, Yang Gao
An Adaptive Bacterial Foraging Optimization Algorithm Based on Chaos-Enhanced Non-elite Reverse Learning. ICSI (1) (2024)
Lianbo Ma, Nan Li, Guo Yu, Xiaoyu Geng, Shi Cheng, Xingwei Wang, Min Huang, Yaochu Jin
Pareto-Wise Ranking Classifier for Multiobjective Evolutionary Neural Architecture Search. IEEE Trans. Evol. Comput. 28 (3) (2024)
Xueyi Wang, Dongkuo Wu, Xingwei Wang, Rongfei Zeng, Lianbo Ma, Ruiyun Yu
Truthful Auction-Based Resource Allocation Mechanisms With Flexible Task Offloading in Mobile Edge Computing. IEEE Trans. Mob. Comput. 23 (5) (2024)
Dongyu Wang, Lianbo Ma
Ranking-based multi/many-objective evolutionary optimization with hierarchical evaluation rules and its application in water distribution network. Appl. Soft Comput. 162 (2024)
Nan Li, Lianbo Ma, Guo Yu, Bing Xue, Mengjie Zhang, Yaochu Jin
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues. ACM Comput. Surv. 56 (2) (2024)
Lianbo Ma, Yuee Zhou, Jianlun Ma, Guo Yu, Qing Li
One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training. CoRR (2024)
Lianbo Ma, Nan Li, Peican Zhu, Keke Tang, Asad Khan, Feng Wang, Guo Yu
A Novel Fuzzy Neural Network Architecture Search Framework for Defect Recognition With Uncertainties. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Xueyi Wang, Xingwei Wang, Ying Shi, Dongkuo Wu, Lianbo Ma, Min Huang
Core-selecting auction-based mechanisms for service function chain provisioning and pricing in NFV markets. Comput. Networks 222 (2023)
Lianbo Ma
Editorial: Evolutionary computation-based machine learning and its applications for multi-robot systems. Frontiers Neurorobotics 17 (2023)
Tian Zhang, Nan Li, Yuee Zhou, Wei Cai, Lianbo Ma
Information extraction of Chinese medical electronic records via evolutionary neural architecture search. ICDM (Workshops) (2023)
Nan Li, Lianbo Ma, TieJun Xing, Guo Yu, Chen Wang, Yingyou Wen, Shi Cheng, Shangce Gao
Automatic design of machine learning via evolutionary computation: A survey. Appl. Soft Comput. 143 (2023)
Xiaojie An, Lianbo Ma, Yuee Zhou, Nan Li, TieJun Xing, Yingyou Wen, Chang Liu, Haibo Shi
Neural Architecture Search Based on Improved Brain Storm Optimization Algorithm. ICSI (1) (2023)
Fulin Wang, Qing Li, Wanxin Shi, Gareth Tyson, Yong Jiang, Lianbo Ma, Peng Zhang, Yulong Lan, Zhicheng Li
Reparo: QoE-Aware Live Video Streaming in Low-Rate Networks by Intelligent Frame Recovery. ACM Multimedia (2023)
Qing Li, He Huang, Ruoyu Li, Jianhui Lv, Zhenhui Yuan, Lianbo Ma, Yi Han, Yong Jiang
A comprehensive survey on DDoS defense systems: New trends and challenges. Comput. Networks 233 (2023)
Zhengxin Zhang, Yucheng Huang, Guanglin Duan, Qing Li, Dan Zhao, Yong Jiang, Lianbo Ma, Xi Xiao, Hengyang Xu
Metis: Understanding and Enhancing In-Network Regular Expressions. NeurIPS (2023)
Qiang He, Dafeng Zhang, Xingwei Wang, Lianbo Ma, Yong Zhao, Fei Gao, Min Huang
Graph Convolutional Network-Based Rumor Blocking on Social Networks. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Xueyi Wang, Lianbo Ma, Xingwei Wang, Ying Shi, Bo Yi, Min Huang
Truthful VNFI Procurement Mechanisms With Flexible Resource Provisioning in NFV Markets. IEEE Trans. Cloud Comput. 11 (2) (2023)
Yang Liu, TieJun Xing, Yuee Zhou, Nan Li, Lianbo Ma, Yingyou Wen, Chang Liu, Haibo Shi
A Large-Scale Multi-objective Brain Storm Optimization Algorithm Based on Direction Vectors and Variance Analysis. ICSI (1) (2023)
Lianbo Ma, Yang Liu, Guo Yu, Xinzhe Wang, Hongwei Mo, Gai-Ge Wang, Yaochu Jin, Ying Tan
Decomposition-Based Multiobjective Optimization for Variable-Length Mixed-Variable Pareto Optimization and Its Application in Cloud Service Allocation. IEEE Trans. Syst. Man Cybern. Syst. 53 (11) (2023)
Qiang He, Yingjie Lv, Xingwei Wang, Jianhua Li, Min Huang, Lianbo Ma, Yuliang Cai
Reinforcement-Learning-Based Dynamic Opinion Maximization Framework in Signed Social Networks. IEEE Trans. Cogn. Dev. Syst. 15 (1) (2023)
Ziwen Ye, Qing Li, Xiaoteng Ma, Dan Zhao, Yong Jiang, Lianbo Ma, Bo Yi, Gabriel-Miro Muntean
VRCT: A Viewport Reconstruction-Based 360° Video Caching Solution for Tile-Adaptive Streaming. IEEE Trans. Broadcast. 69 (3) (2023)
Shi Cheng, Mingming Zhang, Lianbo Ma, Hui Lu, Rui Wang, Yuhui Shi
Brain storm optimization algorithm for solving knowledge spillover problems. Neural Comput. Appl. 35 (17) (2023)
Jianhui Lv, Yuhui Shi, Hui Cheng, Zhiwei Lin, Lianbo Ma
Guest editorial: AI and edge computing driven technologies and applications. Digit. Commun. Networks 9 (2) (2023)
Jia Ma, Shujun Yang, Gang Shi, Lianbo Ma
A multiplicative maximin-based evaluation approach for evolutionary many-objective optimization. Appl. Soft Comput. 121 (2022)
Tian Zhang, Lianbo Ma, Qunfeng Liu, Nan Li, Yang Liu
Genetic Programming for Ensemble Learning in Face Recognition. ICSI (2) (2022)
Hao Zhang, Lianbo Ma, Junyi Wang, Liang Wang
Furnace-Grouping Problem Modeling and Multi-Objective Optimization for Special Aluminum. IEEE Trans. Emerg. Top. Comput. Intell. 6 (3) (2022)
Simiao Chen, Qiang He, Chensheng Zheng, Lihong Sun, Xingwei Wang, Lianbo Ma, Yuliang Cai
Differential Evolution Based Simulated Annealing Method for Vaccination Optimization Problem. IEEE Trans. Netw. Sci. Eng. 9 (6) (2022)
Guo Yu, Lianbo Ma, Yaochu Jin, Wenli Du, Qiqi Liu, Hengmin Zhang
A Survey on Knee-Oriented Multiobjective Evolutionary Optimization. IEEE Trans. Evol. Comput. 26 (6) (2022)
Satamial Jinonic, Chaomin Luo, Hui Cheng, Lianbo Ma, Jie Li
Artificial intelligence (AI) for hybrid information-centric networking (HICN): Part I. Internet Technol. Lett. 5 (5) (2022)
Lianbo Ma, Nan Li, Yinan Guo, Xingwei Wang, Shengxiang Yang, Min Huang, Hao Zhang
Learning to Optimize: Reference Vector Reinforcement Learning Adaption to Constrained Many-Objective Optimization of Industrial Copper Burdening System. IEEE Trans. Cybern. 52 (12) (2022)
Lianbo Ma, Min Huang, Shengxiang Yang, Rui Wang, Xingwei Wang
An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization. IEEE Trans. Cybern. 52 (7) (2022)
Yuee Zhou, Haidong Kang, Tian Zhang, Lianbo Ma, TieJun Xing
Multiple Residual Quantization of Pruning. DMBD (1) (2022)
Mingzhou Yang, Xingwei Wang, Lianbo Ma, Qiang He, Min Huang
A promotive structural balance model based on reinforcement learning for signed social networks. Neural Comput. Appl. 34 (19) (2022)
Lianbo Ma, Xueyi Wang, Xingwei Wang, Liang Wang, Ying Shi, Min Huang
TCDA: Truthful Combinatorial Double Auctions for Mobile Edge Computing in Industrial Internet of Things. IEEE Trans. Mob. Comput. 21 (11) (2022)
Yinan Guo, Yaoqi Chu, Botao Jiao, Jian Cheng, Zekuan Yu, Ning Cui, Lianbo Ma
Evolutionary Dual-Ensemble Class Imbalance Learning for Human Activity Recognition. IEEE Trans. Emerg. Top. Comput. Intell. 6 (4) (2022)
Liang Wang, Zhiwen Yu, Bin Guo, Dingqi Yang, Lianbo Ma, Zhidan Liu, Fei Xiong
Data-driven Targeted Advertising Recommendation System for Outdoor Billboard. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Mingzhou Yang, Xingwei Wang, Min Huang, Lianbo Ma, Qiang He
A Novel Evolutionary Algorithm Based on Judgment-Rule Evolution Strategy for Structural Balance in Signed Social Networks. IEEE Trans. Emerg. Top. Comput. Intell. 6 (4) (2022)
Maowei He, Haitao Xia, Hanning Chen, Lianbo Ma
An Inhomogeneous Grid-Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Access 10 (2022)
Lianbo Ma, Shi Cheng, Mingli Shi, Yinan Guo
Angle-Based Multi-Objective Evolutionary Algorithm Based On Pruning-Power Indicator for Game Map Generation. IEEE Trans. Emerg. Top. Comput. Intell. 6 (2) (2022)
Nan Li, Lianbo Ma, Tian Zhang, Meirui He
Multi-objective Evolutionary Ensemble Learning for Disease Classification. ICSI (1) (2022)
Guo Yu, Lianbo Ma, Wei Du, Wenli Du, Yaochu Jin
Towards Fairness-Aware Multi-Objective Optimization. CoRR (2022)
Jianhui Lv, Zhiwei Lin, Hui Cheng, Qingyi Zhang, Lianbo Ma
Editorial. Int. J. Artif. Intell. Tools 31 (4) (2022)
Xueyi Wang, Xingwei Wang, Dongkuo Wu, Lianbo Ma, Min Huang
Truthful auction mechanisms for VNF chain provisioning and allocation across geo-distributed datacenters. Comput. Networks 217 (2022)
Nan Li, Lianbo Ma, Guo Yu, Bing Xue, Mengjie Zhang, Yaochu Jin
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications and Open Issues. CoRR (2022)
Mingzhou Yang, Xingwei Wang, Lianbo Ma, Qiang He, Kexin Li, Min Huang
A hybrid optimization algorithm for structural balance model based on influence between nodes and community quality. Swarm Evol. Comput. 69 (2022)
Lianbo Ma, Jingwei Wang, Jian Cheng, Xingwei Wang, Wancheng Zhu
MLRP-KG: Mine Landslide Risk Prediction Based on Knowledge Graph. IEEE Trans. Artif. Intell. 3 (1) (2022)
Shi Cheng, Lianbo Ma, Hui Lu, Xiujuan Lei, Yuhui Shi
Evolutionary computation for solving search-based data analytics problems. Artif. Intell. Rev. 54 (2) (2021)
Yidan Chen, Xueyi Wang, Lianbo Ma, Ping Zhou
Multi-objective Optimization-Based Task Offloading and Power Control for Mobile Edge Computing. ICIC (1) (2021)
Lianbo Ma, Huimin Ren, Xiliang Zhang
Effective Cascade Dual-Decoder Model for Joint Entity and Relation Extraction. CoRR (2021)
Ruoyu Wang, Yuee Zhou, Hanning Chen, Lianbo Ma, Meng Zheng
A Surrogate-Assisted Many-Objective Evolutionary Algorithm Using Multi- Classification and Coevolution for Expensive Optimization Problems. IEEE Access 9 (2021)
Qiang He, Lihong Sun, Xingwei Wang, Zhenkun Wang, Min Huang, Bo Yi, Yuantian Wang, Lianbo Ma
Positive opinion maximization in signed social networks. Inf. Sci. 558 (2021)
Ping Zhou, Jianhui Lv, Lianbo Ma, Yidan Chen, Shujun Yang
An Ant Colony Inspired Cache Allocation Mechanism for Heterogeneous Information Centric Network. IEEE Access 9 (2021)
Fengrong Chang, Lianbo Ma, Yan Song, Aoshuang Dong
Brain Storm Optimization Algorithm Based on Formal Concept Analysis. ICSI (1) (2021)
Lianbo Ma, Nan Li, Guo Yu, Xiaoyu Geng, Min Huang, Xingwei Wang
How to Simplify Search: Classification-wise Pareto Evolution for One-shot Neural Architecture Search. CoRR (2021)
Shujun Yang, Yichuan Zhang, Lianbo Ma, Yan Song, Ping Zhou, Gang Shi, Hanning Chen
A Novel Maximin-Based Multi-Objective Evolutionary Algorithm Using One-by-One Update Scheme for Multi-Robot Scheduling Optimization. IEEE Access 9 (2021)
Jianhui Lv, Qing Li, Yong Jiang, Xingwei Wang, Lianbo Ma
Adaptive ACO- Driven ICN Routing Mechanism with Network Status Analysis. ICCCS (2021)
Lianbo Ma, Shi Cheng, Yuhui Shi
Enhancing Learning Efficiency of Brain Storm Optimization via Orthogonal Learning Design. IEEE Trans. Syst. Man Cybern. Syst. 51 (11) (2021)
Yibo Yong, Lianbo Ma, Junfeng Zhao, Xiaolong Shen
A Modified Bacterial Foraging Optimizer with Adaptive Chemotactic Step in Dynamic Search Region. ICIC (1) (2020)
Hao Zhang, Tao Ku, Lianbo Ma, Yibo Yong
Handling Constrained Multi-Objective optimization with Objective Space Mapping to Decision Space Based on Extreme Learning Machine. CEC (2020)
Mingli Shi, Lianbo Ma, Guangming Yang
A New EDA with Dimension Reduction Technique for Large Scale Many-Objective Optimization. ICSI (2020)
Mingzhou Yang, Lianbo Ma, Xingwei Wang, Min Huang, Qiang He
An improved network structural balance approach based on weighted node-to-node influence with evolutionary algorithm. Appl. Soft Comput. 94 (2020)
Lianbo Ma, Mingli Shi, Rui Wang, Shengminjie Chen, Junfei Zhao, Xiaolong Shen
Multi/Many-Objective Optimization Via A New Preference Indicator. CEC (2020)
Yan Xu, Jingwei Wang, Lianbo Ma, Junfeng Zhao, Xiaolong Shen
Two-Stage Learning Brain Storm Optimizer. ICIC (1) (2020)
Xueyi Wang, Lianbo Ma, Shujun Yang, Min Huang, Xingwei Wang, Junfei Zhao, Xiaolong Shen
An aggregated pairwise comparison-based evolutionary algorithm for multi-objective and many-objective optimization. Appl. Soft Comput. 96 (2020)
Lianbo Ma, Rui Wang, Shengminjie Chen, Shi Cheng, Xingwei Wang, Zhiwei Lin, Yuhui Shi, Min Huang
A novel many-objective evolutionary algorithm based on transfer matrix with Kriging model. Inf. Sci. 509 (2020)
Maowei He, Yabao Hu, Hanning Chen, Liling Sun, Xiaoxuan Wang, Weixing Su, Fang Liu, Xiaodan Liang, Lianbo Ma
Lifecycle coevolution framework for many evolutionary and swarm intelligence algorithms fusion in solving complex optimization problems. Swarm Evol. Comput. 47 (2019)
Bo Yi, Xingwei Wang, Min Huang, Lianbo Ma
SDN and NFV enabled service function multicast mechanisms over hybrid infrastructure. Peer-to-Peer Netw. Appl. 12 (2) (2019)
Lianbo Ma, Xingwei Wang, Hai Shen, Min Huang
A novel artificial bee colony optimiser with dynamic population size for multi-level threshold image segmentation. Int. J. Bio Inspired Comput. 13 (1) (2019)
Tian Zhang, Lianbo Ma, Mingli Shi
Evolutionary Optimization of Three-Degree Influence Spread in Social Networks Based on Discrete Bacterial Foraging Optimization Algorithm. BIC-TA (1) (2019)
Qiang He, Xingwei Wang, Zhencheng Lei, Min Huang, Yuliang Cai, Lianbo Ma
TIFIM: A Two-stage Iterative Framework for Influence Maximization in Social Networks. Appl. Math. Comput. 354 (2019)
Lianbo Ma, Peng Sun, Zhiwei Lin, Hui Wang
Composing Knowledge Graph Embeddings via Word Embeddings. CoRR (2019)
Tao Zhang, Lianbo Ma, Guangming Yang
MOPNAR-II: An Improved Multi-Objective Evolutionary Algorithm for Mining Positive and Negative Association Rules. ICTAI (2019)
Yan Xu, Lianbo Ma, Mingli Shi
Adaptive Brain Storm Optimization Based on Learning Automata. BIC-TA (1) (2019)
Rui Wang, Lianbo Ma, Tao Zhang, Shi Cheng, Yuhui Shi
Brain Storm Optimization Algorithm Based on Improved Clustering Approach Using Orthogonal Experimental Design. CEC (2019)
Lianbo Ma, Ying Liu
Maximizing three-hop influence spread in social networks using discrete comprehensive learning artificial bee colony optimizer. Appl. Soft Comput. 83 (2019)
Lianbo Ma, Tao Zhang, Rui Wang, Guangming Yang, Yichuan Zhang
PBAR: Parallelized Brain Storm Optimization for Association Rule Mining. CEC (2019)
Lianbo Ma, Xingwei Wang, Min Huang, Zhiwei Lin, Liwei Tian, Hanning Chen
Two-Level Master-Slave RFID Networks Planning via Hybrid Multiobjective Artificial Bee Colony Optimizer. IEEE Trans. Syst. Man Cybern. Syst. 49 (5) (2019)
Shengminjie Chen, Rui Wang, Lianbo Ma, Zhao Gu, Xiaofan Du, Yichuan Shao
A Novel Many-Objective Bacterial Foraging Optimizer Based on Multi-engine Cooperation Framework. ICSI (1) (2018)
Shikai Jing, Lianbo Ma, Kunyuan Hu, Yunlong Zhu, Hanning Chen
A restructured artificial bee colony optimizer combining life-cycle, local search and crossover operations for droplet property prediction in printable electronics fabrication. J. Intell. Manuf. 29 (1) (2018)
Qiang He, Xingwei Wang, Min Huang, Jianhui Lv, Lianbo Ma
Heuristics-based influence maximization for opinion formation in social networks. Appl. Soft Comput. 66 (2018)
Qiang He, Xingwei Wang, Min Huang, Yuliang Cai, Chuangchuang Zhang, Lianbo Ma
An adaptive approach for handling two-dimension influence maximization in social networks. Int. J. Commun. Syst. 31 (15) (2018)
Lianbo Ma, Xingwei Wang, Ruiyun Yu, Guangming Yang, Jie Li, Min Huang
Biomimicry of plant root growth using bioinspired foraging model for data clustering. Neural Comput. Appl. 29 (3) (2018)
Rui Wang, Shengminjie Chen, Lianbo Ma, Shi Cheng, Yuhui Shi
Multi-indicator Bacterial Foraging Algorithm with Kriging Model for Many-Objective Optimization. ICSI (1) (2018)
Hanning Chen, Lianbo Ma, Maowei He, Xingwei Wang, Xiaodan Liang, Liling Sun, Min Huang
Artificial Bee Colony Optimizer Based on Bee Life-Cycle for Stationary and Dynamic Optimization. IEEE Trans. Syst. Man Cybern. Syst. 47 (2) (2017)
Lianbo Ma, Shi Cheng, Xingwei Wang, Min Huang, Hai Shen, Xiaoxian He, Yuhui Shi
Cooperative two-engine multi-objective bee foraging algorithm with reinforcement learning. Knowl. Based Syst. 133 (2017)
Shikai Jing, Xiaodan Liang, Hanning Chen, Tao Zou, Lianbo Ma
Optimal layout and deployment for RFID system using a novel hybrid artificial bee colony optimizer based on bee life-cycle model. Soft Comput. 21 (14) (2017)
Lianbo Ma, Hanning Chen, Xu Li, Xiaoxian He, Xiaodan Liang
Root system growth biomimicry for global optimization models and emergent behaviors. Soft Comput. 21 (24) (2017)
Lianbo Ma, Xingwei Wang, Min Huang, Hao Zhang, Hanning Chen
A novel evolutionary root system growth algorithm for solving multi-objective optimization problems. Appl. Soft Comput. 57 (2017)
Huiyan Jiang, Wanpeng Dong, Lianbo Ma, Rui Wang
Bacterial Foraging Algorithm Based on Reinforcement Learning for Continuous Optimizations. ISICA (1) (2017)
Chao Bu, Xingwei Wang, Lianbo Ma, Min Huang
SDNFV-Based Routing Service Composition Model. IDCS (2016)
Lianbo Ma, Yunlong Zhu, Dingyi Zhang, Ben Niu
A hybrid approach to artificial bee colony algorithm. Neural Comput. Appl. 27 (2) (2016)
Yang Liu, Junfei Liu, Liwei Tian, Lianbo Ma
Hybrid Artificial Root Foraging Optimizer Based Multilevel Threshold for Image Segmentation. Comput. Intell. Neurosci. 2016 (2016)
Lianbo Ma, Xu Li, Jia Liu, Yang Gao
A Novel Multi-objective Bionic Algorithm Based on Plant Root System Growth Mechanism. ICIC (3) (2016)
Bang Zhang, Xingwei Wang, Lianbo Ma, Min Huang
Optimal Controller Placement Problem in Internet-Oriented Software Defined Network. CyberC (2016)

Lianbo Ma.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Lianbo Ma