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Lianbo Ma 0004
Person information
- affiliation: Northeastern University, Shenyang, Liaoning, China
Other persons with the same name
- Lianbo Ma — disambiguation page
- Lianbo Ma 0001
— Northeastern University College of Information Science and Engineering, Shenyang, China - Lianbo Ma 0002
— Northeastern University, Shenyang, China - Lianbo Ma 0003
— Northeastern University, China
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2020 – today
- 2026
[j96]Wenjie Liu
, Donglin Zhu
, Changjun Zhou
, Shi Cheng
, Lianbo Ma
, Taiyong Li
:
A matrix-assisted surrogate particle swarm optimization algorithm for multi-objective deployment of solar insecticidal lamps. Expert Syst. Appl. 299: 129926 (2026)
[j95]Liang Zhao
, Xuebin Zhou
, Ammar Hawbani
, Na Lin
, Lianbo Ma
, Qiang He
, Majjed Al-Qatf
:
A Lightweight Real-Time Disaster Assessment Semantic Segmentation Model for Autonomous Aerial Vehicles Remote Sensing. IEEE Internet Things J. 13(11): 23751-23765 (2026)
[j94]Jiayi Li
, Zihang Zhang
, Zhenyu Lei
, Jiujun Cheng
, Lianbo Ma
, Cong Liu
, Shangce Gao
:
MoLA: Molecular multimodal layerwise adaptive network for molecular property prediction. Knowl. Based Syst. 338: 115563 (2026)
[j93]Zhen Tang
, Qiang He
, Runze Jiang
, Zelin Zhang
, Hui Fang
, Xingwei Wang
, Lianbo Ma
:
Stop Rumors Fast: A Multiobjective Blocking Approach With Deep Reinforcement Learning in Social Networks. IEEE Trans. Artif. Intell. 7(3): 1430-1442 (2026)
[j92]Qingya Sui
, Lin Zhong
, Lianbo Ma
, Ziqian Wang
, Zhenyu Lei
, Shangce Gao
:
Interclass and Intraclass Relationships Incorporated Knowledge Distillation for Continual Learning. IEEE Trans. Artif. Intell. 7(4): 2102-2111 (2026)
[j91]Nan Li
, Bing Xue
, Lianbo Ma
, Mengjie Zhang
:
Automatic Fuzzy Architecture Design for Defect Detection via Classifier-Assisted Multiobjective Optimization Approach. IEEE Trans. Evol. Comput. 30(2): 479-490 (2026)
[j90]Qiang He
, Yang Xia, Zheng Feng
, Lianbo Ma
, Yingjie Lv, Keping Yu
, Ammar Hawbani
, Kaifa Zheng, Li Xu:
Computation Resource Management in Mobile Edge Computing for Healthcare Using Lyapunov-Deep Deterministic Policy Gradient. IEEE Trans. Mob. Comput. 25(2): 2159-2171 (2026)
[j89]Lianbo Ma
, Yuee Zhou
, Liang Wang
, Xingwei Wang
, Carla-Fabiana Chiasserini
, Guangjie Han
:
Near Optimal Locality-Aware Task Allocation Toward Stable Blockchain-Based MEC System: A Potential Game Approach. IEEE Trans. Mob. Comput. 25(5): 6673-6687 (2026)
[j88]Jian Cheng
, Haidong Kang
, Yuxin Shao, Nan Li, Pengjun Chen, Rui Wang
, Saiqin Long
, Xiaochun Yang
, Lianbo Ma
:
Survey on Efficient Large Language Models: Principles, Algorithms, Applications, and Open Issues. IEEE Trans. Neural Networks Learn. Syst. 37(5): 2025-2045 (2026)
[j87]Qiang He
, Zhen Tang
, Runze Jiang
, Zelin Zhang
, Hui Fang
, Xingwei Wang
, Lianbo Ma
, Keping Yu
:
Uncertainty Rumor Blocking in Social Networks: A Graph Inverse Reinforcement Learning Approach. IEEE Trans. Netw. 34: 3424-3436 (2026)
[j86]Yuee Zhou
, Lianbo Ma
, Xingwei Wang
, Qing Li
, Carla-Fabiana Chiasserini
, Guangjie Han
:
Toward Energy-Efficient Collaborative Inference and Fine-Tuning: Matching Model Compression and Offloading With Resource Availability. IEEE Trans. Netw. 34: 5127-5142 (2026)
[j85]Zeyu Luan
, Zutao Zhang, Kejun Li, Qing Li
, Lianbo Ma
, Yong Jiang
:
Isolation Rules: A Dependency-Free Rule-Caching System for Arbitrary Wildcard Patterns in TCAM. IEEE Trans. Netw. 34: 5159-5174 (2026)
[j84]Yuee Zhou, Lianbo Ma
, Ying Qian
, Min Huang
, Fei Hao
, Xingwei Wang
:
A Stable Locality-Aware Task Scheduling Mechanism for Mobile Edge Computing With Workflow Task Offloading. IEEE Trans. Serv. Comput. 19(1): 72-85 (2026)
[j83]Lianbo Ma
, Jiacheng Ding, Ying Qian
, Qiang He
, Yuanguo Bi
, Qing Li
:
Toward Latency-Sensitive Generative AI Provision via Dynamic Utility Maximization in Serverless Mobile Cloud-Edge Networks. IEEE Trans. Serv. Comput. 19(3): 2534-2547 (2026)
[c25]Haidong Kang, Lianbo Ma, Pengjun Chen, Qiang He, Bo Yi:
Understanding and Enhancing Differentiable Architecture Search from Information Bottleneck Perspective. AAAI 2026: 22500-22508- 2025
[j82]Guo Yu, Lianbo Ma, Xilu Wang
, Wei Du, Wenli Du, Yaochu Jin:
Towards fairness-aware multi-objective optimization. Complex Intell. Syst. 11(1) (2025)
[j81]Guo Yu, Yibo Yong, Chao Jiang
, Fei Hao, Lianbo Ma:
Formal concept analysis assisted large-scale global optimization and its application to cloud task scheduling. Complex Intell. Syst. 11(6) (2025)
[j80]Wanxin Shi
, Qing Li
, Qian Yu
, Fulin Wang
, Gengbiao Shen, Yong Jiang
, Yang Xu
, Lianbo Ma
, Gabriel-Miro Muntean
:
A Survey on Intelligent Solutions for Increased Video Delivery Quality in Cloud-Edge-End Networks. IEEE Commun. Surv. Tutorials 27(2): 1363-1394 (2025)
[j79]Qiang He, Songyangjun Zhang
, Yuliang Cai
, Wei Yuan
, Lianbo Ma, Keping Yu
:
A Survey on Exploring Real and Virtual Social Network Rumors: State-of-the-Art and Research Challenges. ACM Comput. Surv. 57(7): 184:1-184:37 (2025)
[j78]Lei Zhang
, Meng Zheng
, Bin Feng
, Wei Liang
, Lianbo Ma
:
ViT-PLA: A Vision Transformer-Based Physical Layer Authentication Method for Industrial Wireless Networks. IEEE Commun. Lett. 29(6): 1421-1425 (2025)
[j77]Tian Zhang, Lianbo Ma
, Shi Cheng, Yikai Liu, Nan Li, Hongjiang Wang:
Automatic prompt design via particle swarm optimization driven LLM for efficient medical information extraction. Swarm Evol. Comput. 95: 101922 (2025)
[j76]Nan Li, Lianbo Ma
, Rui Wang, Shi Cheng, Yanan Sun, Bing Xue, Mengjie Zhang:
Listwise ranking predictor for evolutionary neural architecture search. Swarm Evol. Comput. 96: 101956 (2025)
[j75]Haidong Kang, Nan Jiang, Jianming Zhao, Shi Cheng, Hongjiang Wang, Lianbo Ma
:
Evolving neural network for few-shot learning via training-free NAS. Swarm Evol. Comput. 99: 102177 (2025)
[j74]Lianbo Ma
, Yuee Zhou
, Ye Ma
, Guo Yu
, Qing Li
, Qiang He
, Yan Pei
:
Defying Multi-Model Forgetting in One-Shot Neural Architecture Search Using Orthogonal Gradient Learning. IEEE Trans. Computers 74(5): 1678-1689 (2025)
[j73]Zimeng Yuan
, Yuanguo Bi
, Yanbo Fan
, Yuheng Liu
, Lianbo Ma
, Liang Zhao
, Qiang He
:
Trajectory Optimization and Power Allocation for Multi-UAV Wireless Networks: A Communication-Based Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Computers 74(10): 3404-3418 (2025)
[j72]Qiang He
, Fei Gao
, Xingwei Wang
, Yong Zhao
, Min Huang
, Lianbo Ma
, Liang Zhao
:
Efficient Rumor Suppression With Dynamic Blocking Strategy in Social Networks. IEEE Trans. Comput. Soc. Syst. 12(6): 4757-4769 (2025)
[j71]Zhaodi Ge
, Hanning Chen, Xiaodan Liang, Lianbo Ma
:
Gated Mechanism Attention Transformer Based on Wavelet Enhanced Optical Flow Field Estimation for Foreground Detection. IEEE Trans. Circuits Syst. Video Technol. 35(4): 3649-3663 (2025)
[j70]Guorui Xie
, Qing Li
, Chupeng Cui, Ruoyu Li
, Lianbo Ma
, Zhuyun Qi, Yong Jiang
:
Intelligent In-Network Attack Detection on Programmable Switches With Soterv2. IEEE Trans. Dependable Secur. Comput. 22(1): 440-456 (2025)
[j69]Jian Cheng
, Tian Zhang
, Shuang Zhang
, Huimin Ren
, Guo Yu
, Xiliang Zhang
, Shangce Gao
, Lianbo Ma
:
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction. IEEE Trans. Emerg. Top. Comput. Intell. 9(2): 1130-1142 (2025)
[j68]Tian Zhang
, Jian Cheng
, Lijie Miao, Hanning Chen, Qing Li
, Qiang He
, Jianhui Lyu, Lianbo Ma
:
Multi-Hop Reasoning With Relation Based Node Quality Evaluation for Sparse Medical Knowledge Graph. IEEE Trans. Emerg. Top. Comput. Intell. 9(2): 1805-1816 (2025)
[j67]Kaifang Long
, Guoyang Xie
, Lianbo Ma
, Qing Li
, Min Huang
, Jianhui Lv
, Zhichao Lu
:
Enhancing Multimodal Learning via Hierarchical Fusion Architecture Search With Inconsistency Mitigation. IEEE Trans. Image Process. 34: 5458-5472 (2025)
[j66]Xin Wang
, Lianbo Ma
, Sajal K. Das
, Zhonghua Liu
:
ReMeNet: A Memory-Enhanced GAN Model for Intrusion Detection in Transportation Cyber-Physical Systems. IEEE Trans. Intell. Transp. Syst. 26(9): 14264-14276 (2025)
[j65]Liang Wang
, Yaru Wang, Zhiwen Yu
, Fei Xiong
, Lianbo Ma
, Huan Zhou
, Bin Guo
:
Similarity Caching in Dynamic Cooperative Edge Networks: An Adversarial Bandit Approach. IEEE Trans. Mob. Comput. 24(4): 2769-2782 (2025)
[j64]Xueyi Wang
, Xingwei Wang
, Chen Wang, Rongfei Zeng
, Lianbo Ma
, Qiang He
, Min Huang
:
Truthful Online Combinatorial Auction-Based Mechanisms for Task Offloading in Mobile Edge Computing. IEEE Trans. Mob. Comput. 24(7): 6488-6502 (2025)
[j63]Shan Su
, Liang Wang
, Zhiwen Yu
, Xiaofang Xia
, Lianbo Ma
, Fei Xiong
, Yao Zhang
, Bin Guo
:
Crowdsensing for Emergency Response in Unknown Environments: A Rapid Strategic Sensing Approach. IEEE Trans. Mob. Comput. 24(11): 12019-12034 (2025)
[j62]Qiang He
, Li Zhang, Hui Fang, Xing-wei Wang
, Lianbo Ma
, Keping Yu
, Jie Zhang:
Multistage Competitive Opinion Maximization With Q-Learning-Based Method in Social Networks. IEEE Trans. Neural Networks Learn. Syst. 36(4): 7158-7168 (2025)
[j61]Lianbo Ma
, Ying Qian, Guo Yu
, Zhetao Li
, Liang Wang
, Qing Li
, Xingwei Wang
, Guangjie Han
:
TBCIM: Two-Level Blockchain-Aided Edge Resource Allocation Mechanism for Federated Learning Service Market. IEEE Trans. Netw. 33(6): 3408-3423 (2025)
[j60]Qiang He
, Zhaolin Xi
, Zheng Feng
, Yueyang Teng
, Lianbo Ma
, Yuliang Cai
, Keping Yu
:
Telemedicine Monitoring System Based on Fog/Edge Computing: A Survey. IEEE Trans. Serv. Comput. 18(1): 479-498 (2025)
[j59]Xinyuan Zhu, Fei Hao
, Lianbo Ma
, Changqing Luo
, Geyong Min
, Laurence T. Yang
:
DRL-Based Joint Optimization of Wireless Charging and Computation Offloading for Multi-Access Edge Computing. IEEE Trans. Serv. Comput. 18(3): 1352-1367 (2025)
[j58]Liang Wang
, Bingnan Shen
, Lianbo Ma
, Yao Zhang
, Yingnan Zhao
, Hongzhi Guo
, Zhiwen Yu
, Bin Guo
:
Joint Task Offloading and Migration Optimization in UAV-Enabled Dynamic MEC Networks. IEEE Trans. Serv. Comput. 18(4): 2143-2157 (2025)
[c24]Kaifang Long, Guoyang Xie, Lianbo Ma, Jiaqi Liu, Zhichao Lu
:
Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective. AAAI 2025: 12273-12281
[c23]Aohan Mei, Nan Li, Tian Zhang, Lianbo Ma:
Evolutionary Graph Fusion Architecture Search. CEC 2025: 1-8
[c22]Haidong Kang, Lianbo Ma, Pengjun Chen, Guo Yu, Xingwei Wang, Min Huang:
Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS. ICCV 2025: 796-805
[c21]Lianbo Ma, Jianlun Ma, Yuee Zhou, Guoyang Xie, Qiang He, Zhichao Lu:
Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning. ICML 2025
[c20]Haidong Kang, Lianbo Ma, Guo Yu, Shangce Gao:
Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization. IJCAI 2025: 5517-5526
[c19]Nan Li, Bing Xue, Lianbo Ma, Mengjie Zhang:
Transferable Relativistic Predictor: Mitigating Cross-Task Cold-Start Issue in NAS. IJCAI 2025: 5625-5633
[c18]Zihao Wang, Qing Li, Guorui Xie, Dan Zhao, Kejun Li, Zhuochen Fan, Lianbo Ma, Yong Jiang:
Minos : A Lightweight and Dynamic Defense against Traffic Analysis in Programmable Data Planes. USENIX ATC 2025: 399-415
[i8]Lianbo Ma, Jianlun Ma, Yuee Zhou, Guoyang Xie, Qiang He, Zhichao Lu:
Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning. CoRR abs/2505.04877 (2025)
[i7]Haidong Kang, Lianbo Ma, Guo Yu, Shangce Gao:
Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization. CoRR abs/2508.03002 (2025)- 2024
[j57]Guo Yu, Xinzhe Wang, Chao Jiang
, Yang Liu, Lianbo Ma, Cuimei Bo, Quanling Zhang:
Transferable preference learning in multi-objective decision analysis and its application to hydrocracking. Complex Intell. Syst. 10(5): 7401-7418 (2024)
[j56]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): 41:1-41:34 (2024)
[j55]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): 328-336 (2024)
[j54]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): 2828-2839 (2024)
[j53]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): 481-494 (2024)
[j52]Lianbo Ma
, Haidong Kang
, Guo Yu
, Qing Li
, Qiang He
:
Single-Domain Generalized Predictor for Neural Architecture Search System. IEEE Trans. Computers 73(5): 1400-1413 (2024)
[j51]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): 570-581 (2024)
[j50]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): 3274-3285 (2024)
[j49]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): 1444-1455 (2024)
[j48]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): 6377-6391 (2024)
[j47]Hanling Wang
, Qing Li
, Haidong Kang
, Dieli Hu
, Lianbo Ma
, Gareth Tyson, Zhenhui Yuan
, Yong Jiang
:
ParaLoupe: Real-Time Video Analytics on Edge Cluster via Mini Model Parallelization. IEEE Trans. Mob. Comput. 23(12): 13945-13962 (2024)
[c17]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: 14246-14254
[c16]Haidong Kang, Lianbo Ma, Nan Li, Jianlun Ma, Jian Cheng:
When NAS Meets Anomaly Detection: In Search of Resource-Efficient Architectures in Surveillance Video. IJCNN 2024: 1-7
[c15]Tian Zhang, Nan Li, Haidong Kang, Jianing Liu, Hongjiang Wang, Lianbo Ma:
Neural Architecture Search based on Brain Storm Optimization Algorithm for Face Detection. IJCNN 2024: 1-8
[i6]Lianbo Ma, Yuee Zhou, Jianlun Ma, Guo Yu, Qing Li:
One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training. CoRR abs/2401.16760 (2024)
[i5]Kaifang Long, Guoyang Xie, Lianbo Ma, Jiaqi Liu, Zhichao Lu:
Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective. CoRR abs/2412.17297 (2024)- 2023
[j46]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: 110412 (2023)
[j45]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: 109557 (2023)
[j44]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: 109895 (2023)
[j43]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): 448-449 (2023)
[j42]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): 12247-12260 (2023)
[j41]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): 54-64 (2023)
[j40]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): 691-703 (2023)
[j39]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): 1707-1718 (2023)
[j38]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): 2244-2253 (2023)
[j37]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): 7138-7151 (2023)
[c14]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: 396-405
[c13]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: 9194-9204
[c12]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- 2022
[j36]Maowei He
, Haitao Xia
, Hanning Chen, Lianbo Ma
:
An Inhomogeneous Grid-Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Access 10: 60459-60473 (2022)
[j35]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: 109331 (2022)
[j34]Jianhui Lv, Zhiwei Lin, Hui Cheng, Qingyi Zhang, Lianbo Ma:
Editorial. Int. J. Artif. Intell. Tools 31(4): 2202005:1-2202005:2 (2022)
[j33]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)
[j32]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): 16683-16700 (2022)
[j31]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: 101042 (2022)
[j30]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): 78-87 (2022)
[j29]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): 6684-6696 (2022)
[j28]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): 12698-12711 (2022)
[j27]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): 1452-1472 (2022)
[j26]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): 341-354 (2022)
[j25]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): 544-555 (2022)
[j24]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): 728-739 (2022)
[j23]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): 805-817 (2022)
[j22]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): 4125-4138 (2022)
[j21]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): 4403-4415 (2022)
[c11]Yuee Zhou
, Haidong Kang
, Tian Zhang
, Lianbo Ma
, TieJun Xing:
Multiple Residual Quantization of Pruning. DMBD (1) 2022: 209-219
[i4]Guo Yu, Lianbo Ma, Wei Du, Wenli Du, Yaochu Jin:
Towards Fairness-Aware Multi-Objective Optimization. CoRR abs/2207.12138 (2022)
[i3]Nan Li, Lianbo Ma, Guo Yu, Bing Xue, Mengjie Zhang, Yaochu Jin:
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications and Open Issues. CoRR abs/2208.10658 (2022)- 2021
[j20]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: 55485-55496 (2021)
[j19]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: 121316-121328 (2021)
[j18]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: 159160-159174 (2021)
[j17]Shi Cheng
, Lianbo Ma, Hui Lu, Xiujuan Lei, Yuhui Shi:
Evolutionary computation for solving search-based data analytics problems. Artif. Intell. Rev. 54(2): 1321-1348 (2021)
[j16]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: 34-49 (2021)
[j15]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): 6723-6742 (2021)
[c10]Jianhui Lv, Qing Li, Yong Jiang, Xingwei Wang, Lianbo Ma:
Adaptive ACO- Driven ICN Routing Mechanism with Network Status Analysis. ICCCS 2021: 458-462
[i2]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 abs/2109.07582 (2021)- 2020
[j14]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: 106323 (2020)
[j13]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: 106641 (2020)
[j12]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: 437-456 (2020)
[c9]Lianbo Ma, Mingli Shi, Rui Wang
, Shengminjie Chen
, Junfei Zhao, Xiaolong Shen:
Multi/Many-Objective Optimization Via A New Preference Indicator. CEC 2020: 1-6
2010 – 2019
- 2019
[j11]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: 338-352 (2019)
[j10]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): 32-44 (2019)
[j9]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): 405-421 (2019)
[j8]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): 861-880 (2019)
[c8]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: 262-270
[c7]Lianbo Ma, Tao Zhang, Rui Wang
, Guangming Yang, Yichuan Zhang:
PBAR: Parallelized Brain Storm Optimization for Association Rule Mining. CEC 2019: 1148-1156
[i1]Lianbo Ma, Peng Sun, Zhiwei Lin, Hui Wang:
Composing Knowledge Graph Embeddings via Word Embeddings. CoRR abs/1909.03794 (2019)- 2018
[j7]Qiang He
, Xingwei Wang, Min Huang, Jianhui Lv
, Lianbo Ma:
Heuristics-based influence maximization for opinion formation in social networks. Appl. Soft Comput. 66: 360-369 (2018)
[j6]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)
[j5]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): 819-836 (2018)
[c6]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: 520-529
[c5]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: 530-539- 2017
[j4]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: 379-398 (2017)
[j3]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: 278-293 (2017)
[j2]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): 327-346 (2017)
[c4]Huiyan Jiang, Wanpeng Dong, Lianbo Ma, Rui Wang
:
Bacterial Foraging Algorithm Based on Reinforcement Learning for Continuous Optimizations. ISICA (1) 2017: 41-52- 2016
[c3]Lianbo Ma, Xu Li, Tianhan Gao, Qiang He, Guangming Yang, Ying Liu:
Indicator-Based Multi-objective Bacterial Foraging Algorithm with Adaptive Searching Mechanism. BIC-TA (2) 2016: 271-277
[c2]Bang Zhang, Xingwei Wang, Lianbo Ma, Min Huang:
Optimal Controller Placement Problem in Internet-Oriented Software Defined Network. CyberC 2016: 481-488
[c1]Chao Bu, Xingwei Wang, Lianbo Ma, Min Huang:
SDNFV-Based Routing Service Composition Model. IDCS 2016: 59-71- 2014
[j1]Lianbo Ma
, Kunyuan Hu, Yunlong Zhu, Hanning Chen:
Cooperative artificial bee colony algorithm for multi-objective RFID network planning. J. Netw. Comput. Appl. 42: 143-162 (2014)
Coauthor Index

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