科研论文
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Tian Zhang, Lijie Miao, Jian Cheng*, 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 Transactions on Emerging Topics in Computational Intelligence, 2024. (JCR 2区).
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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 Communications Surveys and Tutorials, 2024. (中科院1区Top, IF: 35.2).
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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 Transactions on Dependable and Secure Computing, 10.1109/TDSC.2024.3402955, 2024. (CCF A类).
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Qiang He, Li Zhang, Hui Fang, Xingwei Wang, Lianbo Ma, Keping Yu, Jie Zhang, Multistage Competitive Opinion Maximization With Q-Learning-Based Method in Social Networks, IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2024.3387293, 2024 (中科院 1区).
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Lianbo Ma, Ye Ma, Yuee Zhou, Guo Yu, Qing Li, Qiang He, and Yan Pei, Defying Multi-model Forgetting in One-shot Neural Architecture Search Using Orthogonal Gradient Learning, IEEE Transactions on Computers, 2024. (CCF A类).
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Lianbo Ma, Haidong Kang, Guo Yu, Qing Li, Qiang He, Single-Domain Generalized Predictor for Neural Architecture Search System, IEEE Transactions on Computers, 2024. (CCF A类，计算机体系结构顶刊).
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Lianbo Ma, Yuee Zhou, Jianlun Ma, Guo Yu, Qing Li, One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training, AAAI-24, 2024 (CCF A类，人工智能顶会).
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Lianbo Ma, Nan Li, Peican Zhu, Keke Tang, Asad Khan, Feng Wang, and Guo Yu, A Novel Fuzzy Neural Network Architecture Search Framework for Defect Recognition with Uncertainties, IEEE Transactions on Fuzzy Systems, 2024. (中科院1区，模糊理论顶刊).
2023年：
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Zhengxin Zhang, Yucheng Huang, Guanglin Duan, Qing Li, Dan Zhao, Yong Jiang, Lianbo Ma, Xi Xiao, and Hengyang Xu, Metis: Understanding and Enhancing Regular Expressions in Network, NeurIPS 2023. (CCF A类，人工智能顶会).
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Lianbo Ma, Nan Li, Guo Yu, Xiaoyu Geng, Shi Cheng, Xingwei Wang, Min Huang, Yaochu Jin, Pareto-wise Ranking Classifier for Multi-objective Evolutionary Neural Architecture Search，IEEE Transactions on Evolutionary Computation, 2023.（进化计算顶刊，中科院1区）.
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Lianbo Ma, Yang Liu, Guo Yu Xinzhe Wang, Hongwei Mo, Gaige Wang, Yaochu Jin, Ying Tan, A Variable-Length Mixed-Variable Pareto Optimization Approach to Evolutionary Cloud Service Allocation, IEEE Transactions on System, Man, and Cybernetics: Systems, 2023,doi: 10.1109/TSMC.2023.3295371 （中科院1区，国际控制论顶刊）.
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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 MM,2023 (CCF A类，多媒体与人工智能顶会).
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Guorui Xie, Qing Li, Zhenning Shi, Hanbin Fang, Shengpeng Ji, Yong Jiang, Zhenhui Yuan, Lianbo Ma, and Mingwei Xu, Generating Neural Networks for Diverse Networking Classification Tasks via Hardware-Aware Neural Architecture Search, IEEE Transactions on Computers, 2023 (CCF A类，计算机体系结构顶刊).