【科研论文】

[1]Xiaoyong Liu, Xin Qin, Chunlin Xu,et al. A Knowledge-enhanced model with syntactic-aware attentive graph convolutional network for biomedical entity and relation extraction[J]. International Journal of Machine Learning and Cybernetics, 2024

[2]Xiaoyong Liu, Handong Wen, Chunlin Xu, et al. Context-aware generative prompt tuning for relation extraction[J]. International Journal of Machine Learning and Cybernetics, 2024

[3]Huihui Li, Xiangling Xiao, Xiaoyong Liu*, et al. Learning Cognitive Features as Complementary for Facial Expression Recognition[J]. International Journal of Intelligent Systems, 2024, 2024(1): 7321175.

[4]Xiaoyong Liu, Ziyang Dong, Huihui Li*, et al. H-RNet: Hybrid Relation Network for Few-Shot Learning-Based Hyperspectral Image Classification[J]. Remote Sensing.2023,15(10), 2497

[5] Hao Li; Xiaoyong Liu; Huihui Li; Ziyang Dong; Xiangling Xiao. MDFENet: A Multiscale Difference Feature Enhancement Network for Remote Sensing Change Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 3104-3115, 2023.

[6] Zhensheng Huang, Xiaoyong Liu, Hui Fu, Zhiguo Du.A novel parameter optimisation method of hydraulic turbine regulating system based on fuzzy differential evolution algorithm and fuzzy PID controller[J].International Journal of Bio-Inspired Computation,2021,18(3):153-164.

[7] Xiaoyong Liu, Ziyang Dong, Huihui Li, Jinchang Ren, et al.H-RNet: Hybrid Relation Network for Few-Shot Learning-Based Hyperspectral Image Classification.Remote Sensing 15.10(2023).

[8] 欧阳佳,印鉴,肖政宏,等.面向频繁项集挖掘的本地差分隐私事务数据收集方法[J].软件学报,2021,32(11):3541-3562.DOI:10.13328/j.cnki.jos.006044.

[9] Jia Ouyang, Huang Huimin, Ren Jiaxin,Xie Luodi & Xiao Yinyin.(2023).Contrastive learning with text augmentation for text classification.Applied Intelligence(16),19522-19531.

[10] Ouyang Jia,Xiao Yinyin,Liu Shaopeng,Xiao Zhenghong & Liao Xiuxiu.(2021).Set-valued data collection with local differential privacy based on category hierarchy..Mathematical biosciences and engineering : MBE(3),2733-2763.

[11]欧阳佳,肖茵茵,刘少鹏,等.基于在线判题系统的程序设计课程群教学研究[J].信息与电脑(理论版),2021,33(12):228-231.

[12] Liu H, Cui X. Adaptive estimation for spatially varying coefficient models[J]. AIMS Mathematics, 2023, 8(6): 13923-13942.

[13] Liu H, Huang C, Lian H, et al. Hierarchical spatially varying coefficient process regression for modeling net anthropogenic nitrogen inputs (NANI) from the watershed of the Yangtze River, China[J]. Sustainability, 2023, 15(16): 12567.

[14] DONG C, ZHANG K, WEI X, et al. Spatiotemporal Graph Attention Network modeling for multi-step passenger demand prediction at multi-zone level [J]. Physica A: Statistical Mechanics and its Applications, 2022, 603.

[15] ZHANG K, ZHAO L, DONG C, et al. AI-TP: Attention-Based Interaction-Aware Trajectory Prediction for Autonomous Driving [J]. IEEE Transactions on Intelligent Vehicles, 2022, PP: 1-1.

[16] DONG C, FENG X, WEI X, et al. Spatiotemporal Semantic Enhanced Model for Traffic Flow Prediction on Large-Scale Road Networks, IEEE Access, vol. 11, pp. 95958-95973, 2023.

[17] Yanke Zhang; Chi Zhang; Nuno M. Reis; Wei Chen; Bo Liang; Zhengchun Liu; A portable microfluidic electrochemical sensor with nonlinear fit strategy for wide-range uric acid detection, Microchemical Journal, 2024, 203: 110908.

[18] Yanke Zhang; Wei Chen; Qingteng Lai; Zhengchun Liu; Reaction–diffusion equation model in the electrical double layer for exploring the response signal in electrochemical sensing, Modern Physics Letters B, 2024, 38: 2450307.

[19]Yanke Zhang; Chi Zhang; Wei Chen; Zhengchun Liu; One-step laser-induced Cu-embedded graphene for non-enzymatic glucose sensing in beverages, Journal of Alloys and Compounds, 2024, 992: 174563.

[20] Yanke Zhang; Qingteng Lai; Wei Chen; Chi Zhang; Long Mo; Zhengchun Liu; Recent Advance in Cortisol Immunosensing Technologies and Devices, Chemosensors, 2023, 11(2): 90.

[21] Yiming Zhang, Fengwei Zhang*, Xiapu Luo*, Rui Hou, Xuhua Ding, Zhenkai Liang, Shoumeng Yan*, Tao Wei, Zhengyu He. SCRUTINIZER: Towards Secure Forensics on Compromised TrustZone. In Proceedings of the 32nd Network and Distributed System Security Symposium (NDSS), San Diego, CA, February 2025. 

[23] Yiming Zhang, Yuxin Hu, Zhenyu Ning, Fengwei Zhang*, Xiapu Luo, Haoyang Huang, Shoumeng Yan, Zhengyu He. Shelter: Extending Arm CCA with Isolation in User Space. In Proceedings of the 32nd USENIX Security Symposium (USENIX Security), Anaheim, CA, August 2023. 

[24] Yiming Zhang, Yuxin Hu, Haonan Li, Wenxuan Shi, Zhenyu Ning*, Xiapu Luo*, Fengwei Zhang. Alligator In Vest: A Practical Failure-Diagnosis Framework via Arm Hardware Features. In Proceedings of the 32nd International Symposium on Software Testing and Analysis (ISSTA), Seattle, WA, July 2023.

[25] Chuqi Zhang, Jun Zeng, Yiming Zhang, Adil Ahmad, Fengwei Zhang, Hai Jin, Zhenkai Liang. The HitchHiker’s Guide to High-Assurance System Observability Protection with Efficient Permission Switches. In Proceedings of the 31th ACM Conference on Computer and Communications Security (CCS), Salt Lake City, UT, October 2024.

[26] 张锋巍, 周雷, 张一鸣, 任明德, 邓韵杰. 可信执行环境：现状与展望[J]. 计算机研究与发展, 2024, 61(1): 243-260

[27] Ye Shujin, Chang Ming-Yui, Chan Tse-Tin, Liu Hai, Wang Yue, Yu Lu, “Effective Search Strategy for Moving Targets in Unknown Environments using Multiple Robots.” 2024 IEEE 30th International Conference on Parallel and Distributed Systems (ICPADS).

[28]刘俊涛,王美林,张弩.基于微服务框架的实验室信息管理系统的设计与实现[J].电脑知识与技术,2022,18(17):1-3.DOI:10.14004/j.cnki.ckt.2022.1096.

[29] Huihui Li, Xiangling Xiao, Xiaoyong Liu, Jianhua Guo, Guihua Wen, Peng Liang.(2022). Heuristic objective for facial expression recognition. The Visual Computer(10),4709-4720.

[30] Youda Mo, Huihui Li*, Xiangling Xiao*, et al. Swin-Conv-Dspp and Global Local Transformer for Remote Sensing Image Semantic Segmentation[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 5284-5296, 2023.

[31] Huihui Li, Guihua Wen, Xiping Jia, Zhiyong Lin, Huimin Zhao, Xiangling Xiao. Augmenting features by relative transformation for small data[J]. Knowledge-Based Systems, 2021, 225(7):107121.

[32] 张新龙, 余佳倩, 刘珂欣, 刘鹏飞(2023). 珠三角地区碳排放预测以及影响因素分析. 數據分析(Journal of Data Analysis),18(2), 59-74.

[33] Z. Yue, L. Lin, T. Tan, H. Huang, J. Zhan(詹瑾)* et al. An Improved Concat Module Based on HRNet for 2D Multi-person Pose Estimation. The 9th International Conference on Digital Home (ICDH 2022). 2022.11.

【发明专利】

[1]欧阳佳,肖政宏,刘少鹏.基于MPC攻击模型的隐私参数设置方法[P].广东省:CN202010015556.3,2023-08-18.

[2]欧阳佳,肖政宏,刘少鹏.基于事务数据收集的支持度计数评估方法[P].广东省:CN202010014932.7,2024-02-27.

[3]陈惠香,欧阳佳,邓文新,等.一种基于Python的计算思维教学系统[P].广东省:CN202010022608.X,2023-11-24.

[4]岳振猛：多目标对象轨迹生成方法、系统、电子设备和存储介质，CN202111468098.X，发明专利

[5]岳振猛：图像目标检测方法、装置、计算机设备及可读存储介质,CN202111400297.7,发明专利

[6]张锋巍，宁振宇，张一鸣，数据记录方法和数据记录装置，专利号ZL202210881085.3，授权公告日:  2022/12/27

[7]肖湘玲：一种基于零样本学习的人脸表情识别方法及装置, CN202111111549.4, 发明专利， 2021-09-23

[8]肖湘玲：一种基于图卷积神经网络的人脸表情识别方法及装置,  CN202111472952.X, 发明专利， 2021-12-03

【代表性科研项目】

[1] 国家自然科学基金面上项目，细粒度隐性关联知识发现及其可视化探索方法研究，2022.1至今，56万，主持，在研；

[2] 广东省科技创新战略市县科技创新支撑专项：河源市农村科技特派员支撑县域经济高质量发展，2023/1至今，30万，主持；

[3] 教育部人文社科项目（工程科技人才培养专项）：系统论视角下新一代人工智能复合型人才协同培养模式研究，2018/8-2020.12，10万，主持；

[4] 广东省协同创新与平台环境建设专项资金，大数据环境下面向战略性新兴产业服务的精准型科研众包平台研究，2018.1-2020.12，30万，主持，结题；

[5] 广东省农村科技特派员团队项目：茶叶电子商务信息化建设规划、系统开发及技术培训，2021/12-2024/12，30万，主持；

[6] 广东省自然科学基金面上项目,“双曲最优传输对比学习的表情识别研究”，2023/01-2025/12，10万，参与；

[7] 广东省普通高校特色创新项目(自然科学)，“基于不确定性竞争网络的表情识别研究”，2023/01-2024/12，9万，参与；

[8] 广东省普通高校青年创新人才项目(自然科学),“面向多源异构数据精细化融合与协调学习算法研究”, 2022/01-2024/12, 3万，参与；

[9] 国家自然科学基金青年科学基金项目，面向高维数据发布的差分隐私保护方法研究，25万，结题，主持；

[10] 广州市科技创新发展专项资金科学研究计划一般研究项目，基于差分隐私的大数据隐私保护发布方法研究，20 万元，结题，主持。