科研课题（主持）：
校企合作项目（主持）：
（1）智慧城市5G+AI物联网大数据建模及算法设计（中阳，55万）
（2）中联环境垃圾收运车翻桶图像特征建模及算法设计（中联环境，50万）
（3）基于文本识别与自然语言处理的合同智能检测关键技术研究及应用（国网湖南省电力有限公司节能管理分公司，29.8万）
（4）基于订单信息的食材图像识别系统（餐智，20万）
（5）智能售货终端的研发及大数据平台建设项目（中谷，20万）
近年发表论文：
[1]Guangyi Xiao, Liu, X., Chen, H., Guo, J., & Gong, Z. (2023). AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation. arXiv preprint arXiv:2302.07728.
[2]Guangyi Xiao, S. Peng, W. Xiang, H. Chen, J. Guo and Z. Gong, "CMFT: Contrastive Memory Feature Transfer for Non-shared-and-Imbalanced Unsupervised Domain Adaption," in IEEE Transactions on Industrial Informatics, doi: 10.1109/TII.2022.3227637.
[3]S. Zou, H. Chen, H. Feng, Guangyi Xiao, Z. Qin and W. Cai, "Traffic Flow Video Image Recognition and Analysis Based on Multi-Target Tracking Algorithm and Deep Learning," in IEEE Transactions on Intelligent Transportation Systems, 2022, doi: 10.1109/TITS.2022.3222608.
[4]Guangyi Xiao, Xiang, W., Peng, S., Chen, H., Guo, J., & Gong, Z. (2022). NI-UDA: Graph Contrastive Domain Adaptation for Non-Shared-and-Imbalanced Unsupervised Domain Adaptation. IEEE Transactions on Aerospace and Electronic Systems.（中科院SCI二区）
[5]Zou, S., Guangyi Xiao*, Liu, K., Peng, S., Wei, J., Gao, Y., & Chen, H. (2022). Real-time Cargo Loading Identification Based on Self-powered Camera. IEEE Sensors Journal.
[6]Da Cao, Xiangnan He, Lianhai Miao, Guangyi Xiao*, Hao Chen & Richang Hong，Social-enhanced Attentive Group Recommendation，IEEE Transactions on Knowledge and Data Engineering (TKDE 2021, CCF A，通讯作者)
[7]Ning Han, Jingjing Chen, Guangyi Xiao, Hao Zhang, Yawen Zeng, Hao Chen: Fine-grained Cross-modal Alignment Network for Text-Video Retrieval. ACM Multimedia 2021: 3826-3834 (CCF A, Oral)
[8]Yining Gao, Guangyi Xiao*: Real-time chinese traffic warning signs recognition based on cascade and CNN. J. Real Time Image Process. 18(3): 669-680 (2021) (中科院SCI三区，通讯)
[9]Guangyi Xiao, Qi Wu, Hao Chen, Da Cao, Jingzhi Guo, Zhiguo Gong(2020) A Deep Transfer Learning Solution for Automating Food Material Procurement using Electronic Scales. IEEE Transactions on Industrial Informatics (中科院SCI一区).
[10]Liubo Ouyang, Hui Tang, Guangyi Xiao. Chinese Text Relation Extraction with Multi-instance Multi-label BLSTM Neural Networks. SEKE 2019: 337-448 （CCF C）
[11]Chen H, Xu J, Guangyi Xiao*, et al. Fast auto-clean CNN model for onlineprediction of food materials[J]. Journal of Parallel and DistributedComputing, vol 117, 2018: 218-227(CCF B)
[12]Guangyi Xiao, Even Chow, Hao Chen, Jiqian Mo (2017) Chinese Questions Classification in the Law Domain. In: Proc. of 13th IEEEInternational Conference on e-Business Engineering (IEEE ICEBE 2017).
[13]Guangyi Xiao, Even Chow, Hao Chen, Jiqian Mo (2017) Multi-task CNNfor Classification of Chinese Legal Questions. In: Proc. of 13th IEEEInternational Conference on e-Business Engineering (IEEE ICEBE 2017).
[14]Guangyi Xiao, Guo J, Gong Z, and Renfa Li(2016). Semantic inputmethod of Chinese word senses for semantic document exchange ine-business[J]. Journal of Industrial Information Integration, 2016, 3: 31-36. (中科院SCI一区)
[15]Guangyi Xiao, JingzhiGuo, Zhiguo Gong and Renfa Li(2016).Pinyin-Senses Input Method for Semantic Document Exchange in E-business. In:Proc. of 13th IEEE International Conference on e-Business Engineering (IEEE ICEBE 2016).
[16]Guangyi Xiao, JingzhiGuo, Zhiguo Gong and Renfa Li(2015). Semantic Document Exchange for E-Business: Trends and Issues. In: Proc. of 12th IEEEInternational Conference on e-Business Engineering (IEEE ICEBE 2015).
[17]Guangyi Xiao, JingzhiGuo, Lida Xu and Zhiguo Gong (2014). User Interoperability with Heterogeneous IoT Devices throughTransformation. IEEE Transactions on Industrial Informatics, vol. 10, no.2, pp. 1486-1496, May 2014(中科院SCI一区).
[18]Jingzhi Guo, Li Da Xu, Guangyi Xiao*, Zhiguo Gong: Improving Multilingual Semantic Interoperation in Cross-Organizational Enterprise Systems Through Concept Disambiguation. IEEE Trans. Ind. Informatics 8(3): 647-658 (2012)(中科院SCI一区).
最新全部论文列表：GOOGLE学术主页；DBLP学术主页。
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