（1）基于用户自主文意构建的跨组织语义文件交换技术研究（国自科青年，61702173）

（2）基于用户兴趣场景过滤的移动推荐方法研究（湖南省重点研发计划，2016JC2015）

（3）大数据可靠迁移学习关键技术研究（湖南省自科，2020JJ4219）

（4）五自由度模拟器及地面站综合控制系统开发（JKQT）

（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）

[1]Yuzhe Xiao, Guangyi Xiao*, Hao Chen: Unified multi-level neighbor clustering for Source-Free Unsupervised Domain Adaptation. Pattern Recognit. 153: 110533 (2024)

[2]Ning Han, Yawen Zeng, Chuhao Shi, Guangyi Xiao*, Hao Chen, Jingjing Chen: BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 20(3): 86:1-86:21 (2024)

[3]Guangyi Xiao, Shun Peng, Weiwei Xiang, Hao Chen, Jingzhi Guo, Zhiguo Gong: CMFT: Contrastive Memory Feature Transfer for Nonshared-and-Imbalanced Unsupervised Domain Adaption. IEEE Trans. Ind. Informatics 19(8): 9227-9238 (2023)

[4]Songshang Zou, Hao Chen, Hui Feng, Guangyi Xiao, Zheng Qin, Weiwei Cai: Traffic Flow Video Image Recognition and Analysis Based on Multi-Target Tracking Algorithm and Deep Learning. IEEE Trans. Intell. Transp. Syst. 24(8): 8762-8775 (2023)

[5]Jintao Zhang, Guangyi Xiao*: Gradual Migration and Style Consistency for Unsupervised Domain Adaptation. ICME 2023: 534-539

[6]Jianglin Wei, Guangyi Xiao*, Shun Peng, Hao Chen, Jingzhi Guo, Zhiguo Gong: Fine-Grained Alignment for Boundary Samples under Open Set Domain Adaptation. ICME 2023: 2693-2698

[7]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.

[8]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.

[9]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）

[10]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.

[11]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)

[12]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)

[13]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)

[14]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).

[15]Liubo Ouyang, Hui Tang, Guangyi Xiao. Chinese Text Relation Extraction with Multi-instance Multi-label BLSTM Neural Networks. SEKE 2019: 337-448 （CCF C） 

[16]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)

[17]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).

[18]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).

[19]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)

[20]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).

[21]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).

[22]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).

[23]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。

高级算法分析与设计（面向研一计算机科学与技术专业及博士生）

计算机算法（面向大学二年级本科生）

2009-2015.2澳门大学博士奖学金

2014- 论文“ImprovingMultilingual Semantic Interoperation in Cross-Organizational Enterprise Systemsthrough Concept Disambiguation” 被ESI评为“高引用”论文（ISI数据库只有前1%的引用次数论文才能被评上高引用论文）。

2016.10美国The CollaborativeConference on Big Data (CCBD)做特邀报告

2023年毕业：

（1）彭顺：国家超算长沙中心+湖大读博

（2）刘佳佳：湖南云箭制导航空弹药研究院

（3）赵琪：交通银行软件研发中心

（4）曾朝阳：长沙恒生聚源信息技术有限公司

（5）韩宁（合作博士）：湘潭大学计算机学院老师

2022年毕业：

（1）高毅宁: 中国建设银行河北分行金通科技部

（2）韩旭：阿里巴巴-飞猪

（3）谭震：中兴通信（长沙）

2021年毕业：

（1）向维维：怀化学院老师

（2）刘坤：中国银行股份有限公司河北省分行

2020年毕业：

（1）刘欢：华为

（2）刘新龙：中国移动成都产业研究院

（3）王果：中兴

（4）熊瑶：中兴

（5）吴淇：厦门大学读博

2019年毕业：

（1）周倚文：深交所

（2）徐亚琴：京东，中国平安财产保险股份有限公司（现在）

（3）莫济谦：澳门大学读博

[20240407]现招收2024年研究生1-2名，欢迎有志从事多模态大语言模型、图像识别和迁移学习科研工作或人工智能开发的学生加入，在这里你将会得到锻炼。（顺便恭喜2024届毕业生都找到好的工作了，魏江林签了腾讯，肖宇哲签了华为，张锦涛签了中联重科）[已招满]