张宇翔

(Yuxiang Zhang)

基本信息

职称：教授

邮箱：yxzhang@cauc.edu.cn

研究领域

数据分析、民航信息化

教育背景

工学博士：信息网络与安全，北京交通大学，2011

个人简介

先后访学清华大学信息网络工程研究中心(2013.09-2014.07)和新加坡国立通信资讯研究院(I2R)(2014.09-2015.02)。在中文一级学报“软件学报”、“计算机学报”等，国际学术会议SIGIR、ACL、IJCAI、AAAI、CIKM、ECML/PKDD、ICDM、DASFAA、ICASSP等，国际学术期刊ACM TWEB、IEEE TETCI、Applied Soft Computing、KAIS等发表论文多篇。承担国家自然科学基金、天津市教委科研计划重点等项目；此外，在民航企业信息化建设规划、民航数据分析等方面做了一些富有成效的工作。

学术论文(代表作)

Semantic Scholar: Yuxiang-Zhang/2119595262

1. 会议论文

[1] Binbin Jiang, Rui Huang, Qingyi Zhao, Yuxiang Zhang. Gaussian difference: find any change instance in 3D scenes. 50th ICASSP, 2025. (Accepted)

[2] Shinian Li, Tao Jiang, Yuxiang Zhang*. A Phrase-level attention enhanced CRF for keyphrase extraction . 46th ECIR, 2024.

[3] Rui Huang, Ruofei Wang, Qing Guo, JieDa Wei, Yuxiang Zhang, Wei Fan, Yang Liu. Background-mixed augmentation for weakly supervised change detection. 37th AAAI, 2023.

[4] Yuxiang Zhang, Tao Jiang, Tianyu Yang, XiaoLi Li, Suge Wang. HTKG: Deep keyphrase generation with neural hierarchical topic guidance. 45th SIGIR, 2022.

[5] Yuxiang Zhang, Tianyu Yang, Tao Jiang, XiaoLi Li, Suge Wang. Hyperbolic deep keyphrase generation. ECML/PKDD, 2022.

[6] Zhao Jin, Zhang Yuxiang*. Incorporating linguistic constraints into keyphrase generation. 57th ACL, 2019.

[7] Zhang Yuxiang, Fu Jiamei, She Dongyu, Zhang Ying, Wang Senzhang, Yang Jufeng. Text emotion distribution learning via multi-task convolutional neural network. 27th IJCAI, 2018.

[8] Zhang Yuxiang, Chang Yaocheng, Liu Xiaoqing, Gollapalli Sujatha Das, Li Xiaoli, Xiao Chunjing. MIKE: Keyphrase extraction by integrating multidimensional information. 26th CIKM, 2017.

2. 期刊论文

[1] Qing Guo; Ruofei Wang; Rui Huang; Renjie Wan; Shuifa Sun; Yuxiang Zhang. IDET: Iterative difference-enhanced transformers for high-quality change detection. IEEE Transactions on Emerging Topics in Computational Intelligence, 2025.

[2] Chunjing Xiao*, Wanlin Ji, Yuxiang Zhang*, Shenkai Lv. PIDKG: Propagating interaction influence on the dynamic knowledge graph for recommendation. ACM Transactions on the Web, 2024, 18(2).

[3] Fan Wei, Zhu Yuexuan, Wei Ziyun, Yang Tianyu, Ip W. H., Zhang Yuxiang*. Order-guided deep neural network for emotion-cause pair prediction. Applied Soft Computing, 2021, 112.

[4] Zhang Yuxiang, Fu Jiamei, Yang Chengyi, Xiao Chunjing. A local expansion propagation algorithm for social link identification. Knowledge and Information Systems, 2019, 60(1).

[5] 常耀成, 张宇翔*, 王红, 万怀宇, 肖春景. 特征驱动的关键词提取算法综述. 软件学报, 2018, 29(7): 2046-2070. (入选《软件学报》2020高影响力论文)

[6] 张宇翔, 杨冬, 张宏科. P2P网络中的Churn问题. 软件学报, 2009, 20(5):1362-1376.

奖励与荣誉

1. 傅佳美硕士论文《基于深度学习的多模态情感分析》获2020-2021年度天津市工程专业学位优秀学位论文

2. 指导学生参加全国大学生数学建模竞赛：国家一等奖 (2005：赵东悦、龚晓洁、田园丽)，国家二等奖 (2008：亓玉娇、李扬、吴伟伟；2019：吕紫薇、文淦、孙骏)

3. 指导学生参加美国大学生数学建模竞赛：Meritorious Winner (2006：胡媛彦、刘博、杜美香)