张新

张新1990年7月出生,硕士生导师。主要研究方向为计算机视觉、服务计算和人工智能。 IEEE TMM、IEEE TCYB、IEEE TNNLS、WWWJ、Signal Processing、IET Image Processing、CAD、JCST、MTAP、计算机辅助设计与图形学学报、ICMR、ICIP等国内外权威期刊与学术会议上发表科研论文20余篇,获得授权发明专利10余项。作为项目负责人或主要参与人员承担/参与/完成多项相关国家级/省级项目和基金。作为主要参与人获得2022年度中国发明协会颁发的发明创业奖创新奖一等奖以及2022年度中国产学研合作促进会颁发的产学研合作创新成果奖二等奖;曾获得班课比赛二等奖、优秀班主任、社会实践优秀指导教师等荣誉。

 

邮箱zhangxin@hdu.edu.cn

 




代表性学术论文

[1]  Yuchen Shi, Jian Wan, Xin Zhang(通讯作者), Yuyu Yin(通讯作者). CL-Impute: A contrastive learning-based imputation for dropout single-cell RNA-seq data[J]. Computers in Biology and Medicine, 2023, 164: 107263. 

[2]  Dongjing Wang, Xin Zhang(通讯作者), Yuyu Yu, Dongjin Yu, Guandong Xu, Shuiguang Deng. Multi-View Enhanced Graph Attention Network for Session-Based Music Recommendation[J]. ACM Transactions on Information Systems, 2023.

[3]  Dongjing Wang, Xin Zhang(通讯作者), Yao Wan, Dongjin Yu, Guandong Xu, Shuiguang Deng. Modeling Sequential Listening Behaviors with Attentive Temporal Point Process for Next and Next New Music Recommendation. IEEE Transactions on Multimedia. 2021.

[4]  Dongjing Wang, Xin Zhang(通讯作者), Zhengzhe Xiang, Dongjin Yu, Guandong Xu, Shuiguang Deng. Sequential Recommendation Based on Multivariate Hawkes Process Embedding With Attention. IEEE Transactions on Cybernetics 2021.

[5]  Xin Zhang, Qian Liu, Xuemei Li, Yuanfeng Zhou, Caiming Zhang. Non‐local feature back‐projection for image super‐resolution[J]. IET Image Processing, 2016, 10(5): 398-408.

[6]  Xin Zhang, Bernd Hamann, Xiao Pan, Caiming Zhang. Superpixel-based image inpainting with simple user guidance[C]//2017 IEEE International Conference on Image Processing (ICIP). IEEE, 2017: 3785-3789.

[7]  张新 张帆,李雪梅,汤煜春,张彩明. 特征约束的多实例图像超分辨率方法[J]. 计算机辅助设计与图形学学报, 2016, 28(4): 580-589.

[8]  Dongjing Wang, Xin Zhang, Dongjin Yu, Guandong Xu, Shuiguang Deng. CAME: Content- and Context-Aware Music Embedding for Recommendation. IEEE Transactions on Neural Networks and Learning Systems, 2021.

[9]  Tao Chen, Xin Zhang(通讯作者), Bernd Hamann, Dongjing Wang, Hua Zhang. A multi-level feature integration network for image inpainting[J]. Multimedia Tools and Applications, 2022, 81(27): 38781-38802.

[10]  Jia Chen, Tao Chen, Mengqi Shen, Yunhai Shi, Dongjing Wang & Xin Zhang(通讯作者). Gated three-tower transformer for text-driven stock market prediction[J]. Multimedia Tools and Applications, 2022, 81(21): 30093-30119.