一、个人基本信息:
张帆,男,博士,教授,泰山学者青年专家,山东工商皇冠HG0088新2计算机科学与技术皇冠HG0088新2副院长,山东省未来智能金融工程实验室副主任,中国图学学会大数据专业委员会委员,中国计算机学会YOCSEF济南AC委员,国家自然科学基金通讯评审专家,山东省高等学校优秀青年创新团队带头人,山东工商皇冠HG0088新2“凤凰青年才俊”,山东工商皇冠HG0088新2科研标兵、人工智能专业主任。本硕博均毕业于山东大学,博士期间参与国家建设高水平大学公派研究生项目赴美留学两年。主持国家自然科学基金项目2项、山东省自然科学基金项目1项、山东省高等学校青创科技计划项目1项,并在国内外高水平期刊、会议发表论文40余篇。
联系方式:zhangfan51@sina.com
二、研究领域:
计算机图形学、计算机视觉、图像处理、人工智能、金融大数据
三、科研项目:
[1]主持国家自然科学基金面上项目:几何造型与机器学习融合的图像数据拟合问题研究(62272281),2023.01-2025.12
[2]山东省高等学校优秀青年创新团队带头人,金融大数据计算与投资决策创新团队(2019KJN042),2019.12-2022.12
[3]主持国家自然科学基金青年项目:基于特征和稀疏性的图像去噪理论和算法研究(61602277),2017.01-2019.12
[4]主持山东省自然科学基金青年项目:图像放大中以边缘为约束的曲面拟合问题研究(ZR2016FQ12),2016.11-2019.06
四、发明专利
[1]基于九曲面片双四次拟合的图像放大方法和装置, 2023,ZL202210683222.2
[2]可注射水凝胶疗效评估的左心室几何模型构造方法和装置,2021, ZL202010395497.7
[3]基于五曲面片加权平均拟合的图像放大方法和装置, 2021,ZL202010299083.4
[4]云端多路点匹配代驾方法、系统、云端服务器及客户端, 2017,CN201710055774.8
五、近年部分论文
皇冠HG0088新2:[1]Fan Zhang, Gongguan Chen, Hua Wang, Caiming Zhang. CF-DAN: Facial-Expression Recognition Based on Cross-Fusion Dual-Attention Network. Computational Visual Media, 2024
皇冠HG0088新2:[2]H. Tao, J. Li, Z. Hua and F. Zhang. DUDB: Deep Unfolding-Based Dual-Branch Feature Fusion Network for Pan-Sharpening Remote Sensing Images, in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-17, 2024
[3]WZhang, HWang, FZhang. Spatio-temporal fourier enhanced heterogeneous graph learning for traffic forecasting. Expert Systems with Applications, 2024, Volume 241:122766.
[4]Min Wang, Hua Wang, Fan Zhang. FAMC-Net: Frequency Domain Parity Correction Attention and Multi-Scale Dilated Convolution for Time Series Forecasting. Conference on Information and Knowledge Management(CIKM), 2023
[5]Zixiong Wang, Yunxiao Zhang, Rui Xu, Fan Zhang, Pengshuai Wang, Shuangmin Chen, Shiqing Xin, Wenping Wang, Changhe Tu. Neural-Singular-Hessian: Implicit Neural Representation of Unoriented Point Clouds by Enforcing Singular Hessian. ACM SIGGRAPH Asia 2023.
[6]Fan Zhang, Gongguan Chen, Hua Wang, Jinjiang Li, Caiming Zhang. Multi-scale video super-resolution transformer with polynomial approximation. IEEE Transactions on Circuits and Systems for Video Technology, 2023
[7]Fahai Zhong, Mingliang Xue, Jian Zhang, Fan Zhang, Rui Ban, Oliver Deussen, Yunhai Wang. Force-directed graph layouts revisited: a new force based on the t-Distribution. IEEE Transactions on Visualization and Computer Graphics, 2023
[8]Fan Zhang, Tiantian Guo, Hua Wang, DFNet: Decomposition Fusion Model for Long Sequence Time-Series Forecasting, Knowledge Based Systems, 2023
[9]Zhixuan Li, Jinjiang Li, Fan Zhang, Linwei Fan. CADUI: Cross Attention-based Depth Unfolding Iteration Network for Pan-sharpening remote sensing images. IEEE Transactions on Geoscience and Remote Sensing, 2023
[10]Yunhai Wang, Yuchun Wang, Xin Chen, Yue Zhao, Fan Zhang, Eugene Wu, Chi-Wing Fu, Xiaohui Yu. OM3: An Ordered Multi-level Min-Max Representation for Interactive Progressive Visualization of Time. Proceedings of the 2023 ACM SIGMOD International Conference on Management of Data, 2023