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伍铁如

基本信息
  • 性别:男

    职称:教授

    所在系别:计算数学系

    是否博导:是

联系方式
  • 电子邮箱:[email protected]

研究方向
  • 计算机图形学,人工智能

讲授课程
  • 本科生课程:人工智能数学基础,计算机视觉与可视计算
    研究生课程:机器视觉,计算可视媒体

教育经历
  • 1988.09 —— 1992.06 吉林大学数学系 本科生
    1992.09 —— 1995.06 吉林大学数学所 硕士研究生
    2003.09 —— 2008.06 吉林大学商学院 博士研究生
    2001.06 —— 2001.07 清华大学计算机系 CAGD高级研讨班学员
    2002.09 —— 2002.12 北京语言大学出国部 高级英语进修班学员

工作经历
  • 1995.07 —— 1997.09 吉林大学数学研究所 助教
    1997.09 —— 2001.09 吉林大学数学研究所 讲师
    2001.09 —— 2006.09 约炮-约炮交友 副教授
    2003.08 —— 2003.12 英国曼彻斯特理工大学 访问学者
    2003.09 —— 至今 约炮-约炮交友 硕士生导师
    2006.09 —— 至今 约炮-约炮交友 教授
    2009.01 —— 至今 约炮-约炮交友 博士生导师
    2018.10 —— 至今 吉林大学人工智能学院教授、博士生导师
    2019.12 —— 至今 吉林大学人工智能学院副院长

科研项目
  • [1] 代数样条曲面造型技术中的误差控制研究,国家自然科学基金面上项目,时间为2010年1月至2012年12月,额度33万(批准号60973155),负责人。
    [2] 面向概念车外形设计的高层次几何处理方法研究,国家自然科学基金面上项目,时间为2014年1月至2017年12月,额度60万(批准号61373003),负责人。
    [3] 基于深度学习的跨模态三维几何处理方法研究,国家自然科学基金面上项目,时间为2019年1月至2022年12月,直接费用64万(批准号61872162),负责人。
    [4] 国家重点研发计划项目“智能算法模型安全评估与风险监测技术”,课题:“智能算法模型安全与攻防博弈技术”负责人,2022年11月至2025年11月,合同金额360万。
    [5] 吉林省重大科技专项“乘用车气动性能智能开发系统及智能控制关键技术”,研究课题: “乘用车气动性能智能开发系统”负责人,2022年11月至2025年9月,额度135万。

代表性成果
  • [1]Wu Tieru, Gao Weiguo and Feng Guochen, Blending of implicit algebraic surfaces, Proceedings of the ASCM 1995(Beijing, China, Aug.18--20), 125―131.
    [2]Wu Tieru, Zhou Yunshi and Feng Guochen, Blending two quadratic algebraic surfaces with cubic surfaces, Proceedings of ASCM 1996 (Kobe, Japan, Aug. 20―22), 73―79.
    [3]Wu Tieru and Zhou Yunshi, On blending of several quadratic algebraic surfaces, CAGD 17(2000), 759.-766,2000 (SCI).
    [4]Wu Tieru and Cheng Honglu, Basic Lines, Axes and Geometric Modeling on Implicit Algebraic Surfaces, JCAM, Vol 195/1-2 212-219,2006(SCI)。
    [5]Yong-Jin Liu, Kai Tang, Wen-Yong Gong, Tie-Ru Wu. Industrial Design using Interpolatory Discrete Developable Surfaces. Computer Aided Design, Vol.43, No.9, 1089-1098, September 2011.(SCI)
    [6]Minghao Guo, Tieru Wu, Shugong Zhang, Geometric Information and Rational Parametrization of Nonsingular Cubic Blending Surfaces,Journal of Applied Mathematics, Vol. 2011, Article ID 349315, 16 pages, 2011. DOI:10.1155/2011/349315. (SCI).
    [7]Zhen Wang, Yuanhai Shao, Tieru Wu, A GA-based Model Selection for Smooth Twin Parametric-Margin Support Vector Machine, Pattern Recognition, Vol.46, No.8, 2267-2277,AUG 2013 .(SCI,EI)
    [8]Bo Peng, Hui-Xin Zhang, Zhi-Wei Hao, Jian Wang, Rui Ma, Tie-Ru Wu,Multi-source deformation blending and transfer, Chinese Journal of Computers, v 36, n 12, p2491-2498, December 2013 .
    [9]Ruifeng Wu, Huilai Li, Tieru Wu, A Family of Modified Even Order Bernoulli-Type Multiquadric Quasi-Interpolants with Any Degree Polynomial Reproduction Property, Journal of Applied Mathematics , Article ID: 389215, 2014.(SCI).
    [10]Zhen Wang, Yuan-Hai Shao, Tie-Ru Wu, Proximal parametric-margin support vector classifier and its applications, Neural Computing and Applications, Vol.24, No.3-4,755-764 , Mar 2014.(SCI)
    [11]Wen-Yong Gong, Yong-Jin Liu, Kai Tang, Tie-ru Wu, Variational Discrete Developable Surface Interpolation, Journal of Computing and Information Science in Engineering, Vol. 14, No.2,Article ID:021002, JUN 2014.(SCI)
    [12]Wenyong Gong, Yong-Jin Liu, Kai Tang and Tieru Wu,Approximate Delaunay mesh reconstruction and quality estimation from point samples, Journal of Computational and Applied Mathematics,Pages 23-34 Volume 274,2015. (SCI)
    [13]Ruifeng Wu, Tieru Wu and Huilai Li, A family of multivariate multiquadric quasi-interpolation operators with higher degree polynomial reproduction, Journal of Computational and Applied Mathematics,Pages 88-108,Volume 274,2015. (SCI)
    [14]Wenyong Gong, Xiaohua Xie, Rui Ma and Tieru Wu, Angle-Preserving Quadrilateral Mesh Parameterization, IEEE Computer Graphics and Application,51-59, Vol.35,No.6, 2015.(SCI)
    [15]Xue Jiao, Huixin Zhang, Tieru Wu, Mesh segmentation guided by seed points, Journal of Advanced Mechanical Design Systems and Manufacturing, Vol.9, No.4, SI, 15-00012,2015.(SCI)
    [16]Xue Jiao, Tieru Wu, A visual consistent adaptive image thresholding method, Image Science Journal, Vol.64, No.1, 34-49, Jan 2016.(SCI)
    [17]Jiao Xue,Wu Tieru,Qin Xuzhou,Mesh segmentation by combining mesh saliency with spectral clustering, JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS,2018,329:134~146 ;(SCI)
    [18]Qin Xuzhou ; Wu Tieru ; Liu Yipeng,Research and Application of Example-Driven Surface Deformation Method,CHINESE JOURNAL OF ELECTRONICS, 28(1),85-92,(2019). (SCI)
    [19]Qin Xuzhou, Wu Tieru, Liu Yipeng. A surface deformation method based on stiffness control [J]. Journal of Advanced Mechanical Design, Systems, and Manufacturing, 14(1),DOI: 10.1299/jamdsm.2020jamdsm0010, (2020). (SCI)
    [20]Ruifeng Wu, Huilai Li, Tieru Wu*, Univariate Lidstone-type multiquadric quasi-interpolants, Computational and Applied Mathematics 39(3),141-159,(2020). (SCI)
    [21]Chuangye Zhang, Yan Niu, Tieru Wu, Ximing Li, Color Image Super-Resolution and Enhancement with Inter-Channel Details at Trivial Cost,J. Comput. Sci. Technol, 35, 889–899 (2020). (SCI)
    [22]Lingfei Li, Tieru Wu, “Automatic Spectral Mesh Segmentation Method Based on Fiedler Residual", Chinese Journal of Electronics, Vol. 30, No. 3, DOI: 10.1049/cje.2020.11.001. 2021. (SCI)
    [23]Hui Li, Zihao Li, Rui Ma, Tieru Wu, FD-CAM: Improving Faithfulness and Discriminability of Visual Explanation for CNNs, 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), Page1300-1306, DOI:10.1109/ICPR56361.2022.9956466, 2022.
    [24]Yu An, Tieru Wu, Yinan Lu, Segmentation Method of Magnetic Tile Surface Defects Based on Deep Learning,INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 17(2), DOI10.15837/ ijccc.2022.2.4502, APR 2022.(SCI)
    [25]Yaming Guo, Kai Guo, Xiaofeng Cao, Tieru Wu, Yi Chang,Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships, Proceedings of Machine Learning Research, (ICML2023)v202, pp 11905-11933, 2023.(CCF A)
    [26]Jingzhao Xu,Mengke Yuan, Dong-Ming Yan, Tieru Wu, Deep unfolding multi-scale regularizer network for image denoising,COMPUTATIONAL VISUAL MEDIA,9(2), 335-350,DOI:10.1007/s41095-022-0277-5,JUN 2023.(SCI)
    [27]Cong Wang, Fan Tang, Yong Zhang, Tieru Wu, Weiming Dong, Towards harmonized regional style transfer and manipulation for facial images, COMPUTATIONAL VISUAL MEDIA,9 (2) , pp.351-366, DOI:10.1007/ s41095-022-0284-6,JUN 2023.(SCI)
    [28]Shuangmei Wang, Rui Ma, Tieru Wu, Yang Cao,P3DC-shot: Prior-driven discrete data calibration for nearest-neighbor few-shot classification,IMAGE AND VISION COMPUTING, 136, DOI:10.1016/ j.imavis.2023.104736,AUG 2023. (SCI)
    [29]Chuan Jin, Tieru Wu*, Junsheng Zhou:Multi-grid representation with field regularization for self-supervised surface reconstruction from point clouds,COMPUTERS & GRAPHICS-UK,Volume 114, Page 379-386,DOI:10.1016/j.cag.2023.06.016,AUG 2023.(SCI)
    [30]Bowen Xu, Yinan Lu, Tieru Wu, Xiaoxin Guo, The Novel Instance Segmentation Method Based on Multi-Level Features and Joint Attention,CHINESE JOURNAL OF ELECTRONICS,32(5), pp.1160-1168,DOI: 10.23919/cje.2021.00.226,SEP 2023.(SCI)
    [31]Jingzhao Xu, Mengke Yuan, Dong-Ming Yan, Tieru Wu, Illumination Guided Attentive Wavelet Network for Low-Light Image Enhancement,IEEE TRANSACTIONS ON MULTIMEDIA, Volume 25, pp.6258-6271, DOI:10.1109/TMM.2022.3207330,2023(SCI)
    [32]Linlian Jiang, Pan Chen, Ye Wang, Tieru Wu, Rui Ma,P2M2-Net: Part-Aware Prompt-Guided Multimodal Point Cloud Completion,COMPUTER-AIDED DESIGN AND COMPUTER GRAPHICS, CAD/GRAPHICS 2023,14250, pp.348-365,DOI:10.1007/978-981-99-9666-7_23,2024.
    [33]Ziyou Guo, Zhen Huang, Wenyong Gong, Tieru Wu,,Wave-PCT: Wavelet point cloud transformer for point cloud quality assessment,EXPERT SYSTEMS WITH APPLICATIONS,Volume 257,DOI 10.1016/ j.eswa. 2024. 125039,JAN 10 2024.(SCI)
    [34]Shuangmei Wang, Yang Cao, Tieru Wu,TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning,NEURAL PROCESSING LETTERS,Volume 56,Issue 4, DOI:10.1007/s11063- 024-11605-0,MAY 8 2024.(SCI)
    [35]Yukai Zhang, Ao Xu, Zihao Li, Tieru Wu, Enhancing Counterfactual Image Generation Using Mahalanobis Distance with Distribution Preferences in Feature Space, 33rd International Conference on Artificial Neural Networks and Machine Learning (ICANN), 15019 , pp.184-198,DOI:10.1007/978-3-031-72341-4_13, 2024.
    [36]Ao Xu, Tieru Wu, Generally-Occurring Model Change for Robust Counterfactual Explanations, 33rd International Conference on Artificial Neural Networks and Machine Learning (ICANN) ,15019 , pp.215-229,DOI:10.1007/978-3-031-72341-4_15,2024.
    [37]Zihao Li, Xiao Du, Tieru Wu and Yang Cao, Explaining Random Forests as Single Decision Trees through Distance Functional Optimization,2024 International Joint Conference on Neural Networks (IJCNN),Yokohama, Japan, pp. 1-8, DOI: 10.1109/IJCNN60899.2024.10650261, 2024.
    [38]Chuan Jin, Tieru Wu, Yu-Shen Liu, Junsheng Zhou: MuSic-UDF: Learning Multi-Scale dynamic grid representation for high-fidelity surface reconstruction from point clouds, COMPUTERS & GRAPHICS-UK, Volume 124,DOI:10.1016/j.cag. 2024.104081,NOV 2024. (SCI)
    [39]Yaming Guo, Chen Zhu*, Hengshu Zhu*, Tieru Wu*, OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation, In Proceedings of Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS-2024), 2024.(CCF A)
    [40]Ao Xu, Zihao Li , Yukai Zhang, Tieru Wu: Generating Image Counterfactuals in Deep Learning Models Without the Aid of Generative Models, IEEE SIGNAL PROCESSING LETTERS, 32 , pp.1495-1499,2025.(SCI)
    [41]Jiaxing He, Bingzhe Hou, Tieru Wu, Yue Xin, Mix-GENEO: A flexible filtration for multiparameter persistent homology detects digital images,AIMS MATHEMATICS 10(10), pp.24153-24178,2025.(SCI)
    [42]Tongyuan Bai,Wangyuanfan Bai,Dong Chen, Tieru Wu, Manyi Li,Rui Ma, FreeScene: Mixed Graph Diffusion for 3D Scene Synthesis from Free Prompts,2025 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR,Page5893-5903,2025.(CCF A )
    [43]Zhipeng Yuan,Kai Wang,Weize Quan,Dong-Ming Yan, Tieru Wu,CLIP-Flow: A Universal Discriminator for AI-Generated Images Inspired by Anomaly Detection, ACM,PROCEEDINGS OF THE 1ST DEEPFAKE FORENSICS WORKSHOP: DETECTION, ATTRIBUTION, RECOGNITION, AND ADVERSARIAL CHALLENGES IN THE ERA OF AI-GENERATED MEDIA, DFF 2025,Page3-11,2025.
    [44]Dawei Lin, Meng Yuan, Ziming Wang, Tieru Wu,Yuanning Liu,FreeCAD: A Multimodal Framework for 3D CAD Model Generation from Free-Form Prompts, PROCEEDINGS OF THE 33RD ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2025, Page1948-1956DOI10.1145/ 3746027.3755550,2025.(CCF A)
    [45]Zihao Li, Xiao Du, Ao Xu, Tieru Wu, Yang Cao:Explaining tree ensembles through single decision trees,INFORMATION FUSION,Volume123 DOI10.1016/ j.inffus.2025.103244, MAY 2025.(SCI)
    [46]Xiao Du, Ziyou Guo, Zihao Li, Yang Cao, Xing Chen, Tieru Wu: VexNet: Vector-Composed Feature-Oriented Neural Network, ELECTRONICS 14 (9), May 7 2025. (SCI)
    [47]Bowei Jiang,Tongyuan Bai,Peng Zheng,Tieru Wu, Rui Ma, Nav2Scene:Navigation-driven fine-tuning for robot-friendly scene generation,GRAPHICAL MODELS Volume141,DOI10.1016/j.gmod.2025.101287,2025. (SCI)
    [48]Xiao Du, Wanli Shi, Xiaohan Zhao,Yang Cao, Bin Gu, Tieru Wu,Raw event-based adversarial attacks for Spiking Neural Networks with configurable latencies, NEURAL NETWORKS, Volume193,DOI10.1016/j.neunet.2025.108026,JAN 2026. (SCI)
    [49]Ziyou Guo,Yan Sun,Tieru Wu, SM-TCN: Multi- Resolution Sparse Convolution Network for Efficient High-Dimensional Time Series Forecast, SENSORS, Volume 25 Issue19,DOI10.3390/s25196013,SEP 30 2025. (SCI)
    [50]Ao Xu, Zihao Li,Tieru Wu,Yang Cao,Enhancing the robustness of counterfactual explanations via modular robust compatibility, EXPERT SYSTEMS WITH APPLICATIONS, Volume304,DOI10.1016/j.eswa.2025.130746,APR 1 2026 (Early Access DEC 2025). (SCI)
    [51]Ao Xu, Yukai Zhang,Tieru Wu, RA-MD: An RKHS-based adaptive Mahalanobis distance to enhance counter- factual explanations for neural networks,INFORMATION FUSION, Volume129,DOI10.1016/j.inffus.2025.104067, Published MAY 2026(Early Access DEC 2025). (SCI)
    [52]Jiaxing He, Bingzhe Hou, Tieru Wu, Yang Cao, Unitary similarity comparison of persistent homology groups,JAPAN JOURNAL OF INDUSTRIAL AND APPLIED MATHEMATICS, Volume43Issue1,DOI10.1007/s13160-025-00753-y,JAN 31 2026. (SCI)
    [53]Ziyou Guo,Yan Sun,Tieru Wu,WEITS: A wavelet- enhanced residual framework for interpretable time series forecasting, NEUROCOMPUTING, Volume674, DOI10. 1016/j.neucom.2026.132788,Published APR 14 2026. (SCI)

奖励与荣誉
  • 获奖情况:
    作为核心团队成员研制的“旗翼汽车外气动智能仿真开发软件”,于2021年9月荣获第三届中央企业熠星创新创意大赛创意类一等奖
    社会兼职:
    1. 中国工业与应用数学学会几何设计与计算专业委员会委员
    2. 中国计算机学会计算机辅助设计与图形学专业委员会委员
    3. 中国高等教育学会教育数学专业委员会常务理事
    4. 中国工业与应用数学学会大数据和人工智能专业委员会委员
    5. 中国数学会计算机数学专业委员会常务委员
    6.《计算机辅助设计与图形学学报》编委

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