1. Member of Program Committee: Special Session on Benchmarking of Computational Intelligence Algorithms (BOCIA'21) at the 2021 IEEE Congress on Evolutionary Computation (CEC 2021), June 28-July 1, 2021 in Kraków, Poland
  2. Reviewer: Applied Soft Computing, ISSN: 1568-4946, Elsevier Journal
  3. Member of Program Committee: Black Box Discrete Optimization Benchmarking (BB-DOB) Workshop at the Genetic and Evolutionary Computation Conference (GECCO 2019), July 13-17, 2019, Prague, Czech Republic
  4. Reviewer: 2019 IEEE Congress on Evolutionary Computation (CEC'19), June 10-13, 2019 in Wellington, New Zealand.
  5. Member of Program Committee: Special Session on Benchmarking of Evolutionary Algorithms for Discrete Optimization (BEADO) at the 2019 IEEE Congress on Evolutionary Computation (CEC'19), June 10-13, 2019 in Wellington, New Zealand.

1. Work Experience

  • Associate Professor [副教授]
    • When: since 2020/12 (ongoing)
    • Where: Institute of Applied Optimization [应用优化研究所], School of Artificial Intelligence and Big Data [人工智能与大数据学院] of the Hefei University [合肥学院] in Hefei [合肥], Anhui [安徽], China [中国]
    • What: research, teaching, industry collaboration,and supervising students
  • Researcher
    • When: since 2018 (ongoing)
    • Where: Institute of Applied Optimization [应用优化研究所], School of Artificial Intelligence and Big Data [人工智能与大数据学院] of the Hefei University [合肥学院] in Hefei [合肥], Anhui [安徽], China [中国]
    • What: research, teaching, industry collaboration, and supervising students

2. Education and Training

Scholarly Profiles

Several facets of my research work can be accessed from the following profiles:

Publications

Here you can find a compilation of my scientific publications.

international journal articles

  • Zhi-Ze Wu, Xiao-Feng Wang, Le Zou, Li-Xiang Xu, Xin-Lu Li, and Thomas Weise. Hierarchical Object Detection for Very High-Resolution Satellite Images. Applied Soft Computing Journal (ASOC), 113(Part A), December 2021, 107885.
    doi:10.1016/j.asoc.2021.107885
    Indexing: EI, WOS, ESCI, 1区

  • Lixiang Xu, Lixin Cui, Thomas Weise, Xinlu Li, Zhize Wu, Feiping Nie, Enhong Chen, and Yuanyan Tang. Semi-supervised multi-Layer convolution kernel learning in credit evaluation. Pattern Recognition. 120(108125). December 2021.
    doi:10.1016/j.patcog.2021.108125
    Indexing: SCI, EI, 1区, CCF-B类

  • Zhi-Ze Wu, Chang Zou, Yan Wang, Ming Tan, and Thomas Weise. Rotation-Aware Representation Learning for Remote Sensing Image Retrieval. Information Sciences. 572:404–423. September 2021.
    doi:10.1016/j.ins.2021.04.078 / pdf (valid until July 24, 2021).
    Indexing: EI, SCI, 1区, CCF-B类.

  • Le Zou, Liang-Tu Song, Thomas Weise, Xiao-Feng Wang, Qian-Jing Huang, Rui Deng, and Zhi-Ze Wu. A Survey on Regional Level Set Image Segmentation Models based on the Energy Functional Similarity Measure. Neurocomputing. 452:606-622. September 2021.
    doi:10.1016/j.neucom.2020.07.141
    Indexing: EI, WOS, SCI, 2区, CCF-C类

  • Thomas Weise, Zhize Wu, Xinlu Li, and Yan Chen. Frequency Fitness Assignment: Making Optimization Algorithms Invariant under Bijective Transformations of the Objective Function Value. IEEE Transactions on Evolutionary Computation 25(2):307–319. April 2021.
    Preprint available at arXiv:2001.01416v5 [cs.NE] 15 Oct 2020.
    doi:10.1109/TEVC.2020.3032090 / pdf / paper@arxiv / experimental results and source code data set @ doi:10.5281/zenodo.3899474
    Indexing: SCI, EI, 1区, CCF-B类

  • Yan Chen, Ming Tan, Jiahua Wan, Thomas Weise, and Zhize Wu. Effectiveness Evaluation of the Coupled LIDs from the Watershed Scale based on Remote Sensing Image Processing and SWMM Simulation. European Journal of Remote Sensing (TEJR) 54(sup2):77–91, April 2021. In Special Issue: Remote Sensing in Water Management and Hydrology.
    doi:10.1080/22797254.2020.1758962 / pdf
    Indexing: EI, SCIE, 3区

  • Zhize Wu, Thomas Weise, Yan Wang, and Yongjun Wang. Convolutional Neural Network based Weakly Supervised Learning for Aircraft Detection from Remote Sensing Images. IEEE Access 8:158097–158106. August 2020.
    doi:10.1109/ACCESS.2020.3019956 / pdf@IAO / pdf@IEEE.
    Indexing: EI, SCIE, 2区

  • Xinlu Li, Mengfei Xu, Jiabo Xu, Thomas Weise, Le Zou, Fei Sun, and Zhize Wu. Image Retrieval Using a Deep Attention-Based Hash. IEEE Access 8:142229–142242. July 2020.
    doi:10.1109/ACCESS.2020.3011102 / pdf@IAO / pdf@IEEE
    Indexing: EI, SCIE, 2区

  • Thomas Weise, Yan Chen, Xinlu Li, and Zhize Wu. Selecting a diverse set of benchmark instances from a tunable model problem for black-box discrete optimization algorithms. Applied Soft Computing Journal (ASOC), 92:106269, June 2020.
    doi:10.1016/j.asoc.2020.106269
    Indexing: EI, WOS, ESCI, 1区

  • Zhi-Ze Wu, Shou-Hong Wan, Xiao-Feng Wang, Ming Tan, Le Zou, Xin-Lu Li, and Yan Chen. A Benchmark Data Set for Aircraft Type Recognition from Remote Sensing Images. Applied Soft Computing Journal (ASOC). 89:106132. April 2020.
    doi:10.1016/j.asoc.2020.106132
    Indexing: EI, WOS, ESCI, 1区

  • Zhize Wu, Shouhong Wan, L. Yan, and Lihua Yue. Autoencoder-based Feature Learning from 2D Depth Maps and 3D Skeleton for Action Recognition. Journal of Computers 29(4):82-95, August 2018.
    doi:10.3966/199115992018082904007 / pdf
    Indexing: EI

  • Zhize Wu, Shouhong Wan, and Ming Tan. Discriminative Image Representation based on Multi-Cues for Computational Advertising. International Journal of Performability Engineering (IJPE). 14(7):1411–1420. July 2018
    doi:10.23940/ijpe.18.07.p4.14111420 / pdf@ijpe / pdf@iao
    Indexing: EI

  • Zhize Wu, Miao Zhang, Shouhong Wan, and Lihua Yue. A New Multiple Instance Learning Algorithm based on Instance-Consistency. International Journal of Performability Engineering 13(4):519–529, July 2017
    doi:10.23940/ijpe.17.04.p19.519529 / pdf
    Indexing:EI:20173003983655

conference papers

  • Thomas Weise, Xinlu Li, Yan Chen, and Zhize Wu. Solving Job Shop Scheduling Problems Without Using a Bias for Good Solutions. In Genetic and Evolutionary Computation Conference Companion (GECCO'21 Companion), July 10-14, 2021, Lille, France. ACM, New York, NY, USA. ISBN 978-1-4503-8351-6.
    doi:10.1145/3449726.3463124 / slides / video presentation
    Indexing: EI, CCF-C类

  • Miao Zhang, Zhize Wu, Shouhong Wan, Lihua Yue, and Bangjie Yin, Multi-Instance Learning based on Instance Consistency for Image Retrieval, In Charles M. Falco and Xudong Jiang, editors, Proceedings of the Ninth International Conference on Digital Image Processing (ICDIP 2017), May 19-22, 2017, Hong Kong, China, pages 104204J. Proceedings Volume 10420, Bellingham, WA, USA: Society of Photo-Optical Instrumentation Engineers (SPIE)
    doi:10.1117/12.2281540
    Indexing: EI:20174104254974

  • Yunhao Zhao, Shouhong Wan, Zhize Wu, Bangjie Yin, and Lihua Yue. Multi-Scale and Multi-GMM Pooling Based on Fisher Kernel for Image Representation. Proceedings of the Eighth International Conference on Digital Image Processing (ICDIP 2016). May 20-22, 2016, Chengu, China, pages 100334V. Proceedings Volume 10033, ISBN: 978-1510605039, Bellingham, WA, USA: Society of Photo-Optical Instrumentation Engineers (SPIE)
    doi:10.1117/12.2245169
    Indexing: EI:20164903101533

  • Haiyang Zhang, Shouhong Wan, Lihua Yue, Zhize Wu, and Yunhao Zhao. A New Fast Object Detection Architecture Combing Manually-Designed Feature and CNN. In Proceedings of the 8th International Congress on Image and Signal Processing (CISP'15), October 14-16, 2015, Shenyang, China, pages 572–577. ISBN: 978-1-4673-9098-9, IEEE
    doi:10.1109/CISP.2015.7407944
    Indexing: EI:20162002391466, WOS:000380502000105

  • Zhize Wu, Shouhong Wan, Peiquan Jin, and Lihua Yue. Discriminative Feature Learning with Constraints of Category and Temporal for Action Recognition. In Yu-Jin Zhang, editor, Proceedings of the 8th International Conference on Image and Graphics (ICIG 2015), Part II, August 13-16, 2015, Tianjin, China, pages 173–184. Lecture Notes in Computer Science (LNCS) volume 9218, Springer. ISBN: 978-3-319-21962-2
    doi:10.1007/978-3-319-21963-9_16
    Indexing: EI:20154201380936

  • Zhize Wu, Shouhong Wan, Lihua Yue, and Ruoxin Sang. Discriminative Image Representation for Classification. In Jeng-Shyang Pan, Vaclav Snasel, Emilio S. Corchado, Ajith Abraham, and Shyue-Liang Wang, editors, Proceeding of the First Euro-China Conference on Intelligent Data Analysis and Applications, Volume II, June 13-15, 2014, Shenzhen, China, pages 331–341. Advances in Intelligent Systems and Computing (AISC), volume 298, Springer, Cham. ISBN–978-3-319-07772-7.
    doi:10.1007/978-3-319-07773-4_33
    Indexing: EI:20151900835335

other

  • Zhize Wu, Thomas Weise, Le Zou, Fei Sun, and Ming Tan. Skeleton Based Action Recognition using a Stacked Denoising Autoencoder with Constraints of Privileged Information. Preprint available at arXiv:2003.05684v1 [cs.CV] 12 Mar 2020.
    paper@arxiv

You may use the following electronic methods to contact me:

Contact: Assoc. Prof. Dr. Zhize Wu [吴志泽副教授]
Mobile Phone: +86 151 5689 9179 [手机]
Email: This email address is being protected from spambots. You need JavaScript enabled to view it. [电邮]
Website: Dr. Zhize Wu [网页]
WeChat: jacob_xiaoze

  • Key Scientific Research Foundation of the Education Department of the Province Anhui. [安徽省教育厅高校自然科学基金], China. 大规模典型遥感目标快速检索技术研究. 2021 to 2022. Principal Investigator: Dr. Zhize Wu.

  • Youth Project of the Provincial Natural Science Foundation of Anhui [安徽省自然科学基金], Science and Technology Department of Anhui Province [安徽省科技厅]. Human Action Fusion Recognition Research for Large-scale Multimodal Video [面向大规模多模态视频的人体行为融合识别研究], 2019 to 2021, Principal Investigator: Dr. Zhize Wu