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郑煜钒 (ZHENG Yufan)

I am a full-time research assistant at the City University of Hong Kong starting in December 2022, supervised by Dr. Eric Wong. I worked at Huangpu Institute of Materials between March 2022 and November 2022. I received my bachelor's degree in computer science and technology with outstanding graduate honors from the Nanfang College of Sun Yat-sen University in Guangzhou, China. I was advised by Dr. Choujun Zhan during my undergraduate college years. Now, I am looking for a Ph.D. position. Please feel free to contact me by email.

Email: zhjpre@gmail.com  /  Google Scholar  /  Github  /  CV

The art of living is to know when to hold fast and when to let go.

News

  • 03/2023, One journal paper was published on Sustainable Energy Technologies and Assessments.

  • 02/2023, One journal paper was published on Information Sciences.

  • 12/2022, I became a research assistant at the City University of Hong Kong.

  • 10/2022, One conference paper was published on 2022 International Conference on Neural Computing for Advanced Applications.

  • 07/2022, One conference paper was published on Chinese Conference on Computer Supported Cooperative Work and Social Computing, ChineseCSCW 2021.

  • 06/2022, I became a technician on Huangpu Institute of Materials.

  • 04/2022, Three conference papers were published on 2021 16th international conference on intelligent systems and knowledge engineering (ISKE).

  • 03/2022, I became an intern at Huangpu Institute of Materials.

    • Research Interest

        I am interested in Computational Epidemiology, Time-series Modeling, Machine learning, and Complex network. My current project focus includes:

  • Epidemiological modeling
  • Time series analysis and prediction modeling of epidemic
  • Intervention optimization of epidemic

    • Publication

    Journal Papers:

    1. A data-driven study of active meteorological stations and the factors motivating their establishing
      Choujun Zhan, Wei Jiang, Yufan Zheng, Junhui Lu Qizhi Zhang
      Sustainable Energy Technologies and Assessments | April 2023 | Bibtex

    2. Modeling the Spread Dynamics of Multiple-variant Coronavirus Disease under Public Health Interventions: A General Framework
      Choujun Zhan, Yufan Zheng, Lujiao Shao, Guanrong Chen, Haijun Zhang,
      Information Sciences | February 2023 | Bibtex

    3. Random-Forest-Bagging Broad Learning System with Applications for COVID-19 Pandemic
      Choujun Zhan, Yufan Zheng, Haijun Zhang, Quansi Wen
      IEEE Internet of Things Journal | Mar 2021 | Bibtex

    4. Identifying epidemic spreading dynamics of COVID-19 by pseudocoevolutionary simulated annealing optimizers
      Choujun Zhan, Yufan Zheng, Zhikang Lai, Tianyong Hao, Bing Li
      Neural Computing and Applications | Mar 2020 | Bibtex

    Conference Papers:

    1. Ensemble Learning for Crowdfunding Dynamics: JingDong Crowdfunding Project
      Hu Ming, Kaihan Wu, Minghao Tan, Yufan Zheng, Junyan Lin, Choujun Zhan
      International Conference on Neural Computing for Advanced Applications 2021 (NCAA 2021) | Oct 2022 | Bibtex

    2. COVID-19’s impact on the Box office: Machine Learning and Difference-in-Difference
      Yufan Zheng, Qiaoling Zhen, Minghao Tan, Haoran Hu, Choujun Zhan
      2021 16th international conference on intelligent systems and knowledge engineering (ISKE) | Nov 2021 | Bibtex

    3. Detection Capability Prediction Based on Broad Learning System During The COVID-19 Pandemic
      Junyan Lin, Minghao Tan, Yufan Zheng, Kaihan Wu, Choujun Zhan
      2021 16th international conference on intelligent systems and knowledge engineering (ISKE) | Nov 2021 | Bibtex

    4. Predicting video game sales based on machine learning and hybrid based feature selection
      Jianbing Li, Yufan Zheng, Haoran Hu, Junhui Lu, Choujun Zhan
      2021 16th international conference on intelligent systems and knowledge engineering (ISKE) | Nov 2021 | Bibtex

    5. The impact of COVID-19 on online games: Machine learning and Difference-In-Difference
      Shuangyan Wu, Haoran Hu, Yufan Zheng, Qiaoling Zhen, Shuntao Zhang, Choujun Zhan
      CCF Conference on Computer Supported Cooperative Work and Social Computing | Sep 2021 | Bibtex

    6. Movie box office prediction based on ensemble learning
      Shuangyan Wu, Yufan Zheng, Zhikang Lai, Fujian Wu, Choujun Zhan
      IEEE Symposium on Product Compliance Engineering - Asia (ISPCE-CN) | Oct 2019 | Oral Presentation | Bibtex

    Experience

    1. Dec 2022 - present, Research Assistant, Department of Electrical Engineering, City University of Hong Kong, China
      Supervisor: Dr. Eric Wong

    2. Jun 2022 - Nov 2022, Algorithm technician, Industrial Software Development Division, Huangpu Institute of Materials, China

    3. Mar 2022 - Jun 2022, Intern, Industrial Software Development Division, Huangpu Institute of Materials, China

    4. Mar 2019 - Mar 2022, Research Assistant, Research Institute of Big Data and Artificial Intelligence (RIBDAI), Nanfang College of Sun Yat-sen University in Guangzhou, China
      Supervisor: Dr. Choujun Zhan

    Service

    Talk:

    1. Oct 2019, "Movie box office prediction based on ensemble learning" at ISPCE-CN 2019

    Award

    1. 2020 - 2021, Oustanding Graduates of NanFang College of Sun Yat-Sen University

    2. 2019 - 2020, National Scholarship, China

    3. Oct 2019, Merit award conference paper in 2019 IEEE International Symposium on Product Compliance Engineering-Asia

    Project

    1. Co-Investigator, 2020 - 2021, "E-business strategy mining based on big data and machine learning", Provincial College Students' Innovative Entrepreneurial Training Plan Program, China (10,000 CNY, No. S201912619030X)

    2. Co-Investigator, 2019 - 2020, "Solar radiation estimation system based on hours of sunshine and Planck's law", Provincial College Students' Innovative Entrepreneurial Training Plan Program, China (10,000 CNY, No. S202012619022)

    3. Principal Investigator, 2019 - 2020, "Box office forecasting based on big data and deep learning", Provincial College Students' Innovative Entrepreneurial Training Plan Program, China (10,000 CNY, No. S202012619021)

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    Update Time: 2023-08-22