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Welcome To My Academic Homepage

News(💥)

Seeking Joint PhD Supervision, Postdoctoral Opportunities, and International Collaboration (Released on November 2025)

I am a PhD candidate in intelligent manufacturing and robotics, with research expertise in:
(1) Human–robot collaboration (perception–decision–execution–learning closed loop);
(2) Management, control, and optimization of complex manufacturing systems;
(3) Robot cluster control and decision-making.
My technical skill set includes:
(1) Deep reinforcement learning, evolutionary computation, and swarm intelligence algorithms;
(2) Applications of large language models (LLMs) in intelligent manufacturing and robotics;
(3) Mathematical modeling, linearization, and the use of commercial solvers.
My expected graduation date is June 2027, and I am actively seeking:

-1. One-Year Joint PhD / Visiting Research Opportunity (via CSC Funding)
I will apply for the China Scholarship Council (CSC) program to undertake a one-year joint PhD/visiting research placement at a leading university or research institute.

-2. Postdoctoral Position After Graduation (Starting August 2027)
I am seeking postdoctoral positions in Europe, the United States, Singapore, or other regions with strong research programs in robotics, artificial intelligence, and advanced manufacturing.

-3. International Collaborative Research & Publication Partnerships
I welcome opportunities for joint publications, collaborative research projects, and long-term academic cooperation.

If my research background aligns with your interests, I would be pleased to connect. My email: huangming@bit.edu.cn


Biography

Ming Huang was born in Xingtai, Hebei Province, China in 1999. Currently, I am pursuing a doctoral degree in Mechanical Engineering at Beijing Institute of Technology.

If you have any further questions, please feel free to contact me.
My E-mail( ): huangming @bit.edu.cn.
Address:School of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, China

🔍 Interests 🎓 Education
  • Deep reinforcement learning, Evolutionary computing,LLM
  • Robotic swarm scheduling
  • Human-Robot Collaboration Optimization
  • Multi-stage integrated scheduling
  • Complex System Modeling and Optimization
  • Dynamic multi-objective optimization
  • 2023. 09 - 2027. 07 D.Eng in Mechanical Engineering-- Beijing Institute of Technology
  • 2020. 09 - 2023. 07 M.Eng. in Industrial Engineering-- Wuhan University of Technology
  • 2016. 09 - 2020. 07 B.Eng. in Quality Management Engineering-- He Bei University
  • 2013. 09 - 2016. 07 Student in the first senior high school of Xingtai City, Hebei
  • 2023 To Do list 🎯
    Going to pass the PhD application examination
    Getting a Master’s Degree:
    Acceptance of three papers or more(Progress: 2/3)
    Go to improve English listening skills
    To control the weight between 55-60kg, a strong body is the basis of scientific research.
    Go save up money because maybe try hair transplants to fight hair loss.
    Words I Wanted To Say:There are many things worth doing in one’s life, and the most significant is to do it right now.🏃


    Supervisor

    • Sihan Huang associate professor(My doctoral supervisor)

    • Baigang Du associate professor(My master’s supervisor)

    • Jun Guo associate professor(My associate master’s supervisor)

    Awards

    • 2025. 11 “Huawei Cup” The 22th China Post-granduate Mathematical Contest — National First Prize and Huawei Special Second Prize
      Modeling topic: Research on Kernel Scheduling Optimization in General Neural Network Processor Competitions
    • 2025. 11 The 3rd Human-Centric Smart Manufacturing Academic Conference — Outstanding Presentation Award
      Presentation topic: Optimization of Ultra High Flexibility Robotic Manufacturing System with Human Robot Collaboration: A Multi-Objective Multi-Agent Deep Reinforcement Learning
    • 2025. 11 Outstanding Student for the 2024-2025 Year at Beijing Institute of Technology — Personal Honor
    • 2024. 12 2024 World Intelligent Manufacturing Conference – Human-Centered Smart Manufacturing Session & The 2rd Human-Centric Smart Manufacturing Academic Conference — Outstanding Presentation Award
      Presentation topic: Autonomous Collaboration Strategies for Mobile Operations in Robot Clusters.
    • 2024. 11 Outstanding Student for the 2023-2024 Year at Beijing Institute of Technology — Personal Honor
    • 2023. 11 “Huawei Cup” The 20th China Post-granduate Mathematical Contest — National Second Prize
      Modeling topic: Research on Optimization of Evaluation Plans for Large scale Innovation Competitions
    • 2023. 06 Outstanding graduate of Wuhan University of Technology — Personal Honor
    • 2022. 12 “Huawei Cup” The 19th China Post-granduate Mathematical Contest — National Second Prize
      Modeling topic: Scheduling optimization problem for automotive manufacturing painting-final assembly cache sequencing zone
    • 2022. 06 The 12th Wuhan University of Technology Post-graduate Mathematical Contest — First Prize
      Modeling topic: Research on resource-constrained vehicle routing problem
    • 2021. 12 “Huawei Cup” The 18th China Post-granduate Mathematical Contest — National Third Prize
      Modeling topic: Airline crew optimization scheduling problem
    • 2021. 01 “Cloud Talk New Technology” Popular Science Contest— Third Prize
      Entry: OpenCV-based smart power plant inspection trolley

    Journal Reviewer

    IEEE Transactions on Systems Man Cybernetics-Systems (SCI, IF=8.7).
    Journal of King Saud University Science (SCI, IF=3.6)
    International Journal of Intelligent Robotics and Applications(SCI, IF=2.0)


    Conference presentation

    -1. (2025. 11) The 3rd Human-Centric Smart Manufacturing Academic Conference, Beijing, China. — Outstanding Presentation Award
    Presentation topic: Optimization of Ultra High Flexibility Robotic Manufacturing System with Human Robot Collaboration: A Multi-Objective Multi-Agent Deep Reinforcement Learning

    -2. (2025. 07). 2025 Annual Conference of the Industrial Big Data and Intelligent Systems Division of the Chinese Mechanical Engineering Society & The 8th Academic Conference on Big Data-Driven Intelligent Manufacturing, Yichang, China. (Forum Presentation)
    Presentation topic: A Normalized Tchebycheff Aggregation-Based Multi-Objective Deep Reinforcement Learning for Dynamic Scheduling of Robotic Manufacturing Systems.

    -3. (2025. 05). Frontier Forum on Digital Twin Technologies and Application Models & The 19th Session (2025 Issue 3) of the “Strive for Excellence” PhD Student Workshop by the China Graphics Society, Yichang, China. (Invited Presentation at the Graduate Forum)
    Presentation topic: Digital Twin-driven Multi-objective Deep Reinforcement Learning for Dynamic and Flexible Island Assembly Line Scheduling.

    -4. (2024. 12). 2024 World Intelligent Manufacturing Conference – Human-Centered Smart Manufacturing Session & The 2rd Human-Centric Smart Manufacturing Academic Conference, Nanjing, China. (Outstanding Presentation Award) (Poster) PDF
    Presentation topic: Autonomous Collaboration Strategies for Mobile Operations in Robot Clusters.

    -5. (2024. 12).. 2024 National Doctoral Forum on Industrial Engineering & the 772nd Tsinghua University Doctoral Academic Forum, Beijing, China. (Forum Presentation)
    Presentation topic: Fuzzy Superposition Operation and Knowledge-driven Co-evolutionary Algorithm for Integrated Production Scheduling and Vehicle Routing Problem with Soft Time Windows and Fuzzy Travel Times.


    Project

    Fund

    1. 2024. 12-2027. 11 The National Key Research and Development Program of China :
      Research on Cyber-Physical Fusion Modeling Technology for Control System Equipment Targeting Multiple Optimization Objectives in Flexible Manufacturing (Project Participants)

    2. 2025. 01-2027. 12 The National Natural Science Foundation of China (Youth Fund) :
      Research on Adaptive Reconfiguration Optimization Theory for Smart Manufacturing Systems with Multiple Uncertain Disturbances (Project Participants)

    3. 2024. 07-2027. 12 Beijing Natural Science Foundation under Grant :
      Key Technologies and System Applications of Digital Twin Workshop for 3C Intelligent Manufacturing (Project Participants)

    4. 2022. 12-2024. 10 The National Key Research and Development Program of China:
      Research on Key Technologies for Dynamic Reconfiguration and XXXX of Production Lines (Project Participants)

    5. 2022. 01-2022. 12 Independent Innovation Foundation of Wuhan University of Technology —— Postgraduate Personal Exploration Project :
      Research on Integrated Production and Distribution Scheduling with Flexible Batching and Soft Time Windows (Project Principals

    6. 2018. 01-2020. 12 National Natural Science Foundation of China (Youth Fund) :
      A game method of supply and demand allocation of complex product system manufacturing services for social collaboration (Project Participants)

    Internship

    — 2021. 07-2022. 07 Tuoxing Zhiwang Technology Co., Ltd. Wuhan (Java Back End Development)

    1. 2021. 07-2021. 12 Development of Wind Plant Operation and Maintenance Application Platform

    2. 2022. 01-2022. 07 Tangshan Sinoma Heavy Machinery PMS Improvement Project
      -Development of External Supplier Price Comparison Management Platform