CV

General Information

Full Name Minghong GENG
Email Address mhgeng.2021 |AT| phdcs.smu.edu.sg

Education

  • 2021 - pres

    Singapore

    PhD in Computer Science
    Singapore Management University
    • Supervisor - Professor TAN Ah Hwee
  • 2019 - 2020

    Singapore

    Master of Business Analytics
    Singapore Management University
  • 2014 - 2018

    Chengdu, CN

    Bachlor of Economics
    Southwestern University of Finance and Economics

Experience

  • 2024 - 2025

    Beijing, CN

    Visiting Student
    Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University
  • 2020-2021

    Singapore

    Research Engineer
    Singapore Management University
  • 2020

    Singapore

    Data Science Intern
    Global Data Science (Artificial Intelligence) Department, MSD

Awards, Fellowships & Grants

  • 2025
    • Presidential Doctoral Fellowship 2025 Nominee
    • Global Young Scientists Summit (GYSS) 2026 Nominee
    • FSCI 2025 Scholarship
    • IJCAI 2025 Travel Grant
    • IJCAI 2025 Volunteer Grant
    • AAMAS 2025 Student Scholarship
  • 2024
    • AAMAS 2024 Student Scholarship
  • 2021-2025
    • SMU Full Scholarship

Presentations

  • 2025

    Detroit, USA

    AAMAS 2025
    • MOSMAC: A Multi-agent Reinforcement Learning Benchmark on Sequential Multi-Objective Tasks, Oral presentation and Poster
    • Hierarchical Frameworks for Scaling-up Multi-agent Coordination, Elevator Pitch (Doctoral Consortium) and Poster
  • 2025

    Singapore

    Department Research Seminar at SCIS, SMU
    • Frameworks and Benchmarks for Scaling up MARL, Pre-conference Talks for AAMAS 2025
  • 2024

    Auckland, NZ

    AAMAS 2024
    • Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks, Poster
    • Explaining Sequences of Actions in Multi-agent Deep Reinforcement Learning Models, Poster
    • Scaling up Cooperative Multi-agent Reinforcement Learning Systems, Elevator Pitch (Doctoral Consortium) and Poster
  • 2024

    Singapore

    Department Research Seminar at SCIS, SMU
    • Scaling, Benchmarking, and Explaining Cooperative MARL Methods, Pre-conference Talks for AAMAS 2024

Teaching Experience

  • 2025
    IS423 Financial Markets Processes and Technology
    Singapore Management University
    • Senior Teaching Assistant, May 2025 - Dec 2025 (AY2025 Term 1)
  • 2025
    CS609 Introduction to Reinforcement Learning
    Singapore Management University
    • Senior Teaching Assistant, May 2025 - Dec 2025 (AY2025 Term 1)
  • 2023 & 2024
    ISSS609 Text Analytics and Applications
    Singapore Management University
    • Senior Teaching Assistant, Jan 2024 - May 2021 (AY2024 Term 2)
    • Senior Teaching Assistant, Jan 2023 - May 2023 (AY2023 Term 2)
  • 2020 & 2023
    ISSS616 Applied Statistical Analysis with R
    Singapore Management University
    • Senior Teaching Assistant, May 2023 - Aug 2023 (AY2023 Term 3)
    • Teaching Assistant, Aug 2020 - Dec 2020 (AY2020 Term 1)

Service and Outreach

  • Aug 2025

    Montréal, CA

    International Student Volunteer
    • IJCAI 2025
  • May 2025

    Detroit, USA

    Session Chair
    • AAMAS 2025
  • May 2025

    Detroit, USA

    International Student Volunteer
    • AAMAS 2025
  • Apr 2025

    Singapore

    Student Volunteer
    • Workshop on Frontiers of Artificial General Intelligence (AGI)
  • May 2024

    Auckland, NZ

    International Student Volunteer
    • AAMAS 2024
  • Dec 2022

    Singapore

    Student Volunteer
    • IEEE SSCI 2022

Peer Review

  • 2025
    Main Track Reviewer/PC Member (Conference)
    • ICML 2025, AAMAS 2025, ICLR 2025
  • 2022
    Main Track Reviewer/PC Member (Conference)
    • IEEE SSCI 2022
  • 2023-pres
    Reviewer (Journal)
    • IEEE TETCI, IEEE CIM

Professional Memberships

  • 2025 - pres
    IJCAI, Member
  • 2023 - pres
    IEEE, Student Member