Education Background
Xi'an Jiaotong University
2022-09 - Present
Academic Ph.D. in Information and Communication Engineering (信息与通信工程学术型博士)
Track: Intelligent Perception and Decision Control / Big Data and Foundation Model Applications (方向:智能感知与决策控制 / 大数据与基础大模型应用)
Supervisor (Current Primary): Prof. Biao Zhao (faculty page)
Supervisor (Second): Prof. Guizhong Liu (faculty page)
Doctoral research topics: LLM reasoning and tuning, NLP and applications, multi-agent RL decision coordination and control optimization, intelligent retrieval and data processing. (博士研究方向:大语言模型推理与调优、自然语言处理及应用、多智能体强化学习协同决策控制优化、智能检索与数据处理)
Academic performance: excellent; actively involved in laboratory research projects and provincial/national research funding projects. (学习成绩优异,积极参与实验室与省部级/国家级科研项目)
Shanghai University
2019-09 - 2021-03
M.S. in Computer Engineering and Science (计算机工程与科学硕士)
Master's research topics: 1) Computer vision object detection, 2) Knowledge-graph question answering, 3) Aspect-term based fine-grained sentiment analysis. (硕士研究方向:1)计算机视觉目标检测;2)知识图谱智能问答;3)面向目标实体的细粒度情感分析)
Lab projects: 1) China UnionPay SME knowledge mining and KG visualization system (knowledge integration, graph construction, Impala data management); 2) Alibaba/Ant Financial SME event discovery and risk prediction (event detection model development and performance tuning). (硕士期间项目:1)中国银联中小微企业知识挖掘与图谱可视化;2)阿里/蚂蚁金融经营事件发现与风险评估)
Internship and Engineering Experience
  • 2021-01 - 2021-06: eBay Shanghai Branch, IaSS Team, full-stack software development engineer intern; frontend infrastructure UI development/maintenance/optimization and backend Python application development. (eBay上海分部全栈实习,负责基础设施前端开发维护与后端Python应用开发)
  • 2022-05 - 2022-08: Shanghai Youhao Network Technology Co., Ltd; Unity3D and Python software development engineer; e-commerce frontend interaction pages and backend user-state management/monitoring applications. (上海游灏网络科技,Unity3D与Python开发,负责电商前端交互与后端状态管理监控)
Overseas Visiting Experience
Huawei, Foundational LLM Department
2026-03 - 2026-09 (Until Now)
Research Intern, Foundational LLM Team (华为基础大语言模型部门科研实习)
Base: Shenzhen (地点:深圳)
The Chinese University of Hong Kong (CUHK), Department of CSE
2025-09 - 2026-02
Honorary Research Assistant (荣誉科研助理)
Mentor: IEEE Fellow Irwin King; Group: MISC Lab @ CUHK (师从Irwin King教授,所在课题组:MISC Lab)
The University of Hong Kong (HKU), Department of EEE
2025-02 - 2025-09
Visiting Scholar and Research Assistant (访问学者兼科研助理)
Group: NICE Lab @ EEE of HKU (所在课题组:NICE Lab)
Representative outputs during/around visiting period:
  • A Review of AI-Driven Automation Technologies: Latest Taxonomies, Existing Challenges, and Future Prospects (CMC). (AI驱动自动化技术综述)
  • A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives (Journal of Industrial Information Integration). (多智能体协同决策应用综述)
  • Counterfacutal Group Relative Policy Advantage Empowered Dynamic Curriculum Learning for Multi-Agent Reinforcement Learning (IEEE TNNLS, preprint stage). (多智能体强化学习课程学习方法研究)
  • EVA-MARL: Evolutionary Variational Autoencoder-enhanced Metaformer Actor With Dual-Expert Policy Coordination For Efficient Offline-to-Online MARL (IEEE TNNLS, submission stage). (离线到在线MARL策略协同优化研究)
Resume Downloads
Weiqiang Jin Resume (PDF) (英文简历)
金伟强 简历 (PDF) (中文简历)