Advantages of Our Research Group:
Abundant Resources and Comprehensive Guidance: Our research group is growing rapidly and has abundant
computing resources and research funding to support your work. We place great emphasis on the development of
every student. The supervisor provides hands-on mentorship for every new group member, helping them read papers,
debug code, and write research articles. We are committed to thoroughly revising each student's first research
paper from beginning to end.
Industry-Relevant Research Topics: The research topics in our group are closely aligned with problems of
interest to the industry. For students aiming to pursue careers in the industry, such research experience will
provide a significant advantage. Our group encourages students who meet the graduation requirements to
undertake research-based internships in companies. We have established in-depth collaborations with leading
companies such as ByteDance, Huawei, Baidu, and SenseTime. Outstanding graduates may also receive recommendations
to these companies or for doctoral/postdoctoral opportunities at institutions such as the University of Hong Kong,
CUHK, the University of Sydney, and Shanghai AI Lab.
Expectations for Prospective Students:
Strong Self-Motivation: We provide abundant guidance and research resources to all members, and we hope each
student can fully leverage these resources with strong self-motivation to deliver truly valuable scientific
contributions.
Early Engagement in Research: After securing postgraduate recommendation or admission, students intending to
join the group are welcome to work on their undergraduate thesis and other research projects with us during
their fourth year. Starting research a year early will greatly benefit your future development. Papers published
during this period can count toward the output requirements for graduate school.
Strong Self-Learning and Programming Skills: Students joining the group are expected to be proficient in Python,
PyTorch, and basic Linux operations, with considerable programming experience. The following experiences are
highly valued and will serve as significant advantages: participation and awards in ACM competitions;
in-depth involvement in website development, software development, or open-source projects; and long-term,
valuable knowledge sharing in professional fields.
Application Information:
Our group is currently recruiting students for
2027 admission, including
master-to-Ph.D. students,
regular Ph.D. students (application-assessment track),
and
master's students. Research internships are also welcome.
Before applying, please complete the following:
Select one paper published by our group (see the Publications section), and prepare a presentation (PPT)
that explains its motivation, core method, and main experimental results.
In the same PPT, analyze the limitations of the paper and propose your own ideas for improvement or
future extension.
Please send your
PPT,
resume, and
academic transcript to
jinyangguo@buaa.edu.cn. If you are passionate
about research, we look forward to having you join us!
综合来说，我们有以下优势：
充足的科研资源和全面的指导：课题组正处于快速发展阶段，拥有充足的计算资源和科研经费，能够有力支持同学们开展科学研究。
课题组重视每一位同学的培养，导师会手把手地带每一位新入组的同学读论文、改Bug、写论文。
我们承诺会帮助每位同学对第一篇论文从头到尾进行优化改写。
与产业界密切联系的研究内容：课题组的研究内容与产业界关心的问题密切相关，如果同学们毕业后准备到企业发展，
这样的研究经历会为你在企业求职带来巨大优势。课题组鼓励满足学校毕业要求的同学到企业开展以科研为主要内容的实习。
同时，课题组与字节、华为、百度、商汤等多家公司有深入合作。优秀者毕业后可推荐至相关公司，或推荐至港大、港中文、
悉尼大学、上海AI Lab等攻读博士/博士后。
对于有意向加入本课题组的同学，希望你：
有强烈的自驱力（Self-Motivation）：课题组会为同学们提供充足的指导和科研资源，希望每位同学可以充分利用
这些资源，以强烈的自驱力做出真正有价值的科学工作。
尽早投入科研：有意向加入课题组的同学，在完成保研/推免后，大四即可来到组里完成毕业设计以及其他科研项目。
提前一年熟悉科研工作，多一年的积累会为你后续的发展提供巨大帮助。大四期间发表的论文可计入研究生阶段的
工作产出，用于满足学校的毕业要求。
较强的自学能力和编程能力：希望加入课题组的同学熟练掌握Python、PyTorch及Linux基础操作，有较为丰富的
编程经验。以下经历会是重要的加分项：ACM竞赛参赛和获奖经历；深度参与的网站搭建、程序开发或开源项目；
长期、有价值的专业知识分享。
申请信息：
组里现有
2027年入学的
硕转博、
普博（申请考核制）及
硕士名额，也欢迎同学来组里科研实习。
申请前，请完成以下准备：
从课题组已发表的论文中任选一篇（见 Publications 部分），制作一份PPT，讲解论文的研究动机、核心方法和主要实验结果。
在同一份PPT中，分析该论文的不足之处，并提出你自己的改进思路或后续拓展方向。
请将
PPT、
简历和
成绩单一并发送至
jinyangguo@buaa.edu.cn。如果你有科研的热情和梦想，期待你的加入！