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Yu-Ran Gu
辜宇然

M.Sc. Student
LAMDA Group
National Key Laboratory for Novel Software Technology
School of Artificial Intelligence
Nanjing University
✉️ guyr (at) lamda.nju.edu.cn


About Me

I received B.Eng. degree from School of Computer Science and Engineering in Sun Yat-sen University. Currently, I am a M.Sc student of School of Artificial Intelligence in Nanjing University, under the supervision of Associate Prof. Chao Qian, and a member of LAMDA Group, led by professor Zhi-Hua Zhou. Soon, I will work as a machine learning engineer in the display advertising team at Alimama.

Research Interests

I am interested in Machine Learning, especially

Publications

  1. Submodular Maximization under the Intersection of Matroid and Knapsack Constraints
    Yu-Ran Gu, Chao Bian and Chao Qian
    In Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI'23), Washington, DC, 2023, pp.3959-3967. Oral Presentation
    PDF Preprint Poster Code

  2. Subset Selection for Evolutionary Multi-objective Optimization
    Yu-Ran Gu, Chao Bian, Miqing Li and Chao Qian
    In IEEE Transactions on Evolutionary Computation, 2024, 28(2):403-417.
    PDF Code

  3. Migrant Resettlement by Evolutionary Multi-objective Optimization
    Dan-Xuan Liu, Yu-Ran Gu, Chao Qian, Xin Mu and Ke Tang
    Under Review.
    Preprint Code

Awards

Intership

Projects

  1. OpenMP-based Parallel Optimization of ASC'19 on TianHe-2
    Code

    lambda-MLToolbox: Open-source ML Toolkit by LAMDA Group
    Code

    Toy-RecLM: Toy Recommender Large Model based on LLaMA2/HSTU+SASRec Prediction Layer
    Code

Services

Conference Reviewer

Journal Reviewer