avatar

Yu-Ran Gu
辜宇然

ML Engineer
Alibaba Group
✉️ guyuran.gyr (at) alibaba-inc.com


About Me

I received B.Eng. degree from School of Computer Science and Engineering in Sun Yat-sen University, and received M.Sc degree from 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. Currently, I work as a machine learning engineer in the display advertising team at Alimama.

Research Interests

I am interested in Machine Learning, especially

Publications

  1. MUSE: A Simple Yet Effective Multimodal Search-Based Framework for Lifelong User Interest Modeling
    Bin Wu, Feifan Yang, Zhangming Chan, Yu-Ran Gu, Jiawei Feng, Chao Yi, Xiang-Rong Sheng, Han Zhu, Jian Xu, Mang Ye, Bo Zheng
    Arxiv, 2025.
    Preprint Poster

  2. 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

  3. 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
  4. Migrant Resettlement by Evolutionary Multi-objective Optimization
    Dan-Xuan Liu, Yu-Ran Gu, Chao Qian, Xin Mu and Ke Tang
    In IEEE Transactions on Artificial Intelligence.
    PDF Code

Awards

Projects

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

    Toy-RecLM: Toy Recommender Large Model
    Code

Services

Conference Reviewer

Journal Reviewer