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Ren-Jian Wang
王任柬

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


About Me

I am a Ph.D. 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.

Research Interests

I am interested in Machine Learning and Evolutionary Algorithms, especially

Publications



* Equal Contribution
  1. Quality-Diversity with Limited Resources
    Ren-Jian Wang, Ke Xue, Cong Guan, and Chao Qian
    In Proceedings of the 41st International Conference on Machine Learning (ICML'24), Vienna, Austria, 2024, to appear.
    PDF Preprint Code Poster BibTex

  2. Quality-Diversity Algorithms Can Provably Be Helpful for Optimization
    Chao Qian, Ke Xue, and Ren-Jian Wang
    In Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24), Jeju, Korea, 2024, to appear.
    PDF Preprint

  3. Sample-Efficient Quality-Diversity by Cooperative Coevolution
    Ke Xue*, Ren-Jian Wang*, Pengyi Li, Dong Li, Jianye Hao, and Chao Qian
    In Proceedings of the 12th International Conference on Learning Representations (ICLR'24), Vienna, Austria, 2024.
    PDF Code (Spotlight, top 5%)

  4. Diversity from Human Feedback
    Ren-Jian Wang*, Ke Xue*, Yutong Wang, Peng Yang, Haobo Fu, Qiang Fu, and Chao Qian
    In 2nd Agent Learning in Open-Endedness Workshop at NeurIPS'23, New Orleans, LA, 2023.
    PDF Preprint Poster

  5. Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting
    Ren-Jian Wang, Ke Xue, Haopu Shang, Chao Qian, Haobo Fu, and Qiang Fu
    In Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI'23), Macao, SAR, China, 2023, pp.4335-4343.
    PDF Code BibTex

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