Zhiyuan Yang

Most-cited papers

1. A Systematic Survey on Large Language Models for Algorithm Design

   Fei Liu, Yi-Ming Yao, Ping Guo, Zhiyuan Yang +8 more

   2024ACM Computing Surveys131 citations Open access

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2. Pareto Set Learning for Expensive Multi-Objective Optimization

   Xi Lin, Zhiyuan Yang, Xiao-Yan Zhang, Qing-Fu Zhang

   2022Neural Information Processing Systems122 citations Open access

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3. Pareto Set Learning for Neural Multi-objective Combinatorial Optimization

   Xi Lin, Zhiyuan Yang, Qing-Fu Zhang

   2022International Conference on Learning Representations121 citations Open access

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4. Controllable Pareto Multi-Task Learning

   Xi Lin, Zhiyuan Yang, Qing-Fu Zhang, S. Kwong

   2020arXiv.org86 citations

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5. Smooth Tchebycheff Scalarization for Multi-Objective Optimization

   Xi Lin, Xiao-Yan Zhang, Zhiyuan Yang, Fei Liu +2 more

   2024International Conference on Machine Learning81 citations

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6. Continuation Path Learning for Homotopy Optimization

   Xi Lin, Zhiyuan Yang, Xiao-Yan Zhang, Qing-Fu Zhang

   2023International Conference on Machine Learning20 citations Open access

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7. Dealing With Structure Constraints in Evolutionary Pareto Set Learning

   Xi Lin, Xiao-Yan Zhang, Zhiyuan Yang, Qingfu Zhang

   2023IEEE Transactions on Evolutionary Computation10 citations Open access

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8. Exploring the Adversarial Frontier: Quantifying Robustness via Adversarial Hypervolume

   Ping Guo, Cheng Gong, Xi Lin, Zhiyuan Yang +1 more

   2024IEEE Transactions on Emerging Topics in Computational Intelligence9 citations Open access

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9. PuriDefense: Randomized Local Implicit Adversarial Purification for Defending Black-box Query-based Attacks

   Ping Guo, Xiang Li, Zhiyuan Yang, Xi Lin +2 more

   2024arXiv.org5 citations

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10. Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images

    Jianfei Guo, Zhiyuan Yang, Xi Lin, Qing-Fu Zhang

    2021arXiv.org5 citations

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11. Discovering Interpretable Latent Space Directions for 3D-Aware Image Generation

    Zhiyuan Yang, Qing-Fu Zhang

    2024IEEE Transactions on Emerging Topics in Computational Intelligence2 citations

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