Controllable Pareto Multi-Task Learning. - Xi Lin 001; Zhiyuan Yang 003; Qingfu Zhang 001; Sam Kwong (CoRR, 2020)

Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images. - Jianfei Guo; Zhiyuan Yang 003; Xi Lin 001; Qingfu Zhang 001 (CoRR, 2021)

Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization. - Xi Lin 001; Zhiyuan Yang 003; Qingfu Zhang 001 (ICLR, 2022)

EigenGRF: Layer-Wise Eigen-Learning for Controllable Generative Radiance Fields. - Zhiyuan Yang 003; Qingfu Zhang 001 (ICONIP (1), 2022)

Pareto Set Learning for Expensive Multi-Objective Optimization. - Xi Lin 001; Zhiyuan Yang 003; Xiaoyuan Zhang; Qingfu Zhang 001 (NeurIPS, 2022)

Towards Modeling 3D Dense Shape Correspondence from Category-Specific Multi-View Images. - Zhiyuan Yang 003; Qingfu Zhang 001 (ICIP, 2023)

Continuation Path Learning for Homotopy Optimization. - Xi Lin 001; Zhiyuan Yang 003; Xiaoyuan Zhang; Qingfu Zhang 001 (ICML, 2023)

Evolutionary Pareto Set Learning with Structure Constraints. - Xi Lin 001; Xiaoyuan Zhang; Zhiyuan Yang 003; Qingfu Zhang 001 (CoRR, 2023)

Smooth Tchebycheff Scalarization for Multi-Objective Optimization. - Xi Lin 001; Xiaoyuan Zhang; Zhiyuan Yang 003; Fei Liu 044; Zhenkun Wang 001; Qingfu Zhang 001 (ICML, 2024)

A Systematic Survey on Large Language Models for Algorithm Design. - Fei Liu 044; Yiming Yao; Ping Guo 007; Zhiyuan Yang 003; Zhe Zhao 008; Xi Lin 001; Xialiang Tong; Mingxuan Yuan; Zhichao Lu; Zhenkun Wang 001; Qingfu Zhang 001 (CoRR, 2024)

Discovering Interpretable Latent Space Directions for 3D-Aware Image Generation. - Zhiyuan Yang 003; Qingfu Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Exploring the Adversarial Frontier: Quantifying Robustness via Adversarial Hypervolume. - Ping Guo 007; Cheng Gong; Xi Lin 001; Zhiyuan Yang 003; Qingfu Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling. - Weizhe Lin; Xing Li; Zhiyuan Yang 003; Xiaojin Fu; Hui-Ling Zhen; Yaoyuan Wang; Xianzhi Yu; Wulong Liu; Xiaosong Li; Mingxuan Yuan (CoRR, 2025)

Dealing With Structure Constraints in Evolutionary Pareto Set Learning. - Xi Lin 001; Xiaoyuan Zhang; Zhiyuan Yang 003; Qingfu Zhang 001 (IEEE Trans. Evol. Comput., 2025)