Qingfu Zhang
City University of Hong Kong
H-index: 77
Asia-Hong Kong
Top articles of Qingfu Zhang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
PMGDA: A Preference-based Multiple Gradient Descent Algorithm | arXiv preprint arXiv:2402.09492 | Xiaoyuan Zhang Xi Lin Qingfu Zhang | 2024/2/14 |
Panacea: Pareto Alignment via Preference Adaptation for LLMs | arXiv preprint arXiv:2402.02030 | Yifan Zhong Chengdong Ma Xiaoyuan Zhang Ziran Yang Qingfu Zhang | 2024/2/3 |
A Bi-Learning Evolutionary Algorithm for Transportation-Constrained and Distributed Energy-Efficient Flexible Scheduling | IEEE Transactions on Evolutionary Computation | Zixiao Pan Ling Wang Jingjing Wang Qingfu Zhang | 2024/1/16 |
Multiobjective Lipschitz Bandits under Lexicographic Ordering | Proceedings of the AAAI Conference on Artificial Intelligence | Bo Xue Ji Cheng Fei Liu Yimu Wang Qingfu Zhang | 2024/3/24 |
UMOEA/D: A Multiobjective Evolutionary Algorithm for Uniform Pareto Objectives based on Decomposition | arXiv preprint arXiv:2402.09486 | Xiaoyuan Zhang Xi Lin Yichi Zhang Yifan Chen Qingfu Zhang | 2024/2/14 |
Approximating robust Pareto fronts by the MEOF-based multiobjective evolutionary algorithm with two-level surrogate models | Information Sciences | Yuxiang Shui Hui Li Jianyong Sun Qingfu Zhang | 2024/2/1 |
An example of evolutionary computation+ large language model beating human: Design of efficient guided local search | arXiv preprint arXiv:2401.02051 | Fei Liu Xialiang Tong Mingxuan Yuan Xi Lin Fu Luo | 2024/1/4 |
Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits | Proceedings of the AAAI Conference on Artificial Intelligence | Ji Cheng Bo Xue Jiaxiang Yi Qingfu Zhang | 2024/3/24 |
L-AutoDA: Leveraging Large Language Models for Automated Decision-based Adversarial Attacks | arXiv preprint arXiv:2401.15335 | Ping Guo Fei Liu Xi Lin Qingchuan Zhao Qingfu Zhang | 2024/1/27 |
Hypervolume maximization: A geometric view of pareto set learning | Advances in Neural Information Processing Systems | Xiaoyuan Zhang Xi Lin Bo Xue Yifan Chen Qingfu Zhang | 2024/2/13 |
Learning Multi-Task Sparse Representation Based on Fisher Information | Proceedings of the AAAI Conference on Artificial Intelligence | Yayu Zhang Yuhua Qian Guoshuai Ma Keyin Zheng Guoqing Liu | 2024/3/24 |
Evolve Cost-aware Acquisition Functions Using Large Language Models | arXiv preprint arXiv:2404.16906 | Yiming Yao Fei Liu Ji Cheng Qingfu Zhang | 2024/4/25 |
A Multiobjective Evolutionary Algorithm for Network Planning in In-Building Distributed Antenna Systems | IEEE Transactions on Network Science and Engineering | Pei-Qiu Huang Shaoda Zeng Xilei Wu Hai-Lin Liu Qingfu Zhang | 2024/1/24 |
Smooth Tchebycheff Scalarization for Multi-Objective Optimization | arXiv preprint arXiv:2402.19078 | Xi Lin Xiaoyuan Zhang Zhiyuan Yang Fei Liu Zhenkun Wang | 2024/2/29 |
Neural combinatorial optimization with heavy decoder: Toward large scale generalization | Advances in Neural Information Processing Systems | Fu Luo Xi Lin Fei Liu Qingfu Zhang Zhenkun Wang | 2024/2/13 |
Self-Improved Learning for Scalable Neural Combinatorial Optimization | arXiv preprint arXiv:2403.19561 | Fu Luo Xi Lin Zhenkun Wang Tong Xialiang Mingxuan Yuan | 2024/3/28 |
Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization | arXiv preprint arXiv:2402.16891 | Fei Liu Xi Lin Qingfu Zhang Xialiang Tong Mingxuan Yuan | 2024/2/23 |
Puridefense: Randomized local implicit adversarial purification for defending black-box query-based attacks | arXiv preprint arXiv:2401.10586 | Ping Guo Zhiyuan Yang Xi Lin Qingchuan Zhao Qingfu Zhang | 2024/1/19 |
Machine Learning Assisted Multiobjective Evolutionary Algorithm for Routing and Packing | IEEE Transactions on Evolutionary Computation | Fei Liu Qingfu Zhang Qingling Zhu Xialiang Tong Mingxuan Yuan | 2024/2/6 |
Discovering Interpretable Latent Space Directions for 3D-Aware Image Generation | Huiting Yang Liangyu Chai Qiang Wen Shuang Zhao Zixun Sun | 2021 |
Co-Authors
R. Prof. P. N. Suganthan, FIEEE'2015, SCI Highly Cited Researcher 2015-2023, (Codes from my GitHub)
Nanyang Technological University
