Pareto Set Learning for Neural Multi-objective Combinatorial Optimization

29 March 2022

Papers citing "Pareto Set Learning for Neural Multi-objective Combinatorial Optimization"

14 / 14 papers shown

Title
Learning Heterogeneous Performance-Fairness Trade-offs in Federated Learning Rongguang Ye Ming Tang FedML 53 0 0 30 Apr 2025
Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks Minh-Duc Nguyen Phuong Mai Dinh Quang-Huy Nguyen L. P. Hoang Dung D. Le 51 1 0 23 Dec 2024
Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning Trees Alexia Jolicoeur-Martineau A. Baratin Kisoo Kwon Boris Knyazev Yan Zhang 40 1 0 12 Jul 2024
Efficient Evolutionary Search Over Chemical Space with Large Language Models Haorui Wang Marta Skreta C. Ser Wenhao Gao Lingkai Kong ... Yanqiao Zhu Yuanqi Du Alán Aspuru-Guzik Kirill Neklyudov Chao Zhang 47 12 0 23 Jun 2024
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives Xuan Wu Di Wang Lijie Wen Yubin Xiao Chunguo Wu Yuesong Wu Chaoyu Yu D. Maskell You Zhou 70 6 0 01 Jun 2024
Evolutionary Preference Sampling for Pareto Set Learning Rongguang Ye Longcan Chen Jinyuan Zhang H. Ishibuchi 33 3 0 12 Apr 2024
Collaborative Pareto Set Learning in Multiple Multi-Objective Optimization Problems Chikai Shang Rongguang Ye Jiaqi Jiang Fangqing Gu 32 1 0 01 Apr 2024
Approximation of a Pareto Set Segment Using a Linear Model with Sharing Variables Ping Guo Qingfu Zhang Xi Lin 31 3 0 30 Mar 2024
Pareto Set Learning for Expensive Multi-Objective Optimization Xi Lin Zhiyuan Yang Xiao-Yan Zhang Qingfu Zhang 39 54 0 16 Oct 2022
Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization Wei Liu Rui Wang Tao Zhang Kaiwen Li Wenhua Li H. Ishibuchi 28 25 0 21 Jun 2022
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer Yining Ma Jingwen Li Zhiguang Cao Wen Song Le Zhang Zhenghua Chen Jing Tang 83 129 0 06 Oct 2021
Controllable Pareto Multi-Task Learning Xi Lin Zhiyuan Yang Qingfu Zhang Sam Kwong MoE 77 73 0 13 Oct 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 189 917 0 02 Mar 2020
Predicting Tactical Solutions to Operational Planning Problems under Imperfect Information Eric Larsen Sébastien Lachapelle Yoshua Bengio Emma Frejinger Simon Lacoste-Julien Andrea Lodi 25 46 0 31 Jul 2018