Wei Liu

PhD student, liacs, Leiden University, Leiden University

Joined

February 2025

Names

Wei Liu (Preferred)

Emails

****@liacs.leidenuniv.nl (Confirmed)

Personal Links

ORCID

Career & Education History

PhD student

liacs, Leiden University, Leiden University (liacs.leidenuniv.nl)

2023 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Preference-Aware Mixture-of-Experts for Multi-Objective Combinatorial Optimization
Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Towards Robust Multi-Objective Optimization: Adversarial Attack and Defense Methods for Neural Solvers
Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Decomposition-based Neural Multi-objective Combinatorial Optimization with Graph-Filter based Multi-Head Attention
Jiaxiang Han, Li Chen, Xingxing Hao, Wei Zhou, Xin Cao, Xing Hao, Wei Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Multi-Action Sampling with Deep Reinforcement Learning for Traveling Salesman Problem
Wei Liu, Thomas Bäck, Yingjie Fan
- LION19 2025
- Readers: Everyone
Two-stage bidirectional coevolutionary algorithm for constrained multi-objective optimization
Shulin Zhao, Xingxing Hao, Chen Li, Tingfeng Yu, Xingyu Li, Wei Liu
- Swarm Evol. Comput. 2025
- Readers: Everyone
Learning-guided cross-sampling for large-scale evolutionary multi-objective optimization
Haofan Wang, Li Chen, Xingxing Hao, Rong Qu, Wei Zhou, Dekui Wang, Wei Liu
- Swarm Evol. Comput. 2024
- Readers: Everyone
A two-stage multi-objective evolutionary algorithm for large-scale multi-objective optimization
Wei Liu, Chen Li, Xingxing Hao, Fei Xie, Haiyang Nan, Honghao Zhai, Jiyao Yang
- CEC 2022
- Readers: Everyone
Offspring regeneration method based on bi-level sampling for large-scale evolutionary multi-objective optimization
Wei Liu, Chen Li, Xingxing Hao, Wei Zhou, Xin Cao, Fei Xie
- Swarm Evol. Comput. 2022
- Readers: Everyone