Xu Liu

According to our database, Xu Liu authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

JailWAM: Jailbreaking World Action Models in Robot Control.

Hanqing Liu, Songping Wang, Jiahuan Long, Jiacheng Hou, Jialiang Sun, Chao Li, Yang Yang, Wei Peng, Xu Liu, Tingsong Jiang, Wen Yao, Yao Mu

CoRR, April, 2026

2025

Physics-informed Neural Implicit Flow neural network for parametric PDEs.

Zixue Xiang, Wei Peng, Wen Yao, Xu Liu, Xiaoya Zhang

Neural Networks, 2025

2024

A physics-driven sensor placement optimization methodology for temperature field reconstruction.

Xu Liu, Wen Yao, Wei Peng, Zhuojia Fu, Zixue Xiang, Xiaoqian Chen

CoRR, 2024

Solving spatiotemporal partial differential equations with Physics-informed Graph Neural Network.

Zixue Xiang, Wei Peng, Wen Yao, Xu Liu, Xiaoya Zhang

Appl. Soft Comput., 2024

2023

Bayesian physics-informed extreme learning machine for forward and inverse PDE problems with noisy data.

Xu Liu, Wen Yao, Wei Peng, Weien Zhou

Neurocomputing, September, 2023

2022

A novel meta-learning initialization method for physics-informed neural networks.

Xu Liu, Xiaoya Zhang, Wei Peng, Weien Zhou, Wen Yao

Neural Comput. Appl., 2022

Self-adaptive loss balanced Physics-informed neural networks.

Zixue Xiang, Wei Peng, Xu Liu, Wen Yao

Neurocomputing, 2022

Temperature field inversion of heat-source systems via physics-informed neural networks.

Xu Liu, Wei Peng, Zhiqiang Gong, Weien Zhou, Wen Yao

Eng. Appl. Artif. Intell., 2022

Reliability Analysis of Complex Multi-State System Based on Universal Generating Function and Bayesian Network.

Xu Liu, Wen Yao, Xiaohu Zheng, Yingchun Xu

CoRR, 2022