CSR&RV: An Efficient Value Compression Format for Sparse Matrix-Vector Multiplication. - Junjun Yan; Xinhai Chen; Jie Liu 002 (NPC, 2022)

An Improved Structured Mesh Generation Method Based on Physics-informed Neural Networks. - Xinhai Chen; Jie Liu 002; Junjun Yan; Zhichao Wang; Chunye Gong (CoRR, 2022)

ST-PINN: A Self-Training Physics-Informed Neural Network for Partial Differential Equations. - Junjun Yan; Xinhai Chen; Zhichao Wang; Enqiang Zhou; Jie Liu 002 (IJCNN, 2023)

Auxiliary-Tasks Learning for Physics-Informed Neural Network-Based Partial Differential Equations Solving. - Junjun Yan; Xinhai Chen; Zhichao Wang; Enqiang Zhou; Jie Liu 002 (CoRR, 2023)

Proposing an intelligent mesh smoothing method with graph neural networks. - Zhichao Wang; Xinhai Chen; Junjun Yan; Jie Liu (CoRR, 2023)

An intelligent mesh-smoothing method with graph neural networks. - Zhichao Wang; Xinhai Chen; Junjun Yan; Jie Liu 002 (Frontiers Inf. Technol. Electron. Eng., 2025)