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Xinhai Chen
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2020 – today
- 2024
- [j16]Xinhai Chen, Tiejun Li, Yunbo Wan, Yuechao Liang, Chunye Gong, Yufei Pang, Jie Liu:
Developing an advanced neural network and physics solver coupled framework for accelerating flow field simulations. Eng. Comput. 40(2): 1111-1126 (2024) - [j15]Xinbiao Gan, Tiejun Li, Feng Xiong, Bo Yang, Xinhai Chen, Chunye Gong, Shijie Li, Kai Lu, Qiao Li, Yiming Zhang:
MST: Topology-Aware Message Aggregation for Exascale Graph Processing of Traversal-Centric Algorithms. ACM Trans. Archit. Code Optim. 21(4): 67:1-67:22 (2024) - [c14]Yidi Bai, Xinhai Chen, Chunye Gong, Jie Liu:
ImPINN: Improved Physics-informed neural networks for solving inverse problems. CyberC 2024: 189-198 - [c13]Xinbiao Gan, Tiejun Li, Qiang Zhang, Bo Yang, Xinhai Chen, Jie Liu:
SuperCSR: A Space-Time-Efficient CSR Representation for Large-scale Graph Applications on Supercomputers. ICPP 2024: 158-167 - [c12]Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong:
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning. WWW 2024: 3064-3075 - [i7]Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong:
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning. CoRR abs/2402.16915 (2024) - [i6]Jiaming Peng, Xinhai Chen, Jie Liu:
3DMeshNet: A Three-Dimensional Differential Neural Network for Structured Mesh Generation. CoRR abs/2407.01560 (2024) - [i5]Zhichao Wang, Xinhai Chen, Chunye Gong, Bo Yang, Liang Deng, Yufei Sun, Yufei Pang, Jie Liu:
GNNRL-Smoothing: A Prior-Free Reinforcement Learning Model for Mesh Smoothing. CoRR abs/2410.19834 (2024) - 2023
- [j14]Guo Mao, Zhengbin Pang, Ke Zuo, Qinglin Wang, Xiangdong Pei, Xinhai Chen, Jie Liu:
Predicting gene regulatory links from single-cell RNA-seq data using graph neural networks. Briefings Bioinform. 24(6) (2023) - [j13]Hang Zhao, Dihua Sun, Min Zhao, Baohui Li, Changchang He, Xinhai Chen:
Long Short-Term Memory-Assisted Mixed Vehicle Platoon Control Strategy Considering Message Recovery Under Nonideal Information Environment. IEEE Intell. Transp. Syst. Mag. 15(6): 109-130 (2023) - [j12]Bingyi Liu, Ze Wang, Jing Qin, Yi Jiang, Xinhai Chen, Enshu Wang, Shengwu Xiong:
A novel framework for message dissemination with consideration of destination prediction in VFC. Neural Comput. Appl. 35(17): 12389-12399 (2023) - [c11]Junjun Yan, Xinhai Chen, Zhichao Wang, Enqiang Zhou, Jie Liu:
ST-PINN: A Self-Training Physics-Informed Neural Network for Partial Differential Equations. IJCNN 2023: 1-8 - [c10]Xinhai Chen, Wei Liu, Chang Rao, Yu Zhang, Wanling Du:
Modelling and Verification of Cooperative Vehicle Infrastructure System at Intersections Based on Timed Automata. QRS Companion 2023: 633-642 - [i4]Junjun Yan, Xinhai Chen, Zhichao Wang, Enqiang Zhou, Jie Liu:
ST-PINN: A Self-Training Physics-Informed Neural Network for Partial Differential Equations. CoRR abs/2306.09389 (2023) - [i3]Junjun Yan, Xinhai Chen, Zhichao Wang, Enqiang Zhou, Jie Liu:
Auxiliary-Tasks Learning for Physics-Informed Neural Network-Based Partial Differential Equations Solving. CoRR abs/2307.06167 (2023) - [i2]Zhichao Wang, Xinhai Chen, Junjun Yan, Jie Liu:
Proposing an intelligent mesh smoothing method with graph neural networks. CoRR abs/2311.12815 (2023) - 2022
- [j11]Xinhai Chen, Zhichao Wang, Jie Liu, Chunye Gong, Yufei Pang:
A Neural Network-Based Mesh Quality Indicator for Three-Dimensional Cylinder Modelling. Entropy 24(9): 1245 (2022) - [j10]Xinhai Chen, Tiejun Li, Qian Wan, Xiaoyu He, Chunye Gong, Yufei Pang, Jie Liu:
MGNet: a novel differential mesh generation method based on unsupervised neural networks. Eng. Comput. 38(5): 4409-4421 (2022) - [j9]Zhichao Wang, Xinhai Chen, Tieju Li, Chunye Gong, Yufei Pang, Jie Liu:
Evaluating mesh quality with graph neural networks. Eng. Comput. 38(5): 4663-4673 (2022) - [j8]Xinhai Chen, Chunye Gong, Jie Liu, Yufei Pang, Liang Deng, Lihua Chi, Kenli Li:
A novel neural network approach for airfoil mesh quality evaluation. J. Parallel Distributed Comput. 164: 123-132 (2022) - [c9]Lingqiu Zeng, Fukun Xie, Lei Ye, Shijie Fang, Qingwen Han, Xinhai Chen, Longxiang Wang:
C-V2X Test Data Exchange Progress and Test Interface Definition. ITSC 2022: 2974-2979 - [c8]Junjun Yan, Xinhai Chen, Jie Liu:
CSR&RV: An Efficient Value Compression Format for Sparse Matrix-Vector Multiplication. NPC 2022: 54-60 - [c7]Qingyang Zhang, Lei Xu, Rongliang Chen, Lin Chen, Xinhai Chen, Qinglin Wang, Jie Liu, Bo Yang:
Improving the Performance of Lattice Boltzmann Method with Pipelined Algorithm on A Heterogeneous Multi-zone Processor. PDCAT 2022: 28-41 - [i1]Xinhai Chen, Jie Liu, Junjun Yan, Zhichao Wang, Chunye Gong:
An Improved Structured Mesh Generation Method Based on Physics-informed Neural Networks. CoRR abs/2210.09546 (2022) - 2021
- [j7]Xinhai Chen, Jie Liu, Chunye Gong, Shengguo Li, Yufei Pang, Bo Chen:
MVE-Net: An Automatic 3-D Structured Mesh Validity Evaluation Framework Using Deep Neural Networks. Comput. Aided Des. 141: 103104 (2021) - [j6]Qian Wan, Luona Wei, Xinhai Chen, Jie Liu:
A region-based hypergraph network for joint entity-relation extraction. Knowl. Based Syst. 228: 107298 (2021) - [j5]Lei Ye, Yuping Wu, Qingwen Han, Xiaoyuan Zhang, Lingqiu Zeng, Yuqing Chen, Xinhai Chen:
An MSCN-Based Virtual Computing Cell-Oriented BSM Dissemination Mechanism. Mob. Inf. Syst. 2021: 8894106:1-8894106:13 (2021) - [j4]Rui Xu, Sheng Ma, Yaohua Wang, Xinhai Chen, Yang Guo:
Configurable Multi-directional Systolic Array Architecture for Convolutional Neural Networks. ACM Trans. Archit. Code Optim. 18(4): 42:1-42:24 (2021) - [c6]Qian Wan, Luona Wei, Xinhai Chen, Jie Liu:
Modeling Full Information with Graph Network for Joint Entity-Relation Extraction. ACAI 2021: 93:1-93:8 - [c5]Chunye Gong, Xinhai Chen, Shuling Lv, Jie Liu, Bo Yang, Qinglin Wang, Weimin Bao, Yufei Pang, Yang Sun:
An efficient image to column algorithm for convolutional neural networks. IJCNN 2021: 1-8 - [c4]Pengchun Wu, Bin Song, Xinhai Chen, Bingyi Liu:
A Traffic Light Control System Based on Reinforcement Learning and Adaptive Timing. NCAA 2021: 545-559 - 2020
- [j3]Yishui Li, Xinhai Chen, Jie Liu, Bo Yang, Chunye Gong, Xinbiao Gan, Shengguo Li, Han Xu:
OHTMA: an optimized heuristic topology-aware mapping algorithm on the Tianhe-3 exascale supercomputer prototype. Frontiers Inf. Technol. Electron. Eng. 21(6): 939-949 (2020) - [j2]Yishui Li, Peizhen Xie, Xinhai Chen, Jie Liu, Bo Yang, Shengguo Li, Chunye Gong, Xinbiao Gan, Han Xu:
VBSF: a new storage format for SIMD sparse matrix-vector multiplication on modern processors. J. Supercomput. 76(3): 2063-2081 (2020) - [c3]Xiangyu Jia, Xinhai Chen, Qian Wan, Jie Liu:
A Novel Interactive Recurrent Attention Network for Emotion-Cause Pair Extraction. ACAI 2020: 63:1-63:9 - [c2]Xinhai Chen, Jie Liu, Chunye Gong, Yufei Pang, Bo Chen:
An Airfoil Mesh Quality Criterion using Deep Neural Networks. ICACI 2020: 536-541
2010 – 2019
- 2018
- [j1]Xinhai Chen, Peizhen Xie, Lihua Chi, Jie Liu, Chunye Gong:
An efficient SIMD compression format for sparse matrix-vector multiplication. Concurr. Comput. Pract. Exp. 30(23) (2018) - [c1]Xinhai Chen, Jie Liu, Shengguo Li, Peizhen Xie, Lihua Chi, Qinglin Wang:
TAMM: A New Topology-Aware Mapping Method for Parallel Applications on the Tianhe-2A Supercomputer. ICA3PP (1) 2018: 242-256
Coauthor Index
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