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ORCIDYang Xiang 0002
Person information
- unicode name: 項陽
- affiliation: Hong Kong University of Science and Technology, Department of Mathematics, Hong Kong
Other persons with the same name
- Yang Xiang — disambiguation page
- Yang Xiang 0001
![[0000-0001-5252-0831]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-5252-0831")
— Swinburne University of Technology, School of Software and Electrical Engineering, Hawthorn, VIC, Australia (and 4 more) - Yang Xiang 0003 — Pengcheng Laboratory, Shenzhen, China (and 1 more)
- Yang Xiang 0004 — University of Guelph, School of Computer Science, Canada (and 5 more)
- Yang Xiang 0005 — Tongji University, State Key Laboratory of Marine Geology, Shanghai, China
- Yang Xiang 0006 — Tongji University, College of Electronics and Information Engineering, Shanghai, China (and 1 more)
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Journal Articles
- 2025
[j21]Chuqi Chen, Yahong Yang, Yang Xiang, Wenrui Hao:
Automatic Differentiation is Essential in Training Neural Networks for Solving Differential Equations. J. Sci. Comput. 104(2): 54 (2025)- [j20]Chuqi Chen, Yahong Yang, Yang Xiang, Wenrui Hao:
Correction to: Automatic Differentiation Is Essential in Training Neural Networks for Solving Differential Equations. J. Sci. Comput. 105(3): 84 (2025) - [j19]Xiaowen Fu, Bingxin Wang, Xinzhou Guo, Guoqing Liu, Yang Xiang:
Differentially Private Multimodal Laplacian Dropout (DP-MLD) for EEG representative learning. Neural Networks 190: 107657 (2025) - 2024
- [j18]Jianfeng Lu, Yue Wu, Yang Xiang:
Score-based transport modeling for mean-field Fokker-Planck equations. J. Comput. Phys. 503: 112859 (2024) - 2023
- [j17]Yuan Lan, Zhen Li, Jie Sun, Yang Xiang:
DOSnet as a non-black-box PDE solver: When deep learning meets operator splitting. J. Comput. Phys. 491: 112343 (2023) - [j16]Yahong Yang, Luchan Zhang, Yang Xiang:
Stochastic Continuum Models for High-Entropy Alloys with Short-range Order. Multiscale Model. Simul. 21(4): 1323-1343 (2023) - [j15]Yue Wu, Yuan Lan, Luchan Zhang, Yang Xiang:
Feature flow regularization: Improving structured sparsity in deep neural networks. Neural Networks 161: 598-613 (2023) - 2022
- [j14]Xiaoxue Qin, Luchan Zhang, Yang Xiang:
A Three-Dimensional Continuum Simulation Method for Grain Boundary Motion Incorporating Dislocation Structure. J. Sci. Comput. 90(1): 3 (2022) - [j13]Xiaoxue Qin, Yejun Gu, Luchan Zhang, Yang Xiang:
Continuum Model and Numerical Method for Dislocation Structure and Energy of Grain Boundaries. Multiscale Model. Simul. 20(1): 323-348 (2022) - 2021
- [j12]Tao Luo, Yang Xiang, Nung Kwan Yip:
Energy Scaling and Asymptotic Properties of One-Dimensional Discrete System with Generalized Lennard-Jones (m, n) Interaction. J. Nonlinear Sci. 31(2): 43 (2021) - [j11]Tao Luo, Yang Xiang, Jerry Zhijian Yang:
Finite Temperature Cauchy-Born Rule and Stability of Crystalline Solids with Point Defects. Multiscale Model. Simul. 19(4): 1710-1735 (2021) - 2020
- [j10]Chaozhen Wei, Luchan Zhang, Jian Han, David J. Srolovitz, Yang Xiang:
Grain Boundary Triple Junction Dynamics: A Continuum Disconnection Model. SIAM J. Appl. Math. 80(3): 1101-1122 (2020) - [j9]Luchan Zhang, Yang Xiang:
A New Formulation of Coupling and Sliding Motions of Grain Boundaries Based on Dislocation Structure. SIAM J. Appl. Math. 80(6): 2365-2387 (2020) - [j8]Tianpeng Jiang, Yang Xiang, Luchan Zhang:
Stochastic Peierls-Nabarro Model for Dislocations in High Entropy Alloys. SIAM J. Appl. Math. 80(6): 2496-2517 (2020) - 2017
- [j7]Shidong Jiang, Manas Rachh, Yang Xiang:
An Efficient High Order Method for Dislocation Climb in Two Dimensions. Multiscale Model. Simul. 15(1): 235-253 (2017) - 2016
- [j6]Tao Luo, Yang Xiang, Nung Kwan Yip:
Energy Scaling and Asymptotic Properties of Step Bunching in Epitaxial Growth with Elasticity Effects. Multiscale Model. Simul. 14(2): 737-771 (2016) - [j5]Stephen Jonathan Chapman, Yang Xiang, Yichao Zhu:
Homogenization of a Row of Dislocation Dipoles from Discrete Dislocation Dynamics. SIAM J. Appl. Math. 76(2): 750-775 (2016) - 2009
- [j4]Haoyun Xu, Yang Xiang:
Derivation of a Continuum Model for the Long-Range Elastic Interaction on Stepped Epitaxial Surfaces in 2+1 Dimensions. SIAM J. Appl. Math. 69(5): 1393-1414 (2009) - 2006
- [j3]Jingfang Huang, Ming-Chih Lai, Yang Xiang:
An integral equation method for epitaxial step-flow growth simulations. J. Comput. Phys. 216(2): 724-743 (2006) - [j2]Yang Xiang, Albert C. S. Chung, Jian Ye:
An active contour model for image segmentation based on elastic interaction. J. Comput. Phys. 219(1): 455-476 (2006) - 2002
- [j1]Yang Xiang:
Derivation of a Continuum Model for Epitaxial Growth with Elasticity on Vicinal Surface. SIAM J. Appl. Math. 63(1): 241-258 (2002)
Conference and Workshop Papers
- 2025
- [c5]Chuqi Chen, Yahong Yang, Yang Xiang, Wenrui Hao:
Learn Singularly Perturbed Solutions via Homotopy Dynamics. ICML 2025 - [c4]Yaxin Feng, Yuan Lan, Luchan Zhang, Yang Xiang:
ElasticLaneNet: An Efficient Geometry-Flexible Lane Detection Framework. WACV 2025: 8744-8753 - 2020
- [c3]Yuan Lan, Yang Xiang, Luchan Zhang:
An Elastic Interaction-Based Loss Function for Medical Image Segmentation. MICCAI (5) 2020: 755-764 - 2005
- [c2]Albert C. S. Chung, Yang Xiang, Jian Ye, Max W. K. Law:
Elastic Interaction Models for Active Contours and Surfaces. CVBIA 2005: 314-323 - [c1]Yang Xiang, Albert C. S. Chung, Jian Ye:
A New Active Contour Method Based on Elastic Interaction. CVPR (1) 2005: 452-457
Informal and Other Publications
- 2025
- [i17]Chuqi Chen, Yahong Yang, Yang Xiang, Wenrui Hao:
Learn Sharp Interface Solution by Homotopy Dynamics. CoRR abs/2502.00488 (2025) - [i16]Qixuan Zhou, Chuqi Chen, Tao Luo, Yang Xiang:
SSBE-PINN: A Sobolev Boundary Scheme Boosting Stability and Accuracy in Elliptic/Parabolic PDE Learning. CoRR abs/2508.10322 (2025) - [i15]Chuqi Chen, Yang Xiang, Weihong Zhang:
Learning Operators through Coefficient Mappings in Fixed Basis Spaces. CoRR abs/2510.10350 (2025) - 2024
- [i14]Chuqi Chen, Yahong Yang, Yang Xiang, Wenrui Hao:
Automatic Differentiation is Essential in Training Neural Networks for Solving Differential Equations. CoRR abs/2405.14099 (2024) - [i13]Chuqi Chen, Qixuan Zhou, Yahong Yang, Yang Xiang, Tao Luo:
Quantifying Training Difficulty and Accelerating Convergence in Neural Network-Based PDE Solvers. CoRR abs/2410.06308 (2024) - 2023
- [i12]Chuqi Chen, Yue Wu, Yang Xiang:
Elastic Interaction Energy-Based Generative Model: Approximation in Feature Space. CoRR abs/2303.10553 (2023) - [i11]Chuqi Chen, Yue Wu, Yang Xiang:
Stability Analysis Framework for Particle-based Distance GANs with Wasserstein Gradient Flow. CoRR abs/2307.01879 (2023) - [i10]Xiaoxue Qin, Alfonso H. W. Ngan, Yang Xiang:
A threshold dislocation dynamics method. CoRR abs/2307.13653 (2023) - [i9]Bingxin Wang, Xiaowen Fu, Yuan Lan, Luchan Zhang, Yang Xiang:
Large Transformers are Better EEG Learners. CoRR abs/2308.11654 (2023) - [i8]Ganghua Fan, Tianyu Jin, Yuan Lan, Yang Xiang, Luchan Zhang:
Energy stable neural network for gradient flow equations. CoRR abs/2309.10002 (2023) - [i7]Yaxin Feng, Yuan Lan, Luchan Zhang, Yang Xiang:
Elastic Interaction Energy Loss for Traffic Image Segmentation. CoRR abs/2310.01449 (2023) - [i6]Yaxin Feng, Yuan Lan, Luchan Zhang, Yang Xiang:
ElasticLaneNet: A Geometry-Flexible Approach for Lane Detection. CoRR abs/2312.10389 (2023) - 2022
- [i5]Yuan Lan, Liang Qin, Zhaoyi Sun, Yang Xiang, Jie Sun:
GOLLIC: Learning Global Context beyond Patches for Lossless High-Resolution Image Compression. CoRR abs/2210.03301 (2022) - [i4]Yuan Lan, Zhen Li, Jie Sun, Yang Xiang:
DOSnet as a Non-Black-Box PDE Solver: When Deep Learning Meets Operator Splitting. CoRR abs/2212.05571 (2022) - 2021
- [i3]Yue Wu, Yuan Lan, Luchan Zhang, Yang Xiang:
Feature Flow Regularization: Improving Structured Sparsity in Deep Neural Networks. CoRR abs/2106.02914 (2021) - 2020
- [i2]Luchan Zhang, Yang Xiang:
A New Formulation of Coupling and Sliding Motions of Grain Boundaries Based on Dislocation Structure. CoRR abs/2001.02082 (2020) - [i1]Yuan Lan, Yang Xiang, Luchan Zhang:
An Elastic Interaction-Based Loss Function for Medical Image Segmentation. CoRR abs/2007.02663 (2020)
Coauthor Index
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