Senwei Liang - RankMe

38 papers A* 3A 1Journal 31Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Identifying stochastic dynamics via finite expression methods. J. Comput. Phys. Senwei Liang, Chunmei Wang, Xingjian Xu
2025	J	`jnl`	A generic shared attention mechanism for various backbone neural networks. Neurocomputing Zhongzhan Huang, Senwei Liang, Mingfu Liang
2025	J	`jnl`	Exploring the nexus of many-body theories through neural network techniques: the tangent model. Mach. Learn. Sci. Technol. Senwei Liang, Karol Kowalski, Chao Yang, Nicholas P. Bauman
2025	J	`jnl`	Finite Expression Method for Solving High-Dimensional Partial Differential Equations. J. Mach. Learn. Res. Senwei Liang, Haizhao Yang
2025	—	`conf`	Flat Local Minima for Continual Learning on Semantic Segmentation. MMM (1) Zhongzhan Huang, Mingfu Liang, Senwei Liang, Shanshan Zhong
2025	J	`jnl`	H-FEX: A Symbolic Learning Method for Hamiltonian Systems. CoRR Jasen Lai, Senwei Liang, Chunmei Wang
2025	J	`jnl`	Identifying Unknown Stochastic Dynamics via Finite expression methods. CoRR Senwei Liang, Chunmei Wang, Xingjian Xu
2025	—	`conf`	Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation. MICCAI (8) Xinkun Wang, Yifang Wang, Senwei Liang, Feilong Tang, Chengzhi Liu, Ming Hu, Chao Hu, Junjun He, Zongyuan Ge, Imran Razzak
2025	J	`jnl`	Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation. CoRR Xinkun Wang, Yifang Wang, Senwei Liang, Feilong Tang, Chengzhi Liu, Ming Hu, Chao Hu, Junjun He, Zongyuan Ge, Imran Razzak
2025	J	`jnl`	Solving high-dimensional partial integral differential equations: The finite expression method. J. Comput. Phys. Gareth Hardwick, Senwei Liang, Haizhao Yang
2024	J	`jnl`	Learning Epidemiological Dynamics via the Finite Expression Method. CoRR Jianda Du, Senwei Liang, Chunmei Wang
2024	A	`conf`	Lottery Ticket Hypothesis for Attention Mechanism in Residual Convolutional Neural Network ICME Zhongzhan Huang, Senwei Liang, Mingfu Liang, Wei He, Haizhao Yang, Liang Lin
2024	J	`jnl`	Solving High-Dimensional Partial Integral Differential Equations: The Finite Expression Method. CoRR Gareth Hardwick, Senwei Liang, Haizhao Yang
2023	J	`jnl`	Learning nonlinear integral operators via Recurrent Neural Networks and its application in solving Integro-Differential Equations. CoRR Hardeep Bassi, Yuanran Zhu, Senwei Liang, Jia Yin, Cian C. Reeves, Vojtech Vlcek, Chao Yang
2023	J	`jnl`	Probing reaction channels via reinforcement learning. CoRR Senwei Liang, Aditya N. Singh, Yuanran Zhu, David T. Limmer, Chao Yang
2023	J	`jnl`	Probing reaction channels via reinforcement learning. Mach. Learn. Sci. Technol. Senwei Liang, Aditya N. Singh, Yuanran Zhu, David T. Limmer, Chao Yang
2023	J	`jnl`	Stationary Density Estimation of Itô Diffusions Using Deep Learning. SIAM J. Numer. Anal. Yiqi Gu, John Harlim, Senwei Liang, Haizhao Yang
2022	J	`jnl`	Accelerating Numerical Solvers for Large-Scale Simulation of Dynamical System via NeurVec. CoRR Zhongzhan Huang, Senwei Liang, Hong Zhang, Haizhao Yang, Liang Lin
2022	J	`jnl`	Finite Expression Method for Solving High-Dimensional Partial Differential Equations. CoRR Senwei Liang, Haizhao Yang
2022	J	`jnl`	Layer-wise Shared Attention Network on Dynamical System Perspective. CoRR Zhongzhan Huang, Senwei Liang, Mingfu Liang, Weiling He, Liang Lin
2022	J	`jnl`	Quantifying the spatial homogeneity of urban road networks via graph neural networks. Nat. Mach. Intell. Jiawei Xue, Nan Jiang, Senwei Liang, Qiyuan Pang, Takahiro Yabe, Satish V. Ukkusuri, Jianzhu Ma
2022	A*	`conf`	Stiffness-aware neural network for learning Hamiltonian systems. ICLR Senwei Liang, Zhongzhan Huang, Hong Zhang
2022	J	`jnl`	The Lottery Ticket Hypothesis for Self-attention in Convolutional Neural Network. CoRR Zhongzhan Huang, Senwei Liang, Mingfu Liang, Wei He, Haizhao Yang, Liang Lin
2021	J	`jnl`	AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training. CoRR Zhongzhan Huang, Mingfu Liang, Senwei Liang, Wei He
2021	—	`conf`	Blending Pruning Criteria for Convolutional Neural Networks. ICANN (4) Wei He, Zhongzhan Huang, Mingfu Liang, Senwei Liang, Haizhao Yang
2021	J	`jnl`	Blending Pruning Criteria for Convolutional Neural Networks. CoRR Wei He, Zhongzhan Huang, Mingfu Liang, Senwei Liang, Haizhao Yang
2021	J	`jnl`	Machine learning for prediction with missing dynamics. J. Comput. Phys. John Harlim, Shixiao W. Jiang, Senwei Liang, Haizhao Yang
2021	J	`jnl`	Quantifying spatial homogeneity of urban road networks via graph neural networks. CoRR Jiawei Xue, Nan Jiang, Senwei Liang, Qiyuan Pang, Satish V. Ukkusuri, Jianzhu Ma
2021	J	`jnl`	Reproducing Activation Function for Deep Learning. CoRR Senwei Liang, Liyao Lyu, Chunmei Wang, Haizhao Yang
2021	J	`jnl`	Solving PDEs on Unknown Manifolds with Machine Learning. CoRR Senwei Liang, Shixiao W. Jiang, John Harlim, Haizhao Yang
2021	J	`jnl`	Stationary Density Estimation of Itô Diffusions Using Deep Learning. CoRR Yiqi Gu, John Harlim, Senwei Liang, Haizhao Yang
2020	A*	`conf`	DIANet: Dense-and-Implicit Attention Network. AAAI Zhongzhan Huang, Senwei Liang, Mingfu Liang, Haizhao Yang
2020	J	`jnl`	Efficient Attention Network: Accelerate Attention by Searching Where to Plug. CoRR Zhongzhan Huang, Senwei Liang, Mingfu Liang, Wei He, Haizhao Yang
2020	A*	`conf`	Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise. AAAI Senwei Liang, Zhongzhan Huang, Mingfu Liang, Haizhao Yang
2019	J	`jnl`	DIANet: Dense-and-Implicit Attention Network. CoRR Zhongzhan Huang, Senwei Liang, Mingfu Liang, Haizhao Yang
2019	J	`jnl`	Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch Noise. CoRR Senwei Liang, Zhongzhan Huang, Mingfu Liang, Haizhao Yang
2019	J	`jnl`	Machine Learning for Prediction with Missing Dynamics. CoRR John Harlim, Shixiao W. Jiang, Senwei Liang, Haizhao Yang
2018	J	`jnl`	Drop-Activation: Implicit Parameter Reduction and Harmonic Regularization. CoRR Senwei Liang, Yuehaw Khoo, Haizhao Yang