Jerry Zhijian Yang

54 papers A* 2Journal 50Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Weighted Scalar Auxiliary Variable Method for Solving Gradient Flows: Bridging the Nonlinear Energy-Based and Lagrange Multiplier Approaches. J. Sci. Comput. Qiong-Ao Huang, Wei Jiang, Jerry Zhijian Yang, Cheng Yuan
2026	J	`jnl`	A weaker adversarial neural networks method for linear second order elliptic PDEs. Comput. Math. Appl. Zhizhong Kong, Rui Sheng, Jerry Zhijian Yang, Juntao You, Cheng Yuan
2026	J	`jnl`	Inference-Time Alignment for Diffusion Models via Doob's Matching. CoRR Jinyuan Chang, Chenguang Duan, Yuling Jiao, Yi Xu, Jerry Zhijian Yang
2026	J	`jnl`	Sampling via Stochastic Interpolants by Langevin-based Velocity and Initialization Estimation in Flow ODEs. CoRR Chenguang Duan, Yuling Jiao, Gabriele Steidl, Christian J. Walder, Jerry Zhijian Yang, Ruizhe Zhang
2026	J	`jnl`	Temporal Difference Policy for Dynamic Stability of Magnetically Actuated Objects With Uncertain Physical Properties. IEEE Trans Autom. Sci. Eng. Xutian Deng, Jianhui Zhao, Zhiyong Yuan, Miao Li, Bo Du, Jerry Zhijian Yang
2025	J	`jnl`	Approximate Policy Iteration With Deep Minimax Average Bellman Error Minimization. IEEE Trans. Neural Networks Learn. Syst. Lican Kang, Yuhui Liu, Yuan Luo, Jerry Zhijian Yang, Han Yuan, Chang Zhu
2025	J	`jnl`	CRPE: Expanding The Reasoning Capability of Large Language Model for Code Generation. CoRR Ningxin Gui, Qianghuai Jia, Feijun Jiang, Yuling Jiao, Dechun Wang, Jerry Zhijian Yang
2025	J	`jnl`	Convergence analysis of deep Ritz method with over-parameterization. Neural Networks Zhao Ding, Yuling Jiao, Xiliang Lu, Peiying Wu, Jerry Zhijian Yang
2025	J	`jnl`	DRM Revisited: A Complete Error Analysis. J. Mach. Learn. Res. Yuling Jiao, Ruoxuan Li, Peiying Wu, Jerry Zhijian Yang, Pingwen Zhang
2025	J	`jnl`	Deep contrastive representation learning for supervised tasks. Pattern Recognit. Chenguang Duan, Yuling Jiao, Lican Kang, Jerry Zhijian Yang, Fusheng Zhou
2025	J	`jnl`	Provable Diffusion Posterior Sampling for Bayesian Inversion. CoRR Jinyuan Chang, Chenguang Duan, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang, Cheng Yuan
2025	J	`jnl`	Robust Fuzzy Local K-Plane Clustering With Mixture Distance of Hinge Loss and $L_{1}$L1 Norm. IEEE Trans. Knowl. Data Eng. Junjun Huang, Xiliang Lu, Xuelin Xie, Jerry Zhijian Yang
2025	J	`jnl`	Semi-Supervised Deep Sobolev Regression: Estimation and Variable Selection by ReQU Neural Network. IEEE Trans. Inf. Theory Zhao Ding, Chenguang Duan, Yuling Jiao, Jerry Zhijian Yang
2024	J	`jnl`	A Gaussian mixture distribution-based adaptive sampling method for physics-informed neural networks. Eng. Appl. Artif. Intell. Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
2024	J	`jnl`	A Stabilized Physics Informed Neural Networks Method for Wave Equations. CoRR Yuling Jiao, Yuhui Liu, Jerry Zhijian Yang, Cheng Yuan
2024	J	`jnl`	A stable and high-order numerical scheme with discrete DtN-type artificial boundary conditions for a 2D peridynamic diffusion model. Comput. Math. Appl. Jihong Wang, Yana Di, Jerry Zhijian Yang, Jiwei Zhang
2024	J	`jnl`	A weighted scalar auxiliary variable method for solving gradient flows: bridging the nonlinear energy-based and Lagrange multiplier approaches. CoRR Qiong-Ao Huang, Wei Jiang, Jerry Zhijian Yang, Cheng Yuan
2024	J	`jnl`	An error analysis for deep binary classification with sigmoid loss. Inf. Sci. Changshi Li, Yuling Jiao, Jerry Zhijian Yang
2024	J	`jnl`	Characteristic Learning for Provable One Step Generation. CoRR Zhao Ding, Chenguang Duan, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang, Pingwen Zhang
2024	J	`jnl`	Current density impedance imaging with PINNs. J. Comput. Appl. Math. Chenguang Duan, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
2024	J	`jnl`	DRM Revisited: A Complete Error Analysis. CoRR Yuling Jiao, Ruoxuan Li, Peiying Wu, Jerry Zhijian Yang, Pingwen Zhang
2024	J	`jnl`	Deep Conditional Generative Learning: Model and Error Analysis. CoRR Jinyuan Chang, Zhao Ding, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang
2024	J	`jnl`	Deep Transfer Learning: Model Framework and Error Analysis. CoRR Yuling Jiao, Huazhen Lin, Yuchen Luo, Jerry Zhijian Yang
2024	J	`jnl`	Freehand Interaction With Visual Control and Haptic Feedback in Electromagnetically Assisted Interventional Surgery. IEEE Internet Things J. Xutian Deng, Jianhui Zhao, Zhiyong Yuan, Miao Li, Bo Du, Jerry Zhijian Yang
2024	A*	`conf`	Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits. NeurIPS Zhan Yu, Qiuhao Chen, Yuling Jiao, Yinan Li, Xiliang Lu, Xin Wang, Jerry Zhijian Yang
2024	J	`jnl`	Nonlinear Assimilation with Score-based Sequential Langevin Sampling. CoRR Zhao Ding, Chenguang Duan, Yuling Jiao, Jerry Zhijian Yang, Cheng Yuan, Pingwen Zhang
2024	—	`conf`	Selecting Effective Triplet Contrastive Loss for Domain Alignment. ICIC (3) Changshi Li, Jerry Zhijian Yang
2024	J	`jnl`	Semi-Supervised Deep Sobolev Regression: Estimation, Variable Selection and Beyond. CoRR Zhao Ding, Chenguang Duan, Yuling Jiao, Jerry Zhijian Yang
2024	J	`jnl`	Solving the inverse source problem of the fractional Poisson equation by MC-fPINNs. CoRR Rui Sheng, Peiying Wu, Jerry Zhijian Yang, Cheng Yuan
2024	J	`jnl`	Sparse Membership Affinity Lasso for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. Junjun Huang, Xiliang Lu, Jerry Zhijian Yang
2024	J	`jnl`	Unsupervised Transfer Learning via Adversarial Contrastive Training. CoRR Chenguang Duan, Yuling Jiao, Huazhen Lin, Wensen Ma, Jerry Zhijian Yang
2023	J	`jnl`	A Structure-Preserving, Upwind-SAV Scheme for the Degenerate Cahn-Hilliard Equation with Applications to Simulating Surface Diffusion. J. Sci. Comput. Qiong-Ao Huang, Wei Jiang, Jerry Zhijian Yang, Cheng Yuan
2023	J	`jnl`	Current density impedance imaging with PINNs. CoRR Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
2023	J	`jnl`	Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class. SIAM J. Math. Anal. Yuling Jiao, Yanming Lai, Xiliang Lu, Fengru Wang, Jerry Zhijian Yang, Yuanyuan Yang
2023	A*	`conf`	Fast Excess Risk Rates via Offset Rademacher Complexity. ICML Chenguang Duan, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
2023	J	`jnl`	GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs. CoRR Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
2023	J	`jnl`	Global Optimization via Schrödinger-Föllmer Diffusion. SIAM J. Control. Optim. Yin Dai, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
2023	J	`jnl`	Linear multi-step methods and their numerical stability for solving gradient flow equations. Adv. Comput. Math. Qiong-Ao Huang, Wei Jiang, Jerry Zhijian Yang, Gengen Zhang
2023	J	`jnl`	Provable Advantage of Parameterized Quantum Circuit in Function Approximation. CoRR Zhan Yu, Qiuhao Chen, Yuling Jiao, Yinan Li, Xiliang Lu, Xin Wang, Jerry Zhijian Yang
2022	J	`jnl`	Stability and convergence analysis of high-order numerical schemes with DtN-type absorbing boundary conditions for nonlocal wave equations. CoRR Jihong Wang, Jerry Zhijian Yang, Jiwei Zhang
2022	J	`jnl`	Upwind-SAV approach for constructing bound-preserving and energy-stable schemes of the Cahn-Hilliard equation with degenerate mobility. CoRR Qiong-Ao Huang, Wei Jiang, Jerry Zhijian Yang, Cheng Yuan
2021	J	`jnl`	Analysis of Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Conditions. CoRR Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Qimeng Quan, Jerry Zhijian Yang
2021	J	`jnl`	Convergence Analysis for the PINNs. CoRR Yuling Jiao, Yanming Lai, Dingwei Li, Xiliang Lu, Yang Wang, Jerry Zhijian Yang
2021	J	`jnl`	Convergence Rate Analysis for Deep Ritz Method. CoRR Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
2021	—	`conf`	Deep Generative Learning via Euler Particle Transport. MSML Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang
2021	J	`jnl`	Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality on Hölder Class. CoRR Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
2021	J	`jnl`	Finite Temperature Cauchy-Born Rule and Stability of Crystalline Solids with Point Defects. Multiscale Model. Simul. Tao Luo, Yang Xiang, Jerry Zhijian Yang
2020	J	`jnl`	Generative Learning With Euler Particle Transport. CoRR Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang
2020	J	`jnl`	Robust Decoding from Binary Measurements with Cardinality Constraint Least Squares. CoRR Zhao Ding, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
2019	J	`jnl`	An unconditionally energy stable scheme for simulating wrinkling phenomena of elastic thin films on a compliant substrate. J. Comput. Phys. Qiong-Ao Huang, Wei Jiang, Jerry Zhijian Yang
2015	J	`jnl`	Finite element approximation to the extremal eigenvalue problem for inhomogenous materials. Numerische Mathematik Kewei Liang, Xiliang Lu, Jerry Zhijian Yang
2015	J	`jnl`	Two-level quadratic equal-order stabilized method for the Stokes eigenvalue problem. Int. J. Comput. Math. Zhifeng Weng, Jerry Zhijian Yang, Xiliang Lu
2010	J	`jnl`	A multiscale coupling method for the modeling of dynamics of solids with application to brittle cracks. J. Comput. Phys. Xiantao Li, Jerry Zhijian Yang, Weinan E
2009	J	`jnl`	Analysis of a One-Dimensional Nonlocal Quasi-Continuum Method. Multiscale Model. Simul. Pingbing Ming, Jerry Zhijian Yang