Rongjie Lai - RankMe

80 papers A* 7B 1C 1Journal 62Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	In-Context Operator Learning on the Space of Probability Measures. CoRR Frank Cole, Dixi Wang, Yineng Chen, Yulong Lu, Rongjie Lai
2026	J	`jnl`	Learn to Evolve: Self-supervised Neural JKO Operator for Wasserstein Gradient Flow. CoRR Xue Feng, Li Wang, Deanna Needell, Rongjie Lai
2025	J	`jnl`	Data-Driven Model Reduction using WeldNet: Windowed Encoders for Learning Dynamics. CoRR Biraj Dahal, Jiahui Cheng, Hao Liu, Rongjie Lai, Wenjing Liao
2025	J	`jnl`	Manifoldron: Direct Space Partition via Manifold Discovery. IEEE Trans. Neural Networks Learn. Syst. Dayang Wang, Feng-Lei Fan, Bojian Hou, Hao Zhang, Zhen Jia, Boce Zhang, Rongjie Lai, Hengyong Yu, Fei Wang
2025	J	`jnl`	On Expressivity and Trainability of Quadratic Networks. IEEE Trans. Neural Networks Learn. Syst. Feng-Lei Fan, Mengzhou Li, Fei Wang, Rongjie Lai, Ge Wang
2025	J	`jnl`	Transformers for Learning on Noisy and Task-Level Manifolds: Approximation and Generalization Insights. CoRR Zhaiming Shen, Alex Havrilla, Rongjie Lai, Alexander Cloninger, Wenjing Liao
2025	J	`jnl`	Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods. CoRR Zhaiming Shen, Alexander Hsu, Rongjie Lai, Wenjing Liao
2025	J	`jnl`	Unsupervised solution operator learning for mean-field games. J. Comput. Phys. Han Huang, Rongjie Lai
2024	J	`jnl`	Emulating Complex Synapses Using Interlinked Proton Conductors. CoRR Lifu Zhang, Ji-An Li, Yang Hu, Jie Jiang, Rongjie Lai, Marcus K. Benna, Jian Shi
2024	J	`jnl`	Generalization Error Guaranteed Auto-Encoder-Based Nonlinear Model Reduction for Operator Learning. CoRR Hao Liu, Biraj Dahal, Rongjie Lai, Wenjing Liao
2024	J	`jnl`	TART: Boosting Clean Accuracy Through Tangent Direction Guided Adversarial Training. CoRR Bongsoo Yi, Rongjie Lai, Yao Li
2024	J	`jnl`	Unsupervised Solution Operator Learning for Mean-Field Games via Sampling-Invariant Parametrizations. CoRR Han Huang, Rongjie Lai
2023	J	`jnl`	A fast proximal gradient method and convergence analysis for dynamic mean field planning. Math. Comput. Jiajia Yu, Rongjie Lai, Wuchen Li, Stanley J. Osher
2023	J	`jnl`	Bridging mean-field games and normalizing flows with trajectory regularization. J. Comput. Phys. Han Huang, Jiajia Yu, Jie Chen, Rongjie Lai
2023	J	`jnl`	Computational mean-field games on manifolds. J. Comput. Phys. Jiajia Yu, Rongjie Lai, Wuchen Li, Stanley J. Osher
2023	J	`jnl`	Deep Nonparametric Estimation of Intrinsic Data Structures by Chart Autoencoders: Generalization Error and Robustness. CoRR Hao Liu, Alexander Havrilla, Rongjie Lai, Wenjing Liao
2023	J	`jnl`	Quasi-Equivalence between Width and Depth of Neural Networks. J. Mach. Learn. Res. Fenglei Fan, Rongjie Lai, Ge Wang
2022	J	`jnl`	Bridging Mean-Field Games and Normalizing Flows with Trajectory Regularization. CoRR Han Huang, Jiajia Yu, Jie Chen, Rongjie Lai
2022	J	`jnl`	Learning Geometrically Disentangled Representations of Protein Folding Simulations. CoRR N. Joseph Tatro, Payel Das, Pin-Yu Chen, Vijil Chenthamarakshan, Rongjie Lai
2022	J	`jnl`	Manifoldron: Direct Space Partition via Manifold Discovery. CoRR Dayang Wang, Feng-Lei Fan, Bojian Hou, Hao Zhang, Rongjie Lai, Hengyong Yu, Fei Wang
2022	J	`jnl`	NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Networks on Point Clouds. J. Sci. Comput. Pengfei Jin, Tianhao Lai, Rongjie Lai, Bin Dong
2022	J	`jnl`	Parallel Transport Convolution: Deformable Convolutional Networks on Manifold-Structured Data. SIAM J. Imaging Sci. Stefan C. Schonsheck, Bin Dong, Rongjie Lai
2022	J	`jnl`	Semi-Supervised Manifold Learning with Complexity Decoupled Chart Autoencoders. CoRR Stefan C. Schonsheck, Scott Mahan, Timo Klock, Alexander Cloninger, Rongjie Lai
2021	J	`jnl`	A Data-Driven Approach to Functional Map Construction and Bases Pursuit. Comput. Graph. Forum Omri Azencot, Rongjie Lai
2021	A*	`conf`	A Dual Iterative Refinement Method for Non-Rigid Shape Matching. CVPR Rui Xiang, Rongjie Lai, Hongkai Zhao
2021	J	`jnl`	A Fast Proximal Gradient Method and Convergence Analysis for Dynamic Mean Field Planning. CoRR Jiajia Yu, Rongjie Lai, Wuchen Li, Stanley J. Osher
2021	J	`jnl`	Expressivity and Trainability of Quadratic Networks. CoRR Fenglei Fan, Mengzhou Li, Fei Wang, Rongjie Lai, Ge Wang
2021	J	`jnl`	Generalized unnormalized optimal transport and its fast algorithms. J. Comput. Phys. Wonjun Lee, Rongjie Lai, Wuchen Li, Stanley J. Osher
2021	J	`jnl`	Nonisometric Surface Registration via Conformal Laplace-Beltrami Basis Pursuit. J. Sci. Comput. Stefan C. Schonsheck, Michael M. Bronstein, Rongjie Lai
2020	J	`jnl`	A Dual Iterative Refinement Method for Non-rigid Shape Matching. CoRR Rui Xiang, Rongjie Lai, Hongkai Zhao
2020	A*	`conf`	Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment. CVPR Rui Xiang, Rongjie Lai, Hongkai Zhao
2020	J	`jnl`	Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment. CoRR Rui Xiang, Rongjie Lai, Hongkai Zhao
2020	J	`jnl`	Generalized Unnormalized Optimal Transport and its fast algorithms. CoRR Wonjun Lee, Rongjie Lai, Wuchen Li, Stanley J. Osher
2020	A*	`conf`	Optimizing Mode Connectivity via Neuron Alignment. NeurIPS N. Joseph Tatro, Pin-Yu Chen, Payel Das, Igor Melnyk, Prasanna Sattigeri, Rongjie Lai
2020	J	`jnl`	Optimizing Mode Connectivity via Neuron Alignment. CoRR N. Joseph Tatro, Pin-Yu Chen, Payel Das, Igor Melnyk, Prasanna Sattigeri, Rongjie Lai
2020	J	`jnl`	Unsupervised Geometric Disentanglement for Surfaces via CFAN-VAE. CoRR N. Joseph Tatro, Stefan C. Schonsheck, Rongjie Lai
2019	J	`jnl`	Chart Auto-Encoders for Manifold Structured Data. CoRR Stefan C. Schonsheck, Jie Chen, Rongjie Lai
2019	J	`jnl`	Exact Reconstruction of Euclidean Distance Geometry Problem Using Low-Rank Matrix Completion. IEEE Trans. Inf. Theory Abiy Tasissa, Rongjie Lai
2019	J	`jnl`	Global Optimization with Orthogonality Constraints via Stochastic Diffusion on Manifold. J. Sci. Comput. Honglin Yuan, Xiaoyi Gu, Rongjie Lai, Zaiwen Wen
2019	J	`jnl`	NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds. CoRR Pengfei Jin, Tianhao Lai, Rongjie Lai, Bin Dong
2019	J	`jnl`	Shape Analysis via Functional Map Construction and Bases Pursuit. CoRR Omri Azencot, Rongjie Lai
2019	J	`jnl`	Triangulated Surface Denoising using High Order Regularization with Dynamic Weights. SIAM J. Sci. Comput. Zheng Liu, Rongjie Lai, Huayan Zhang, Chunlin Wu
2018	J	`jnl`	Exact Reconstruction of Euclidean Distance Geometry Problem Using Low-rank Matrix Completion. CoRR Abiy Tasissa, Rongjie Lai
2018	J	`jnl`	Low-rank Matrix Completion in a General Non-orthogonal Basis. CoRR Abiy Tasissa, Rongjie Lai
2018	J	`jnl`	Manifold Based Low-Rank Regularization for Image Restoration and Semi-Supervised Learning. J. Sci. Comput. Rongjie Lai, Jia Li
2018	J	`jnl`	Nonisometric Surface Registration via Conformal Laplace-Beltrami Basis Pursuit. CoRR Stefan C. Schonsheck, Michael M. Bronstein, Rongjie Lai
2018	J	`jnl`	Parallel Transport Convolution: A New Tool for Convolutional Neural Networks on Manifolds. CoRR Stefan C. Schonsheck, Bin Dong, Rongjie Lai
2018	J	`jnl`	Point Cloud Discretization of Fokker-Planck Operators for Committor Functions. Multiscale Model. Simul. Rongjie Lai, Jianfeng Lu
2018	A*	`conf`	Rational Neural Networks for Approximating Graph Convolution Operator on Jump Discontinuities. ICDM Zhiqian Chen, Feng Chen, Rongjie Lai, Xuchao Zhang, Chang-Tien Lu
2018	J	`jnl`	Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator. CoRR Zhiqian Chen, Feng Chen, Rongjie Lai, Xuchao Zhang, Chang-Tien Lu
2017	J	`jnl`	CT Image Reconstruction in a Low Dimensional Manifold. CoRR Wenxiang Cong, Ge Wang, Qingsong Yang, Jiang Hsieh, Jia Li, Rongjie Lai
2017	J	`jnl`	Manifold Based Low-rank Regularization for Image Restoration and Semi-supervised Learning. CoRR Rongjie Lai, Jia Li
2017	J	`jnl`	Multiscale Nonrigid Point Cloud Registration Using Rotation-Invariant Sliced-Wasserstein Distance via Laplace-Beltrami Eigenmap. SIAM J. Imaging Sci. Rongjie Lai, Hongkai Zhao
2017	J	`jnl`	Solve Partial Differential Equations on Manifold From Incomplete Inter-Point Distance. CoRR Rongjie Lai, Jia Li
2017	J	`jnl`	Solving Partial Differential Equations on Manifolds From Incomplete Interpoint Distance. SIAM J. Sci. Comput. Rongjie Lai, Jia Li
2017	J	`jnl`	Triangulated Surface Denoising using High Order Regularization with Dynamic Weights. CoRR Zheng Liu, Rongjie Lai, Huayan Zhang, Chunlin Wu
2016	J	`jnl`	Localized density matrix minimization and linear-scaling algorithms. J. Comput. Phys. Rongjie Lai, Jianfeng Lu
2014	J	`jnl`	A Splitting Method for Orthogonality Constrained Problems. J. Sci. Comput. Rongjie Lai, Stanley J. Osher
2014	C	`conf`	Estimation of parameters in a distributed parameter model for thin film layered organic photovoltaic cells. ACC I. Gary Rosen, Chunming Wang, Weiwei Hu, Michael Hankin, Rongjie Lai, Mark E. Thompson, Stephen R. Forrest
2014	J	`jnl`	Folding-Free Global Conformal Mapping for Genus-0 Surfaces by Harmonic Energy Minimization. J. Sci. Comput. Rongjie Lai, Zaiwen Wen, Wotao Yin, Xianfeng Gu, Lok Ming Lui
2014	J	`jnl`	Metric Optimization for Surface Analysis in the Laplace-Beltrami Embedding Space. IEEE Trans. Medical Imaging Yonggang Shi, Rongjie Lai, Danny J. J. Wang, Daniel Pelletier, David C. Mohr, Nancy L. Sicotte, Arthur W. Toga
2013	J	`jnl`	A Ridge and Corner Preserving Model for Surface Restoration. SIAM J. Sci. Comput. Rongjie Lai, Xue-Cheng Tai, Tony F. Chan
2013	J	`jnl`	Adaptive Directional Total-Variation Model for Latent Fingerprint Segmentation. IEEE Trans. Inf. Forensics Secur. Jiangyang Zhang, Rongjie Lai, C.-C. Jay Kuo
2013	—	`conf`	Conformal Mapping via Metric Optimization with Application for Cortical Label Fusion. IPMI Yonggang Shi, Rongjie Lai, Arthur W. Toga
2013	J	`jnl`	Cortical Surface Reconstruction via Unified Reeb Analysis of Geometric and Topological Outliers in Magnetic Resonance Images. IEEE Trans. Medical Imaging Yonggang Shi, Rongjie Lai, Arthur W. Toga
2012	J	`jnl`	Efficient Algorithm for Level Set Method Preserving Distance Function. IEEE Trans. Image Process. Virginia Estellers, Dominique Zosso, Rongjie Lai, Stanley J. Osher, Jean-Philippe Thiran, Xavier Bresson
2012	A*	`conf`	Geometric understanding of point clouds using Laplace-Beltrami operator. CVPR Jian Liang, Rongjie Lai, Tsz Wai Wong, Hongkai Zhao
2012	B	`conf`	Latent fingerprint detection and segmentation with a directional total variation model. ICIP Jiangyang Zhang, Rongjie Lai, C.-C. Jay Kuo
2012	—	`conf`	Latent fingerprint segmentation with adaptive total variation model. ICB Jiangyang Zhang, Rongjie Lai, C.-C. Jay Kuo
2012	—	`conf`	Unified Geometry and Topology Correction for Cortical Surface Reconstruction with Intrinsic Reeb Analysis. MICCAI (1) Yonggang Shi, Rongjie Lai, Arthur W. Toga
2011	J	`jnl`	A framework for intrinsic image processing on surfaces. Comput. Vis. Image Underst. Rongjie Lai, Tony F. Chan
2011	A*	`conf`	Automated corpus callosum extraction via Laplace-Beltrami nodal parcellation and intrinsic geodesic curvature flows on surfaces. ICCV Rongjie Lai, Yonggang Shi, Nancy L. Sicotte, Arthur W. Toga
2011	—	`conf`	CoRPORATE: Cortical Reconstruction by Pruning Outliers with Reeb Analysis and Topology-Preserving Evolution. IPMI Yonggang Shi, Rongjie Lai, Arthur W. Toga
2011	—	`conf`	Conformal Metric Optimization on Surface (CMOS) for Deformation and Mapping in Laplace-Beltrami Embedding Space. MICCAI (2) Yonggang Shi, Rongjie Lai, Raja Gill, Daniel Pelletier, David C. Mohr, Nancy L. Sicotte, Arthur W. Toga
2010	—	`conf`	Automated Sulci Identification via Intrinsic Modeling of Cortical Anatomy. MICCAI (3) Yonggang Shi, Bo Sun, Rongjie Lai, Ivo D. Dinov, Arthur W. Toga
2010	A*	`conf`	Metric-induced optimal embedding for intrinsic 3D shape analysis. CVPR Rongjie Lai, Yonggang Shi, Kevin Scheibel, Scott C. Fears, Roger P. Woods, Arthur W. Toga, Tony F. Chan
2010	J	`jnl`	Robust Surface Reconstruction via Laplace-Beltrami Eigen-Projection and Boundary Deformation. IEEE Trans. Medical Imaging Yonggang Shi, Rongjie Lai, Jonathan H. Morra, Ivo D. Dinov, Paul M. Thompson, Arthur W. Toga
2009	—	`conf`	Laplace-Beltrami Nodal Counts: A New Signature for 3D Shape Analysis. ISBI Rongjie Lai, Yonggang Shi, Ivo D. Dinov, Tony F. Chan, Arthur W. Toga
2008	—	`conf`	Anisotropic Laplace-Beltrami eigenmaps: Bridging Reeb graphs and skeletons. CVPR Workshops Yonggang Shi, Rongjie Lai, Sheila Krishna, Nancy L. Sicotte, Ivo D. Dinov, Arthur W. Toga
2008	—	`conf`	Harmonic Surface Mapping with Laplace-Beltrami Eigenmaps. MICCAI (2) Yonggang Shi, Rongjie Lai, Kyle C. Kern, Nancy L. Sicotte, Ivo D. Dinov, Arthur W. Toga