Lingxiao Li | DeepAI

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Yi Zhang
258 publications
Li Zhang
240 publications
Qiang Liu
190 publications
Evgeny Burnaev
135 publications
Leonidas Guibas
102 publications
Dong Liu
95 publications
Han Wang
86 publications
Justin Solomon
71 publications
Li Yi
48 publications
Mikhail Yurochkin
43 publications
Shuhui Wang
36 publications

∙ 05/12/2023

Monitoring and Adapting ML Models on Mobile Devices

ML models are increasingly being pushed to mobile devices, for low-laten...

0 Wei Hao, et al. ∙

∙ 03/31/2023

Robust estimation of large factor models for tensor-valued time series

In this paper, we consider inference in the context of a factor model fo...

0 Matteo Barigozzi, et al. ∙

∙ 03/06/2023

Huber Principal Component Analysis for Large-dimensional Factor Models

Factor models have been widely used in economics and finance. However, t...

0 Yong He, et al. ∙

∙ 01/31/2023

Self-Consistent Velocity Matching of Probability Flows

We present a discretization-free scalable framework for solving a large ...

0 Lingxiao Li, et al. ∙

∙ 11/22/2022

The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation

Few-shot image generation is a challenging task since it aims to generat...

0 Lingxiao Li, et al. ∙

∙ 10/24/2022

Sampling with Mollified Interaction Energy Descent

Sampling from a target measure whose density is only known up to a norma...

0 Lingxiao Li, et al. ∙

∙ 06/20/2022

Statistical Inference for Large-dimensional Tensor Factor Model by Weighted/Unweighted Projection

Tensor Factor Models (TFM) are appealing dimension reduction tools for h...

0 Yong He, et al. ∙

∙ 01/28/2022

Wasserstein Iterative Networks for Barycenter Estimation

Wasserstein barycenters have become popular due to their ability to repr...

0 Alexander Korotin, et al. ∙

∙ 01/28/2022

Learning Proximal Operators to Discover Multiple Optima

Finding multiple solutions of non-convex optimization problems is a ubiq...

0 Lingxiao Li, et al. ∙

∙ 11/23/2021

A Conservative Finite Element Solver for MHD Kinematics equations: Vector Potential method and Constraint Preconditioning

A new conservative finite element solver for the three-dimensional stead...

0 Xujing Li, et al. ∙

∙ 11/16/2021

Block preconditioning methods for asymptotic preserving scheme arising in anisotropic elliptic problems

Efficient and robust iterative solvers for strong anisotropic elliptic e...

0 Lingxiao Li, et al. ∙

∙ 09/13/2021

Interactive All-Hex Meshing via Cuboid Decomposition

Standard PolyCube-based hexahedral (hex) meshing methods aim to deform t...

0 Lingxiao Li, et al. ∙

∙ 06/03/2021

Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark

Despite the recent popularity of neural network-based solvers for optima...

0 Alexander Korotin, et al. ∙

∙ 06/01/2021

Large-Scale Wasserstein Gradient Flows

Wasserstein gradient flows provide a powerful means of understanding and...

0 Petr Mokrov, et al. ∙

∙ 02/02/2021

Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization

Wasserstein barycenters provide a geometric notion of the weighted avera...

0 Alexander Korotin, et al. ∙

∙ 08/28/2020

Continuous Regularized Wasserstein Barycenters

Wasserstein barycenters provide a geometrically meaningful way to aggreg...

4 Lingxiao Li, et al. ∙

∙ 08/21/2020

A constrained transport divergence-free finite element method for Incompressible MHD equations

In this paper we study finite element method for three-dimensional incom...

0 Lingxiao Li, et al. ∙

∙ 06/15/2020

Comparing Alternative Route Planning Techniques: A Web-based Demonstration and User Study

Due to the popularity of smartphones, cheap wireless networks and availa...

0 Lingxiao Li, et al. ∙

∙ 05/22/2020

SentPWNet: A Unified Sentence Pair Weighting Network for Task-specific Sentence Embedding

Pair-based metric learning has been widely adopted to learn sentence emb...

0 Li Zhang, et al. ∙

∙ 11/22/2018

Supervised Fitting of Geometric Primitives to 3D Point Clouds

Fitting geometric primitives to 3D point cloud data bridges a gap betwee...

0 Lingxiao Li, et al. ∙

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