Xiao Li

Affiliations

University of Reading

papers

717

total citations

papers (25)

A Geometric Analysis of Neural Collapse with Unconstrained Features

NEURIPS 2021arXiv

236

citations

Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation

CVPR 2021arXiv

citations

Are All Losses Created Equal: A Neural Collapse Perspective

NEURIPS 2022arXiv

citations

High-Fidelity and Freely Controllable Talking Head Video Generation

CVPR 2023arXiv

citations

Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training

NEURIPS 2021arXiv

citations

A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability

NEURIPS 2023arXiv

citations

Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction

CVPR 2023arXiv

citations

SCoDA: Domain Adaptive Shape Completion for Real Scans

CVPR 2023arXiv

citations

Neural Collapse in Multi-label Learning with Pick-all-label Loss

ICML 2024arXiv

citations

PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition

ECCV 2024arXiv

citations

StreamGS: Online Generalizable Gaussian Splatting Reconstruction for Unposed Image Streams

ICCV 2025arXiv

citations

Understanding and Mitigating Memorization in Diffusion Models for Tabular Data

ICML 2025arXiv

citations

Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling

NEURIPS 2025arXiv

citations

ReSync: Riemannian Subgradient-based Robust Rotation Synchronization

NEURIPS 2023arXiv

citations

PBCAT: Patch-Based Composite Adversarial Training against Physically Realizable Attacks on Object Detection

ICCV 2025arXiv

citations

Efficient View Synthesis with Neural Radiance Distribution Field

ICCV 2023arXiv

citations

StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs

NEURIPS 2025arXiv

citations

Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video

ICCV 2025arXiv

citations

Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries

ICLR 2025

citations

Robust Referring Video Object Segmentation with Cyclic Structural Consensus

ICCV 2023

citations

Xiao Li

Affiliations

papers (25)

A Geometric Analysis of Neural Collapse with Unconstrained Features

Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation

Are All Losses Created Equal: A Neural Collapse Perspective

High-Fidelity and Freely Controllable Talking Head Video Generation

Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training

A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability

Two-Shot Video Object Segmentation

Neural Capture of Animatable 3D Human from Monocular Video

ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification

Language-Driven Anchors for Zero-Shot Adversarial Robustness

A Unified Convergence Theorem for Stochastic Optimization Methods

Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction

SCoDA: Domain Adaptive Shape Completion for Real Scans

Neural Collapse in Multi-label Learning with Pick-all-label Loss

PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition

StreamGS: Online Generalizable Gaussian Splatting Reconstruction for Unposed Image Streams

Understanding and Mitigating Memorization in Diffusion Models for Tabular Data

Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling

ReSync: Riemannian Subgradient-based Robust Rotation Synchronization

PBCAT: Patch-Based Composite Adversarial Training against Physically Realizable Attacks on Object Detection

Efficient View Synthesis with Neural Radiance Distribution Field

StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs

Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video

Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries

Robust Referring Video Object Segmentation with Cyclic Structural Consensus

papers (25)

A Geometric Analysis of Neural Collapse with Unconstrained Features

Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation

Are All Losses Created Equal: A Neural Collapse Perspective

High-Fidelity and Freely Controllable Talking Head Video Generation

Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training

A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability

Two-Shot Video Object Segmentation

Neural Capture of Animatable 3D Human from Monocular Video

ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification

Language-Driven Anchors for Zero-Shot Adversarial Robustness

A Unified Convergence Theorem for Stochastic Optimization Methods

Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction

SCoDA: Domain Adaptive Shape Completion for Real Scans

Neural Collapse in Multi-label Learning with Pick-all-label Loss

PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition

StreamGS: Online Generalizable Gaussian Splatting Reconstruction for Unposed Image Streams

Understanding and Mitigating Memorization in Diffusion Models for Tabular Data

Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling

ReSync: Riemannian Subgradient-based Robust Rotation Synchronization

PBCAT: Patch-Based Composite Adversarial Training against Physically Realizable Attacks on Object Detection

Efficient View Synthesis with Neural Radiance Distribution Field

StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs

Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video

Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries

Robust Referring Video Object Segmentation with Cyclic Structural Consensus