胡永利

2026

手语识别与翻译方法综述

《北京工业大学学报》

2026

Crisis-Gated Expert Fusion with Attention-Assembled Reasoning for Multi-modal Crisis Event Detection

IEEE Transactions on Knowledge and Data Engineering

DOI

2026

Artificial intelligence-based tunnel leakage detection and monitoring: A review of sensing technologies and multimodal fusion

Measurement

DOI

2026

Multi-agent role-playing by LLMs and LMMs: An explainable open-world multi-modal crisis tweet classification method

Expert Systems with Applications

DOI

2026

M3CA: Multi-modal and Multi-view Fusion based on Multi-layer Cross Attention for Isolated Sign Language Recognition

INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION

DOI

2026

Speaker-Mediated Route Knowledge Transfer for Goal-Oriented Vision-and-Language Navigation

Electronics

DOI

2026

Dual Adaptive Visual-Semantic Prompt Collaboration for Generalized Zero-Shot Learning

International Journal of Computer Vision

DOI

2026

LocSAM: Modular SAM enhancement for dense object localization in complex scenes

Computer Vision and Image Understanding

DOI

2026

Functionality Separation: Rethinking Dual-Stream Networks for Class-Incremental Learning

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

Local feature-aware and edge-enhanced semantic segmentation for autonomous driving

Intelligent Data Analysis

DOI

2026

Human-Like Multimodal Fake News Detection via Reflective Summarization and Large--Small Model Collaboration

IEEE Transactions on Neural Networks and Learning Systems

DOI

2026

Adaptive low-quality negative samples partition and weakening for temporal knowledge graph completion

Multimedia Systems

DOI

2026

Enhancing Personalized Federated Continual Learning with Client-Specific Semantic Knowledge

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

Mix-Persona Comment Generation for LLM Fine-Tuning in Multimodal Crisis Post Classification

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

MFC: Mixed Federated Clustering based on Cross-modal Feature Decoupling

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2026

Multi-faceted contrastive learning with inter-frame difference for traffic video question answering

Knowledge-Based Systems

DOI

2026

Language-Guided Contrastive Learning and Difference Enhancement for Semantic Change Detection in Remote Sensing Images

Remote Sensing

DOI

2026

M 3 Former: Memory-Guided Multi-Modal Generation and Adaptive Mixture Reasoning for Incomplete-Modality Crisis Event Detection

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

Modality-Agnostic Hybrid Federated Learning via Knowledge Distillation and Reinforcement Learning-Based Aggregation

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

Modality and semantic alignments based neighborhood node retrieval for multimodal knowledge graph completion

Multimedia Systems

DOI

2026

Metacognition Inspired Reflective Chain-of-Thought for Knowledge-Based VQA

Computers, materials & continua/Computers, materials & continua (Print)

DOI

2026

REFD: Relation-aware Entity Feature Decoupling for Multimodal Knowledge Graph Completion

IEEE Transactions on Multimedia

DOI

2026

Multimodal Reflective Synergy: Orchestrating Large-Small Model Collaboration for Knowledge-Based Visual Question Answering

IEEE Transactions on Multimedia

DOI

2026

Learning to Adapt: Instance-Level Visual and Semantic Adaptation for Generalized Zero-Shot Learning

IEEE Transactions on Image Processing

DOI

2025

MRAGNN: Refining urban spatio-temporal prediction of crime occurrence with multi-type crime correlation learning

Expert Systems With Applications，Vol. 265

DOI

2025

MVDT: Multiview Distillation Transformer for View-Invariant Sign Language Translation

IET Computer Vision

DOI

2025

Multimodal Knowledge Graph Completion by Cross-Modal Interaction With Similarity Enhancing and Difference Embracing

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

Large-Small Model Synergy with Multimodal Fine-Grained Heuristics for Knowledge-Based Visual Question Answering

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Frequency-domain multi-scale graph learning with information-theoretic constraint for spatio-temporal prediction

Pattern Recognition

DOI

2025

HGSCO: Heterogeneous Graph Structure Contrast Optimization for Trajectory Prediction

IEEE Transactions on Intelligent Transportation Systems

DOI

2025

Multi-Modal Entity in One Word: Aligning Multi-Level Semantics for Multi-Modal Knowledge Graph Completion

IEEE Transactions on Big Data

DOI

2025

Latent attribute augmented network for few-shot class-incremental learning

Neurocomputing

DOI

2025

Multi-View Hallucinatory Feature Generation Network for Isolated Sign Language Recognition

DOI

2025

Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

ICQ-TransE: LLM-Enhanced Image-Caption-Question Translating Embeddings for Knowledge-Based Visual Question Answering

IEEE Transactions on Artificial Intelligence

DOI

2025

SAGoG: Similarity-Aware Graph of Graphs Neural Networks for Multivariate Time Series Classification

IEEE Transactions on Knowledge and Data Engineering

DOI

2025

Memory Transmission Based Referring Video Object Segmentation

Neural Networks

DOI

2025

Counterfactual Dual-Bias VQA: A Multimodality Debias Learning for Robust Visual Question Answering

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

Multi-view Isolated sign language recognition based on cross-view and multi-level transformer

Multimedia Systems

DOI

2025

HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Globality Meets Locality: An Anchor Graph Collaborative Learning Framework for Fast Multiview Subspace Clustering

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

PRNet: A Progressive Refinement Network for referring image segmentation

Neurocomputing

DOI

2025

SHKD: A framework for traffic prediction based on Sub-Hypergraph and Knowledge Distillation

Knowledge-Based Systems

DOI

2025

Tackling Real-World Complexity: Hierarchical Modeling and Dynamic Prompting for Multimodal Long Document Classification

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2025

OST-HGCN: Optimized Spatial-Temporal Hypergraph Convolution Network for Trajectory Prediction

IEEE Transactions on Intelligent Transportation Systems

DOI

2025

Multi-scale wavelet transform enhanced graph neural network for pedestrian trajectory prediction

Physica A Statistical Mechanics and its Applications

DOI

2025

CMDNet: A Cross-Modality Spatiotemporal Graph Network for Enhanced Air Pollution Prediction With High-Resolution Satellite Data

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Multi-Order Neighborhood Fusion Based Multi-View Deep Subspace Clustering

Computers, materials & continua/Computers, materials & continua (Print)

DOI

2025

Semantic-Guided Prompt Learning Network for Generalized Zero-Shot Learning

Communications in computer and information science

DOI

2025

Multi-level Knowledge Distillation for Class Incremental Learning

Communications in computer and information science

DOI

2025

Spatial-Temporal Traffic Prediction Based on Multi-Scale Time Difference

Lecture notes in computer science

DOI

2025

Bridging Heterogeneous Gap: A POI Correlation Learning Graph Convolution Network for Traffic Forecasting

Lecture notes in electrical engineering

DOI

2025

Hierarchical Multi-Modal Transformer for Cross-Modal Long Document Classification

IEEE Transactions on Multimedia

DOI

2025

Toward Nonuniformly Distributed Weather Forecasting: Adaptive Filtered Hypergraph Convolution Network

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

基于谱域超图卷积网络的交通流预测模型

《北京工业大学学报》

2024

基于节点采样的子结构代表层次池化图卷积网络模型

《北京工业大学学报》

2024

Common-Memory Bridged Cross-Modal Adaptive Graph Embedding for Image-Text Retrieval

IEEE International Conference on Multimedia and Expo

DOI

2024

Context-aware relation enhancement and similarity reasoning for image-text retrieval

IET Computer Vision

DOI

2024

Dual Prototype Contrastive Network for Generalized Zero-Shot Learning

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

Self-Attention Graph Convolution Imputation Network for Spatio-Temporal Traffic Data

IEEE Transactions on Intelligent Transportation Systems

DOI

2024

Modality Perception Learning-Based Determinative Factor Discovery for Multimodal Fake News Detection

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Entity-Enhanced Question Representation for Knowledge-Based Visual Question Answering

DOI

2024

Large-Scale Traffic Prediction With Hierarchical Hypergraph Message Passing Networks

IEEE Transactions on Computational Social Systems

DOI

2024

Multi-Granularity Feature Interaction and Multi-Region Selection Based Triplet Visual Question Answering

IEEE Transactions on Big Data

DOI

2024

Mixed-Modality Clustering via Generative Graph Structure Matching

IEEE Transactions on Knowledge and Data Engineering

DOI

2024

An adaptive composite time series forecasting model for short-term traffic flow

Journal Of Big Data

DOI

2024

Contrastive optimized graph convolution network for traffic forecasting

Neurocomputing

DOI

2024

Traffic Anomaly Detection based on Spatio-Temporal Hypergraph Convolution Neural Networks

Physica A Statistical Mechanics and its Applications

DOI

2024

Spatial-Temporal Dual Graph Neural Network for Pedestrian Trajectory Prediction

Youth Academic Annual Conference of Chinese Association of Automation (YAC)

DOI

2024

CFMMC-Align: Coarse-Fine Multi-Modal Contrastive Alignment Network for Traffic Event Video Question Answering

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

Training Large-Scale Graph Neural Networks via Graph Partial Pooling

IEEE Transactions on Big Data

DOI

2024

VIG: Visual Information-Guided Knowledge-Based Visual Question Answering

International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2024

Hardware-Friendly 3-D CNN Acceleration With Balanced Kernel Group Sparsity

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

DOI

2024

Multi-modal long document classification based on Hierarchical Prompt and Multi-modal Transformer

Neural Networks

DOI

2024

Traffic Origin-Destination Demand Prediction via Multichannel Hypergraph Convolutional Networks

IEEE Transactions on Computational Social Systems

DOI

2024

Fair Attention Network for Robust Visual Question Answering

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

Data-unbalanced traffic accident prediction via adaptive graph and self-supervised learning

Applied Soft Computing

DOI

2024

Bridging the Cross-Modality Semantic Gap in Visual Question Answering

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Hierarchical Multi-Modal Prompting Transformer for Multi-Modal Long Document Classification

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

Incorporating Multi-Level Sampling with Adaptive Aggregation for Inductive Knowledge Graph Completion

ACM Transactions on Knowledge Discovery from Data

DOI

2024

Dynamic Hypergraph Structure Learning for Multivariate Time Series Forecasting

IEEE Transactions on Big Data

DOI

2024

Redundancy is Not What You Need: An Embedding Fusion Graph Auto-Encoder for Self-Supervised Graph Representation Learning

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

A plug-and-play image enhancement model for end-to-end object detection in low-light condition

Multimedia Systems

DOI

2024

Multi-scale hypergraph-based feature alignment network for cell localization

Pattern Recognition

DOI

2024

Cross‐modal fusion encoder via graph neural network for referring image segmentation

IET Image Processing

DOI

2024

Hierarchical Multi-Granularity Interaction Graph Convolutional Network for Long Document Classification

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2024

VQA-PDF: Purifying Debiased Features for Robust Visual Question Answering Task

Lecture notes in computer science

DOI

2024

Referring Image Segmentation Without Text Annotations

Lecture notes in computer science

DOI

2024

Generating Graph-Based Rules for Enhancing Logical Reasoning

Lecture notes in computer science

DOI

2023

一种基于文本和图像的多模态目标检测方法

《信息传播研究》

2023

基于对比学习的双分类器无监督域适配模型

《北京工业大学学报》

2023

基于自适应权重融合的深度多视子空间聚类

《北京工业大学学报》

2023

A subgraph sampling method for training large-scale graph convolutional network

Information Sciences

DOI

2023

Center Focusing Network for Real-Time LiDAR Panoptic Segmentation

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2023

Cross-modal Multiple Granularity Interactive Fusion Network for Long Document Classification

ACM Transactions on Knowledge Discovery from Data

DOI

2023

Global and Local Interactive Perception Network for Referring Image Segmentation

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Path Planning of Unmanned Underwater Vehicles in Ocean Current Environment based on Safe Reinforcement Learning Algorithm

2023 6th International Conference on Mechatronics, Robotics and Automation (ICMRA)(

DOI

2023

Path Planning of Unmanned Underwater Vehicles Based on Deep Reinforcement Learning Algorithm

International Conference on Advanced Robotics and Mechatronics

DOI

2023

MBMF: Constructing memory banks of multi‐scale features for anomaly detection

IET Computer Vision

DOI

2023

Contrastive learning for traffic flow forecasting based on multi graph convolution network

IET Intelligent Transport Systems

DOI

2023

Metro Flow Prediction With Hierarchical Hypergraph Attention Networks

IEEE Transactions on Artificial Intelligence

DOI

2023

Self-supervised knowledge distillation in counterfactual learning for VQA

Pattern Recognition Letters

DOI

2023

Multi-Level Interaction Based Knowledge Graph Completion

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2023

Multi-Level Dynamic Graph Convolutional Networks for Weakly Supervised Crowd Counting

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

Breaking the Barrier Between Pre-training and Fine-tuning: A Hybrid Prompting Model for Knowledge-Based VQA

ACM International Conference on Multimedia (ACM MM)

DOI

2023

IE-GAN: a data-driven crowd simulation method via generative adversarial networks

Multimedia Tools and Applications

DOI

2023

Domain-Aware Prototype Network for Generalized Zero-Shot Learning

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2023

See and Learn More: Dense Caption-Aware Representation for Visual Question Answering

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2023

Graph structure learning layer and its graph convolution clustering application

Neural Networks

DOI

2023

Zero-Shot Text Classification with Semantically Extended Textual Entailment

DOI

2023

QDN: A Quadruplet Distributor Network for Temporal Knowledge Graph Completion

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Self-Supervised Nodes-Hyperedges Embedding for Heterogeneous Information Network Learning

IEEE Transactions on Big Data

DOI

2023

Graph transformer based dynamic multiple graph convolution networks for traffic flow forecasting

IET Intelligent Transport Systems

DOI

2023

Knowledge fusion enhanced graph neural network for traffic flow prediction

Physica A Statistical Mechanics and its Applications

DOI

2023

TDN: Triplet Distributor Network for Knowledge Graph Completion

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

Underwater autonomous grasping robot based on multi-stage Cascade DetNet

Artificial Life and Robotics

DOI

2023

DSGEM: Dual scene graph enhancement module‐based visual question answering

IET Computer Vision

DOI

2023

Hierarchical Spatio–Temporal Graph Convolutional Networks and Transformer Network for Traffic Flow Forecasting

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

领域对齐对抗的无监督跨领域文本情感分析算法

《计算机研究与发展》

2022

多尺度模态感知在文本指代实例分割中的研究与应用

《图学学报》

2022

面向跨模态数据协同分析的视觉问答方法综述

《北京工业大学学报》

2022

一种角度自适应的椭圆模板检测器

《信息传播研究》

2022

Cross-modal alignment with graph reasoning for image-text retrieval

Multimedia tools and applications

DOI

2022

Robust discriminant analysis with feature selective projection and between-classes structural incoherence

Digital Signal Processing

DOI

2022

SHCN: Self-supervised General Hypergraph Clustering Network

IEEE International Conference on Big Data (BigData)

DOI

2022

Learnable Gated Graph Convolutional Residual Network for Traffic Prediction

IEEE International Conference on Cloud Computing and Intelligent Systems (CCIS)

DOI

2022

Towards City-Scale Traffic Prediction: Cluster Graph Wavelet Networks

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2022

Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

CGNN: Caption-assisted graph neural network for image-text retrieval

Pattern Recognition Letters

DOI

2022

Hierarchical Multiple Granularity Attention Network for Long Document Classification

2022 International Joint Conference on Neural Networks (IJCNN)

DOI

2022

Multi‐view subspace clustering with incomplete graph information

IET Computer Vision

DOI

2022

Hierarchical Graph Convolutional Networks for Structured Long Document Classification

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Self-Attention Graph Convolution Residual Network for Traffic Data Completion

IEEE Transactions on Big Data

DOI

2022

Parallelly Adaptive Graph Convolutional Clustering Model

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Traffic forecasting with missing data via low rank dynamic mode decomposition of tensor

IET Intelligent Transport Systems

DOI

2022

Globality constrained adaptive graph regularized non‐negative matrix factorization for data representation

IET Image Processing

DOI

2022

Multitask Hypergraph Convolutional Networks: A Heterogeneous Traffic Prediction Framework

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

Multi-Concept Representation Learning for Knowledge Graph Completion

ACM Transactions on Knowledge Discovery from Data

DOI

2022

Spatiotemporal traffic data imputation via tensorial weighted Schatten‐ p norm minimization

IET Intelligent Transport Systems

DOI

2022

Multi‐graph convolutional clustering network

IET Signal Processing

DOI

2022

Shareability-Exclusivity Representation on Product Grassmann Manifolds for Multi-camera video clustering

Journal of Visual Communication and Image Representation

DOI

2022

STGAN: Spatio-Temporal Generative Adversarial Network for Traffic Data Imputation

IEEE Transactions on Big Data

DOI

2022

Video Domain Adaptation based on Optimal Transport in Grassmann Manifolds

Information Sciences

DOI

2022

MFFNet: Single facial depth map refinement using multi-level feature fusion

Signal Processing Image Communication

DOI

2022

Logarithmic Schatten-p Norm Minimization for Tensorial Multi-view Subspace Clustering

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

Multi-Attribute Subspace Clustering via Auto-Weighted Tensor Nuclear Norm Minimization

IEEE Transactions on Image Processing

DOI

2022

Multi-level attention for referring expression comprehension

Pattern Recognition Letters

DOI

2021

基于深度学习的小目标检测方法综述

《北京工业大学学报》

2021

深度聚类算法研究综述

《北京工业大学学报》

2021

基于图卷积网络的交通预测综述

《北京工业大学学报》

2021

基于图嵌入的自适应多视降维方法

《智能系统学报》

2021

Double Manifolds Regularized Non-negative Matrix Factorization for Data Representation

International Conference on Pattern Recognition

DOI

2021

AKM3C: Adaptive K-Multiple-Means for Multi-View Clustering

IEEE transactions on circuits and systems for video technology (Print)

DOI

2021

Metro Passenger Flow Prediction via Dynamic Hypergraph Convolution Networks

IEEE transactions on intelligent transportation systems (Print)

DOI

2021

A Spectral Clustering on Grassmann Manifold via Double Low Rank Constraint

International Conference on Pattern Recognition

DOI

2021

Learning Adaptive Neighborhood Graph on Grassmann Manifolds for Video/Image-Set Subspace Clustering

IEEE transactions on multimedia

DOI

2021

A Low Rank Dynamic Mode Decomposition Model for Short-Term Traffic Flow Prediction

IEEE transactions on intelligent transportation systems (Print)

DOI

2021

Rank Consistency Induced Multiview Subspace Clustering via Low-Rank Matrix Factorization

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Optimized Graph Convolution Recurrent Neural Network for Traffic Prediction

IEEE transactions on intelligent transportation systems (Print)

DOI

2021

A Decoder-Free Variational Deep Embedding for Unsupervised Clustering

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Kronecker-decomposable robust probabilistic tensor discriminant analysis

Information Sciences

DOI

2021

Robust CAPTCHAs Towards Malicious OCR

IEEE transactions on multimedia

DOI

2021

Robust Image Representation via Low Rank Locality Preserving Projection

ACM Transactions on Knowledge Discovery from Data

DOI

2021

Hierarchical Graph Convolution Network for Traffic Forecasting

AAAI Conference on Artificial Intelligence

DOI

2021

CaEGCN: Cross-Attention Fusion Based Enhanced Graph Convolutional Network for Clustering

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Variational Deep Embedding Clustering by Augmented Mutual Information Maximization

International Conference on Pattern Recognition

DOI

2021

Zero-Shot Text Classification with Semantically Extended Graph Convolutional Network

International Conference on Pattern Recognition

DOI

2021

Low Rank Representation on Product Grassmann Manifolds for Multi-view Subspace Clustering

International Conference on Pattern Recognition

DOI

2021

Real Deep K-means with Multiple Auto-Encoders

China Automation Congress (CAC)

DOI

2021

Complete/incomplete multi‐view subspace clustering via soft block‐diagonal‐induced regulariser

IET Computer Vision

DOI

2021

Urban Traffic Pattern Analysis and Applications Based on Spatio-Temporal Non-Negative Matrix Factorization

IEEE Transactions on Intelligent Transportation Systems

DOI

2021

Metro Passenger-Flow Representation via Dynamic Mode Decomposition and Its Application

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Hierarchical Attention Transformer Networks for Long Document Classification

DOI

2021

Feature Interaction Based Graph Convolutional Networks for Image-Text Retrieval

Lecture notes in computer science

DOI

2021

Attributed Non-negative Matrix Multi-factorization for Data Representation

Lecture notes in computer science

DOI

2021

Bottom-Up Progressive Semantic Alignment for Image-Text Retrieval

Communications in computer and information science

DOI

2021

Text-to-Traffic Generative Adversarial Network for Traffic Situation Generation

IEEE Transactions on Intelligent Transportation Systems

DOI

2020

吉林一号高分辨率影像在城市管理中的应用

《卫星应用》

2020

Multi-View Interactive Visual Exploration of Individual Association for Public Transportation Passengers

Applied Sciences

DOI

2020

Dynamic Graph Convolution Network for Traffic Forecasting Based on Latent Network of Laplace Matrix Estimation

IEEE transactions on intelligent transportation systems (Print)

DOI

2020

Interactive Visual Exploration of Human Mobility Correlation Based on Smart Card Data

IEEE transactions on intelligent transportation systems (Print)

DOI

2020

Locality preserving projection based on Euler representation

Journal of Visual Communication and Image Representation

DOI

2020

Kernel Clustering On Symmetric Positive Definite Manifolds Via Double Approximated Low Rank Representation

IEEE International Conference on Multimedia and Expo

DOI

2020

Modeling Relation Proximity of Passengers Using Public Transit Smart Card Data

IEEE Intelligent Transportation Systems Magazine

DOI

2019

Grassmann Manifold Based State Analysis Method of Traffic Surveillance Video

Applied Sciences

DOI

2019

Ordered Subspace Clustering for Complex Non-Rigid Motion by 3D Reconstruction

Applied Sciences

DOI

2018

Sparse and Low-Rank Subspace Data Clustering with Manifold Regularization Learned by Local Linear Embedding

Applied Sciences

DOI

2018

Locality Preserving Projection Based on F-norm

AAAI Conference on Artificial Intelligence

DOI

2018

Fast optimization algorithm on Riemannian manifolds and its application in low-rank learning

Neurocomputing

DOI

2018

Cascaded Low Rank and Sparse Representation on Grassmann Manifolds

International Joint Conference on Artificial Intelligence

DOI

2018

Low Rank Representation on SPD matrices with Log-Euclidean metric

Pattern Recognition

DOI

2018

A new method of small target detection based on neural network

International Symposium on Multispectral Image Processing and Pattern Recognition

DOI

2017

Locality Preserving Projections for Grassmann manifold

International Joint Conference on Artificial Intelligence

DOI

2017

Localized LRR on Grassmann Manifold: An Extrinsic View

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2017

L1-2DPCA Revisit via Optimization on Product Manifolds

International Conference on Digital Image Computing: Techniques and Applications

DOI

2017

Vectorial Dimension Reduction for Tensors Based on Bayesian Inference

IEEE Transactions on Neural Networks and Learning Systems

DOI

2016

Fisher discrimination-based $$l_{2,1} $$l2,1-norm sparse representation for face recognition

The Visual Computer

DOI

2016

Block-Diagonal Sparse Representation by Learning a Linear Combination Dictionary for Recognition

arXiv.org

2016

Product Grassmann Manifold Representation and Its LRR Models

AAAI Conference on Artificial Intelligence

DOI

2016

Matrix Variate Restricted Boltzmann Machine

IEEE International Joint Conference on Neural Network

DOI

2016

Matrix Variate RBM and Its Applications

arXiv.org

2016

A Submodule Clustering Method for Multi-way Data by Sparse and Low-Rank Representation

arXiv.org

2016

Mixture of Bilateral-Projection Two-Dimensional Probabilistic Principal Component Analysis

Computer Vision and Pattern Recognition

DOI

2016

RSS Fingerprint Based Indoor Localization Using Sparse Representation with Spatio-Temporal Constraint

Italian National Conference on Sensors

DOI

2016

Laplacian LRR on Product Grassmann Manifolds for Human Activity Clustering in Multicamera Video Surveillance

IEEE transactions on circuits and systems for video technology (Print)

DOI

2016

Kernelized LRR on Grassmann Manifolds for Subspace Clustering

arXiv.org

2016

Matrix variate RBM model with Gaussian distributions

IEEE International Joint Conference on Neural Network

DOI

2016

Nonparametric tensor dictionary learning with beta process priors

Neurocomputing

DOI

2016

Ordered Subspace Clustering With Block-Diagonal Priors

IEEE Transactions on Cybernetics

DOI

2016

Partial Sum Minimization of Singular Values Representation on Grassmann Manifolds

ACM Transactions on Knowledge Discovery from Data

DOI

2016

Partial Least Squares Regression on Riemannian Manifolds and Its Application in Classifications

arXiv.org

2015

基于改进Fisher准则的深度卷积神经网络识别算法

《北京工业大学学报》

2015

A Multisource Heterogeneous Data Fusion Method for Pedestrian Tracking

DOI

2015

A new robust gradient-based method for detection of symmetry axis

International Symposium on Multispectral Image Processing and Pattern Recognition

DOI

2015

Image Outlier Detection and Feature Extraction via L1-Norm-Based 2D Probabilistic PCA

IEEE Transactions on Image Processing

DOI

2015

3D Mesh Sequence Compression Based on Registration-aware Geometry Images

2015

Face recognition method of deep convolutional neural network

2015

Kernelized Low Rank Representation on Grassmann Manifolds

arXiv.org

2014

Correlated Spatio-Temporal Data Collection in Wireless Sensor Networks Based on Low Rank Matrix Approximation and Optimized Node Sampling

Italian National Conference on Sensors

DOI

2014

Color face recognition based on color image correlation similarity discriminant model

Multimedia tools and applications

DOI

2014

3D face reconstruction based on canonical correlation analysis and morphable model

DOI

2014

Constrained Frequent Subtree Mining Method

2014 5th International Conference on Digital Home

DOI

2014

Robust Face Recognition Based l21-Norm Sparse Representation

2014 5th International Conference on Digital Home

DOI

2014

Low Rank Representation on Grassmann Manifolds

Asian Conference on Computer Vision

DOI

2014

Human Detection in Depth Image Sequences Based on CoHOD Features

DOI

2014

Robust Human Tracking Using Multiple RGB-D Cameras

DOI

2013

Craniofacial reconstruction based on multi-linear subspace analysis

Multimedia tools and applications

DOI

2013

A hierarchical dense deformable model for 3D face reconstruction from skull

Multimedia tools and applications

DOI

2013

Indoor wireless positioning method by utilizing fingerprint technique

2013

Facial Expression Recognition Based on Modular Two Dimensional Canonical Correlation Analysis

DOI

2013

A robust sparse representation framework for depth map restoration

2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)

DOI

2013

Efficient Data Gathering in Wireless Sensor Networks Based on Low Rank Approximation

2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing

DOI

2013

3D face recognition using local binary patterns

Signal Processing

DOI

2013

Compressive sampling and sparse reconstruction of images/videos

DOI

2013

Efficient Radio Map Construction Based on Low-Rank Approximation for Indoor Positioning

DOI

2013

Multi-source heterogeneous data fusion method and its application in object positioning and tracking

DOI

2013

[A coarse-to-fine registration method for satellite infrared image and visual image].

PubMed

2012

物联网信息感知与交互技术

《计算机学报》

2012

Craniofacial reconstruction based on a hierarchical dense deformable model

EURASIP Journal on Advances in Signal Processing

DOI

2012

An Automatic Multi-sample 3D Face Registration Method Based on Thin Plate Spline and Deformable Model

2012 IEEE International Conference on Multimedia and Expo Workshops

DOI

2012

Color Face Recognition Based on Color Space Normalization and Quaternion Matrix Representation

2012 Fourth International Conference on Digital Home

DOI

2012

Information Sensing and Interaction Technology in Internet of Things

DOI

2011

Multi-sample 3D face registration based on TPS transformation and linear combination model

International Congress on Image and Signal Processing

DOI

2011

Supervised sparsity preserving projections for face recognition

International Conference on Digital Image Processing

DOI

2011

A Dense Deformable Model for Craniofacial Reconstruction

Applied Mechanics and Materials

DOI

2009

An Automatic Non-rigid Point Matching Method for Dense 3D Face Scans

Communication Systems and Applications

DOI

2009

An Automatic Dense Point Registration Method for 3D Face Animation

International Congress on Image and Signal Processing

DOI

2009

A Dense Point-to-Point Alignment Method for Realistic 3D Face Morphing and Animation

Int. J. Comput. Games Technol.

DOI

2007

改进的基于形变模型的三维人脸建模方法

《自动化学报》

DOI

2005

基于形变模型的三维人脸重建方法及其改进

《计算机学报》

2005

基于三维多分辨率模型与Fisher线性判别的人脸识别方法

《计算机学报》

2005

创建中国人三维人脸库关键技术研究

《计算机研究与发展》

2005

Multi-lighting 3D face morphable model based on mesh resampling

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.

DOI

2005

A 3D facial combination model based on mesh resampling

DOI

2005

Mesh resampling alignment for 3D face morphable model

DOI

2005

An improved morphable model for 3D face synthesis

DOI

2005

Preprocessing of 3D Scanning Face Image Data

2004

D Face Animation Based on Morphable Model ?

2004

Resampling based method for pixel-wise correspondence between 3D faces

International Conference on Information Technology

DOI

2003

基于ASM模型的骨龄评价系统研究

《中国图象图形学报》

2003

A new facial feature extraction method based on linear combination model

International Conference on Wirtschaftsinformatik

DOI

2003

Global texture constrained active shape models for image interpretation

International Conference on Neural Networks and Signal Processing, 2003. Proceedings of the 2003

DOI

2024

Multi-linear Low Rank Representation on Heterogeneous Manifolds for Multi-view Clustering

《第43届中国控制会议论文集（14）》

DOI

2023

Information Correlation Co-Supervision based Graph Convolutional Clustering Model

《第42届中国控制会议论文集（13）》

DOI

2023

Multi-Graph Contrastive Learning Clustering Network

《第42届中国控制会议论文集（13）》

DOI

2026

Edge-focus Network: Balanced Density Regression Networkfor Cell Localization

SSRN Electronic Journal

DOI

2025

LocSAM: Enhancing SAM via Modular Optimization for Dense Object Localization

SSRN Electronic Journal

DOI

2024

Adapter-Enhanced Semantic Prompting for Continual Learning

arXiv (Cornell University)

DOI

2024

Semantic Segmentation in Autonomous Driving using Multi-scale Feature Fusion and Graph Network

Research Square

DOI

2024

Query-Enhanced Adaptive Semantic Path Reasoning for Inductive Knowledge Graph Completion

arXiv (Cornell University)

DOI

2023

A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects

arXiv (Cornell University)

DOI

2023

Substructure-aware subgraph reasoning for inductive relation prediction

The Journal of Supercomputing

DOI