Liang Bai

Boya Ji

Shulin Wang

BMC Bioinform., December, 2024

Learning structure perception MLPs on graphs: a layer-wise graph knowledge distillation framework.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., October, 2024

A deep clustering-based state-space model for improved disease risk prediction in personalized healthcare.

[BibT_eX]

[DOI]

Ann. Oper. Res., October, 2024

Deep Learning for Visual Speech Analysis: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

Enhancing Drug Recommendations Via Heterogeneous Graph Representation Learning in EHR Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2024

Contrastive clustering with a graph consistency constraint.

[BibT_eX]

[DOI]

Yunxiao Zhao

Pattern Recognit., February, 2024

EHR-KnowGen: Knowledge-enhanced multimodal learning for disease diagnosis generation.

[BibT_eX]

[DOI]

Inf. Fusion, February, 2024

A zero-shot learning boosting framework via concept-constrained clustering.

[BibT_eX]

[DOI]

Pattern Recognit., January, 2024

Emergence of collective adaptive response based on visual variation.

[BibT_eX]

[DOI]

Inf. Sci., January, 2024

Revisiting class-incremental object detection: An efficient approach via intrinsic characteristics alignment and task decoupling.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Enhancing healthcare decision support through explainable AI models for risk prediction.

[BibT_eX]

[DOI]

Decis. Support Syst., 2024

Efficient Non-Exemplar Class-Incremental Learning with Retrospective Feature Synthesis.

[BibT_eX]

[DOI]

CoRR, 2024

Consistent Augmentation Learning for Generalizing CLIP to Unseen Domains.

[BibT_eX]

[DOI]

IEEE Access, 2024

Research on Power System Evaluation Based on Hybrid Cluster Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2024 International Conference on Power Electronics and Artificial Intelligence, 2024

2023

Generalized Few-Shot Classification with Knowledge Graph.

[BibT_eX]

[DOI]

Dianqi Liu

Tianyuan Yu

Neural Process. Lett., December, 2023

Label Propagation Based on Bipartite Graph.

[BibT_eX]

[DOI]

Yaoxing Li

Neural Process. Lett., December, 2023

Exploring the role of edge distribution in graph convolutional networks.

[BibT_eX]

[DOI]

Neural Networks, November, 2023

Dual-channel embedding learning model for partially labeled attributed networks.

[BibT_eX]

[DOI]

Hangyuan Du

Wenjian Wang

Pattern Recognit., October, 2023

Spectral clustering with robust self-learning constraints.

[BibT_eX]

[DOI]

Minxue Qi

Artif. Intell., July, 2023

High-order graph attention network.

[BibT_eX]

[DOI]

Inf. Sci., June, 2023

Self-Constrained Spectral Clustering.

[BibT_eX]

[DOI]

Yunxiao Zhao

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

A new contrastive learning framework for reducing the effect of hard negatives.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

Emergence of Adaptation of Collective Behavior Based on Visual Perception.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2023

Incremental label propagation for data sets with imbalanced labels.

[BibT_eX]

[DOI]

Neurocomputing, 2023

Refined Response Distillation for Class-Incremental Player Detection.

[BibT_eX]

[DOI]

CoRR, 2023

A 135 GBps/Gbit 0.66 pJ/bit Stacked Embedded DRAM with Multilayer Arrays by Fine Pitch Hybrid Bonding and Mini-TSV.

[BibT_eX]

[DOI]

Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023

Motif-SocialRec: A Multi-channel Interactive Semantic Extraction Model for Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Contrastive Learning with the Feature Reconstruction Amplifier.

[BibT_eX]

[DOI]

Wentao Cui

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Self-supervised spectral clustering with exemplar constraints.

[BibT_eX]

[DOI]

Yunxiao Zhao

Pattern Recognit., 2022

A categorical data clustering framework on graph representation.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

The emergence of collective obstacle avoidance based on a visual perception mechanism.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Few2Decide: towards a robust model via using few neuron connections to decide.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2022

A novel conditional anonymity scheme for vehicular communication networks.

[BibT_eX]

[DOI]

Int. J. Commun. Syst., 2022

Incomplete multi-view clustering via local and global co-regularization.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2022

Dual Bidirectional Graph Convolutional Networks for Zero-shot Node Classification.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Improving Deep Embedded Clustering via Learning Cluster-level Representations.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Task Location Distribution Based Genetic Algorithm for UAV Mobile Crowd Sensing.

[BibT_eX]

[DOI]

Proceedings of the Bio-Inspired Computing: Theories and Applications, 2022

2021

Semi-Supervised Clustering With Constraints of Different Types From Multiple Information Sources.

[BibT_eX]

[DOI]

Fuyuan Cao

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Towards a high robust neural network via feature matching.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2021

AEAD Modes for ZUC Family Stream Ciphers.

[BibT_eX]

[DOI]

CoRR, 2021

2020

New label propagation algorithm with pairwise constraints.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Your Knock Is My Command: Binary Hand Gesture Recognition on Smartphone with Accelerometer.

[BibT_eX]

[DOI]

Mob. Inf. Syst., 2020

A multiple <i>k</i>-means clustering ensemble algorithm to find nonlinearly separable clusters.

[BibT_eX]

[DOI]

Fuyuan Cao

Inf. Fusion, 2020

Efficient Algorithm for the Identification of Node Significance in Complex Network.

[BibT_eX]

[DOI]

IEEE Access, 2020

Group Chase and Escape of Biological Groups Based on a Visual Perception-Decision-Propulsion Model.

[BibT_eX]

[DOI]

IEEE Access, 2020

A survey of text classification models.

[BibT_eX]

[DOI]

JinXiong Yang

Yanming Guo

Proceedings of the RICAI 2020: 2nd International Conference on Robotics, 2020

Sparse Subspace Clustering with Entropy-Norm.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

GeoAI-based Epidemic Control with Geo-Social Data Sharing on Blockchain.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

A Survey of Depth Estimation Based on Computer Vision.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Science in Cyberspace, 2020

Application of Self-service Analysis Tool for Data Management Application.

[BibT_eX]

[DOI]

Proceedings of the Cyber Security Intelligence and Analytics, 2020

A Resource Management Model for Real-time Edge System of Multiple Robots.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Cyber Security and Cloud Computing, 2020

A Three-Level Optimization Model for Nonlinearly Separable Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

An Information-Theoretical Framework for Cluster Ensemble.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

On the Second Relative Greedy Weight of 4-Dimensional Codes.

[BibT_eX]

[DOI]

Zihui Liu

IEEE Trans. Inf. Theory, 2019

Data-Driven Adaptive Iterative Learning Method for Active Vibration Control Based on Imprecise Probability.

[BibT_eX]

[DOI]

Symmetry, 2019

Semantically-enhanced kernel canonical correlation analysis: a multi-label cross-modal retrieval.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

The Software Gene-Based Test Set Automatic Generation Framework for Antivirus Software.

[BibT_eX]

[DOI]

J. Softw., 2019

A dual privacy-preservation scheme for cloud-based eHealth systems.

[BibT_eX]

[DOI]

J. Inf. Secur. Appl., 2019

On the third greedy weight of 4-dimensional codes.

[BibT_eX]

[DOI]

Zihui Liu

Des. Codes Cryptogr., 2019

Social Network-Oriented Learning Agent for Improving Group Intelligence Coordination.

[BibT_eX]

[DOI]

Jingtao Qi

Yandong Xiao

IEEE Access, 2019

2018

Bag of Surrogate Parts Feature for Visual Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

An Ensemble Clusterer of Multiple Fuzzy k-Means Clusterings to Recognize Arbitrarily Shaped Clusters.

[BibT_eX]

[DOI]

Yike Guo

IEEE Trans. Fuzzy Syst., 2018

Irrelevance reduction with locality-sensitive hash learning for efficient cross-media retrieval.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

A novel community detection algorithm based on simplification of complex networks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

基于视觉的地理定位中PnP算法的精度评估方法 (Accuracy Assessment Method of PnP Algorithm in Visual Geo-localization).

[BibT_eX]

[DOI]

计算机科学, 2018

SWATS: A Lightweight VANET Anonymous Traceback System Based on Random Superposition Watermarking.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE SmartWorld, 2018

Deep Convolutional Neural Network for Correlating Images and Sentences.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Design and Implementation of Convolutional Neural Network Accelerator with Variable Layer-by-layer Debugging.

[BibT_eX]

[DOI]

Proceedings of the 2018 2nd International Conference on Deep Learning Technologies, 2018

Reference Based on Adaptive Attention Mechanism for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

PFNet: A Novel Part Fusion Network for Fine-Grained Image Categorization.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Online behavior analysis-based blended learning model.

[BibT_eX]

[DOI]

Yanli Hu

Bin Ge

Proceedings of ACM Turing Celebration Conference - China, 2018

Problem-driven teaching activities for the capstone project course of data science.

[BibT_eX]

[DOI]

Yanli Hu

Proceedings of ACM Turing Celebration Conference - China, 2018

Knowledge-driven practice for the capstone project course of data science.

[BibT_eX]

[DOI]

Yanli Hu

Proceedings of ACM Turing Celebration Conference - China, 2018

Research on Acceleration Method of Speech Recognition Training.

[BibT_eX]

[DOI]

Jingfei Jiang

Yong Dou

Proceedings of the Advanced Computer Architecture - 12th Conference, 2018

2017

Fast density clustering strategies based on the k-means algorithm.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

基于双向学习排序的跨媒体语义相似性度量方法 (Cross-media Semantic Similarity Measurement Using Bi-directional Learning Ranking).

[BibT_eX]

[DOI]

计算机科学, 2017

Fast graph clustering with a new description model for community detection.

[BibT_eX]

[DOI]

Inf. Sci., 2017

A vehicular ad hoc network privacy protection scheme without a trusted third party.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2017

Variational approach to differential equations with not instantaneous impulses.

[BibT_eX]

[DOI]

Juan J. Nieto

Appl. Math. Lett., 2017

Large-field 3D imaging using an array of gradually-changed FOV cameras.

[BibT_eX]

[DOI]

Yan Wang

Lidong Chen

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Deep Convolutional Neural Network for Bidirectional Image-Sentence Mapping.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Utilizing Locality-Sensitive Hash Learning for Cross-Media Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Ranking Node Importance in Large-Scale Complex Network: From a Perspective of Local Abnormal Links.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Big Data Computing and Communications, 2017

2016

An Optimization Model for Clustering Categorical Data Streams with Drifting Concepts.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

基于相关滤波器的视觉目标跟踪综述 (Visual Object Tracking Based on Correlation Filters: A Survey).

[BibT_eX]

[DOI]

Quanlu Wei

Songyang Lao

计算机科学, 2016

一种改进的粒子滤波算法及其在GPS/DR组合定位中的应用 (Improved Particle Filter and its Application in GPS/DR Integrated Positioning System).

[BibT_eX]

[DOI]

Hangyuan Du

Wenjian Wang

计算机科学, 2016

基于改进谱聚类方法的搜索引擎排序算法 (Ranking Algorithm of Search Engine Using Improved Spectral Clustering).

[BibT_eX]

[DOI]

计算机科学, 2016

A Deep Two-Stream Network for Bidirectional Cross-Media Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Research of Meso-pore Structures of Eco-material.

[BibT_eX]

[DOI]

Proceedings of the Advances in Image and Graphics Technologies - 11th Chinese Conference, 2016

An Efficient Tool for Industrial Control System Security Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

Cross-Media Information Retrieval with Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

2015

Observation noise modeling based particle filter: An efficient algorithm for target tracking in glint noise environment.

[BibT_eX]

[DOI]

Hangyuan Du

Wenjian Wang

Neurocomputing, 2015

Construct a Bipartite Signed Network in YouTube.

[BibT_eX]

[DOI]

Int. J. Multim. Data Eng. Manag., 2015

Cluster validity functions for categorical data: a solution-space perspective.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2015

Convolutional Neural Networks Features: Principal Pyramidal Convolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Comparison on system observable degree analysis methods for target tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information and Automation, 2015

Constructing Social Networks Based on Near-Duplicate Detection in YouTube Videos.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Observable degree analysis using unscented information filter for nonlinear estimation systems.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2015

2014

The k-modes type clustering plus between-cluster information for categorical data.

[BibT_eX]

[DOI]

Neurocomputing, 2014

A Comparison between Artificial Neural Network and Cascade-Correlation Neural Network in Concept Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014

A Cartoon Image Annotation and Retrieval System Supporting Fast Cartoon Making.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

Automatic Movie Summarization Based on the Visual-Audio Features.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

2013

The Impact of Cluster Representatives on the Convergence of the (K)-Modes Type Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Fast global k-means clustering based on local geometrical information.

[BibT_eX]

[DOI]

Inf. Sci., 2013

A novel fuzzy clustering algorithm with between-cluster information for categorical data.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2013

Solvability of second-order Hamiltonian systems with impulses via variational method.

[BibT_eX]

[DOI]

Feng Li

Appl. Math. Comput., 2013

2012

The K -Means-Type Algorithms Versus Imbalanced Data Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2012

A dissimilarity measure for the k-Modes clustering algorithm.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2012

A cluster centers initialization method for clustering categorical data.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

2011

A novel attribute weighting algorithm for clustering high-dimensional categorical data.

[BibT_eX]

[DOI]

Pattern Recognit., 2011

Existence and multiplicity of solutions for an impulsive boundary value problem with a parameter via critical point theory.

[BibT_eX]

[DOI]

Math. Comput. Model., 2011

An initialization method to simultaneously find initial cluster centers and the number of clusters for clustering categorical data.

[BibT_eX]

[DOI]

Chuangyin Dang

Knowl. Based Syst., 2011

An application of variational method to a class of Dirichlet boundary value problems with impulsive effects.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2011

Three solutions for a p-Laplacian boundary value problem with impulsive effects.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2011

Automatic line mark recognition and its application in camera calibration in soccer video.

[BibT_eX]

[DOI]

Jiang Bu

Songyang Lao

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Video semantic concept detection using ontology.

[BibT_eX]

[DOI]

Songyang Lao

Jinlin Guo

Proceedings of the ICIMCS 2011, 2011

2010

A Framework for Clustering Categorical Time-Evolving Data.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2010

Automatic summarization of rushes video using bipartite graphs.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2010

Task scheduling with load balancing using multiple ant colonies optimization in grid computing.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Natural Computation, 2010

2009

A new initialization method for categorical data clustering.

[BibT_eX]

[DOI]

Fuyuan Cao

Expert Syst. Appl., 2009

Semantic Analysis of Field Sports Video using a Petri-Net of Audio-Visual Concepts.

[BibT_eX]

[DOI]

Comput. J., 2009

Nontrivial solutions for a nonlinear discrete elliptic equation with periodic boundary conditions.

[BibT_eX]

[DOI]

Guang Zhang

Appl. Math. Comput., 2009

Goalmouth Detection in Field-Ball Game Video Using Fuzzy Decision Tree.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Image and Graphics, 2009

2008

Automatic Summarization of Rushes Video Using Bipartite Graphs.

[BibT_eX]

[DOI]

Proceedings of the Semantic Multimedia, 2008

Existence and Stability of Non-zero Steady State Solutions for Discrete Neutral Networks.

[BibT_eX]

[DOI]

Guang Zhang

Yunling Luo

Proceedings of the Fourth International Conference on Natural Computation, 2008

2007

A Semantic Event Detection Approach for Soccer Video based on Perception Concepts and Finiste State Machines.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Distributed simulation and virtual reality visualization of multi-robot distributed receding horizon control systems.

[BibT_eX]

[DOI]

Yan Zhao