Liang Bai

Orcid: 0000-0002-0380-2995

According to our database1, Liang Bai authored at least 124 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Contrastive clustering with a graph consistency constraint.
Pattern Recognit., February, 2024

EHR-KnowGen: Knowledge-enhanced multimodal learning for disease diagnosis generation.
Inf. Fusion, February, 2024

A zero-shot learning boosting framework via concept-constrained clustering.
Pattern Recognit., January, 2024

Emergence of collective adaptive response based on visual variation.
Inf. Sci., January, 2024

2023
Generalized Few-Shot Classification with Knowledge Graph.
Neural Process. Lett., December, 2023

Label Propagation Based on Bipartite Graph.
Neural Process. Lett., December, 2023

Exploring the role of edge distribution in graph convolutional networks.
Neural Networks, November, 2023

Dual-channel embedding learning model for partially labeled attributed networks.
Pattern Recognit., October, 2023

Spectral clustering with robust self-learning constraints.
Artif. Intell., July, 2023

High-order graph attention network.
Inf. Sci., June, 2023

Self-Constrained Spectral Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading.
IEEE Trans. Multim., 2023

A new contrastive learning framework for reducing the effect of hard negatives.
Knowl. Based Syst., 2023

Emergence of Adaptation of Collective Behavior Based on Visual Perception.
IEEE Internet Things J., 2023

Incremental label propagation for data sets with imbalanced labels.
Neurocomputing, 2023

Refined Response Distillation for Class-Incremental Player Detection.
CoRR, 2023

A 135 GBps/Gbit 0.66 pJ/bit Stacked Embedded DRAM with Multilayer Arrays by Fine Pitch Hybrid Bonding and Mini-TSV.
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.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Contrastive Learning with the Feature Reconstruction Amplifier.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Self-supervised spectral clustering with exemplar constraints.
Pattern Recognit., 2022

A categorical data clustering framework on graph representation.
Pattern Recognit., 2022

The emergence of collective obstacle avoidance based on a visual perception mechanism.
Inf. Sci., 2022

Few2Decide: towards a robust model via using few neuron connections to decide.
Int. J. Multim. Inf. Retr., 2022

A novel conditional anonymity scheme for vehicular communication networks.
Int. J. Commun. Syst., 2022

Deep Learning for Visual Speech Analysis: A Survey.
CoRR, 2022

Incomplete multi-view clustering via local and global co-regularization.
Sci. China Inf. Sci., 2022

Dual Bidirectional Graph Convolutional Networks for Zero-shot Node Classification.
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.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Task Location Distribution Based Genetic Algorithm for UAV Mobile Crowd Sensing.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2022

2021
Semi-Supervised Clustering With Constraints of Different Types From Multiple Information Sources.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Towards a high robust neural network via feature matching.
Int. J. Multim. Inf. Retr., 2021

AEAD Modes for ZUC Family Stream Ciphers.
CoRR, 2021

2020
New label propagation algorithm with pairwise constraints.
Pattern Recognit., 2020

Your Knock Is My Command: Binary Hand Gesture Recognition on Smartphone with Accelerometer.
Mob. Inf. Syst., 2020

A multiple <i>k</i>-means clustering ensemble algorithm to find nonlinearly separable clusters.
Inf. Fusion, 2020

Efficient Algorithm for the Identification of Node Significance in Complex Network.
IEEE Access, 2020

Group Chase and Escape of Biological Groups Based on a Visual Perception-Decision-Propulsion Model.
IEEE Access, 2020

A survey of text classification models.
Proceedings of the RICAI 2020: 2nd International Conference on Robotics, 2020

Sparse Subspace Clustering with Entropy-Norm.
Proceedings of the 37th International Conference on Machine Learning, 2020

GeoAI-based Epidemic Control with Geo-Social Data Sharing on Blockchain.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

A Survey of Depth Estimation Based on Computer Vision.
Proceedings of the 5th IEEE International Conference on Data Science in Cyberspace, 2020

Application of Self-service Analysis Tool for Data Management Application.
Proceedings of the Cyber Security Intelligence and Analytics, 2020

A Resource Management Model for Real-time Edge System of Multiple Robots.
Proceedings of the 7th IEEE International Conference on Cyber Security and Cloud Computing, 2020

A Three-Level Optimization Model for Nonlinearly Separable Clustering.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
An Information-Theoretical Framework for Cluster Ensemble.
IEEE Trans. Knowl. Data Eng., 2019

On the Second Relative Greedy Weight of 4-Dimensional Codes.
IEEE Trans. Inf. Theory, 2019

Data-Driven Adaptive Iterative Learning Method for Active Vibration Control Based on Imprecise Probability.
Symmetry, 2019

Semantically-enhanced kernel canonical correlation analysis: a multi-label cross-modal retrieval.
Multim. Tools Appl., 2019

The Software Gene-Based Test Set Automatic Generation Framework for Antivirus Software.
J. Softw., 2019

A dual privacy-preservation scheme for cloud-based eHealth systems.
J. Inf. Secur. Appl., 2019

On the third greedy weight of 4-dimensional codes.
Des. Codes Cryptogr., 2019

Social Network-Oriented Learning Agent for Improving Group Intelligence Coordination.
IEEE Access, 2019

2018
Bag of Surrogate Parts Feature for Visual Recognition.
IEEE Trans. Multim., 2018

An Ensemble Clusterer of Multiple Fuzzy k-Means Clusterings to Recognize Arbitrarily Shaped Clusters.
IEEE Trans. Fuzzy Syst., 2018

Irrelevance reduction with locality-sensitive hash learning for efficient cross-media retrieval.
Multim. Tools Appl., 2018

A novel community detection algorithm based on simplification of complex networks.
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).
计算机科学, 2018

SWATS: A Lightweight VANET Anonymous Traceback System Based on Random Superposition Watermarking.
Proceedings of the 2018 IEEE SmartWorld, 2018

Deep Convolutional Neural Network for Correlating Images and Sentences.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Design and Implementation of Convolutional Neural Network Accelerator with Variable Layer-by-layer Debugging.
Proceedings of the 2018 2nd International Conference on Deep Learning Technologies, 2018

Reference Based on Adaptive Attention Mechanism for Image Captioning.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

PFNet: A Novel Part Fusion Network for Fine-Grained Image Categorization.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Online behavior analysis-based blended learning model.
Proceedings of ACM Turing Celebration Conference - China, 2018

Problem-driven teaching activities for the capstone project course of data science.
Proceedings of ACM Turing Celebration Conference - China, 2018

Knowledge-driven practice for the capstone project course of data science.
Proceedings of ACM Turing Celebration Conference - China, 2018

Research on Acceleration Method of Speech Recognition Training.
Proceedings of the Advanced Computer Architecture - 12th Conference, 2018

2017
Fast density clustering strategies based on the k-means algorithm.
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).
计算机科学, 2017

Fast graph clustering with a new description model for community detection.
Inf. Sci., 2017

A vehicular ad hoc network privacy protection scheme without a trusted third party.
Int. J. Distributed Sens. Networks, 2017

Variational approach to differential equations with not instantaneous impulses.
Appl. Math. Lett., 2017

Large-field 3D imaging using an array of gradually-changed FOV cameras.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Deep Convolutional Neural Network for Bidirectional Image-Sentence Mapping.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Utilizing Locality-Sensitive Hash Learning for Cross-Media Retrieval.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Ranking Node Importance in Large-Scale Complex Network: From a Perspective of Local Abnormal Links.
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.
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).
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).
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).
计算机科学, 2016

A Deep Two-Stream Network for Bidirectional Cross-Media Information Retrieval.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Research of Meso-pore Structures of Eco-material.
Proceedings of the Advances in Image and Graphics Technologies - 11th Chinese Conference, 2016

An Efficient Tool for Industrial Control System Security Analysis.
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

Cross-Media Information Retrieval with Deep Convolutional Neural Network.
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.
Neurocomputing, 2015

Construct a Bipartite Signed Network in YouTube.
Int. J. Multim. Data Eng. Manag., 2015

Cluster validity functions for categorical data: a solution-space perspective.
Data Min. Knowl. Discov., 2015

Convolutional Neural Networks Features: Principal Pyramidal Convolution.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Comparison on system observable degree analysis methods for target tracking.
Proceedings of the IEEE International Conference on Information and Automation, 2015

Constructing Social Networks Based on Near-Duplicate Detection in YouTube Videos.
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.
Proceedings of the 10th International Conference on Information, 2015

2014
The k-modes type clustering plus between-cluster information for categorical data.
Neurocomputing, 2014

A Comparison between Artificial Neural Network and Cascade-Correlation Neural Network in Concept Classification.
Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014

A Cartoon Image Annotation and Retrieval System Supporting Fast Cartoon Making.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

Automatic Movie Summarization Based on the Visual-Audio Features.
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.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Fast global k-means clustering based on local geometrical information.
Inf. Sci., 2013

A novel fuzzy clustering algorithm with between-cluster information for categorical data.
Fuzzy Sets Syst., 2013

Solvability of second-order Hamiltonian systems with impulses via variational method.
Appl. Math. Comput., 2013

2012
The K -Means-Type Algorithms Versus Imbalanced Data Distributions.
IEEE Trans. Fuzzy Syst., 2012

A dissimilarity measure for the k-Modes clustering algorithm.
Knowl. Based Syst., 2012

A cluster centers initialization method for clustering categorical data.
Expert Syst. Appl., 2012

2011
A novel attribute weighting algorithm for clustering high-dimensional categorical data.
Pattern Recognit., 2011

Existence and multiplicity of solutions for an impulsive boundary value problem with a parameter via critical point theory.
Math. Comput. Model., 2011

An initialization method to simultaneously find initial cluster centers and the number of clusters for clustering categorical data.
Knowl. Based Syst., 2011

An application of variational method to a class of Dirichlet boundary value problems with impulsive effects.
J. Frankl. Inst., 2011

Three solutions for a p-Laplacian boundary value problem with impulsive effects.
Appl. Math. Comput., 2011

Automatic line mark recognition and its application in camera calibration in soccer video.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Video semantic concept detection using ontology.
Proceedings of the ICIMCS 2011, 2011

2010
A Framework for Clustering Categorical Time-Evolving Data.
IEEE Trans. Fuzzy Syst., 2010

Automatic summarization of rushes video using bipartite graphs.
Multim. Tools Appl., 2010

Task scheduling with load balancing using multiple ant colonies optimization in grid computing.
Proceedings of the Sixth International Conference on Natural Computation, 2010

2009
A new initialization method for categorical data clustering.
Expert Syst. Appl., 2009

Semantic Analysis of Field Sports Video using a Petri-Net of Audio-Visual Concepts.
Comput. J., 2009

Nontrivial solutions for a nonlinear discrete elliptic equation with periodic boundary conditions.
Appl. Math. Comput., 2009

Goalmouth Detection in Field-Ball Game Video Using Fuzzy Decision Tree.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

2008
Automatic Summarization of Rushes Video Using Bipartite Graphs.
Proceedings of the Semantic Multimedia, 2008

Existence and Stability of Non-zero Steady State Solutions for Discrete Neutral Networks.
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.
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.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2007

A Semantic Content Analysis Model for Sports Video Based on Perception Concepts and Finite State Machines.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Video Semantic Content Analysis Framework Based on Ontology Combined MPEG-7.
Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2005
Feature analysis and extraction for audio automatic classification.
Proceedings of the IEEE International Conference on Systems, 2005

An Adaptive Scheduling Algorithm for Molecule Docking Design on Grid.
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005

2004
Structuring Soccer Video Based on Audio Classification and Segmentation Using Hidden Markov Model.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004


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