Lihui Chen

According to our database, Lihui Chen authored at least 87 papers between 1993 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

BlendCSE: Blend contrastive learnings for sentence embeddings with rich semantics and transferability.

Jiahao Xu, Charlie Soh Zhanyi, Liwen Xu, Lihui Chen

Expert Syst. Appl., March, 2024

What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks.

Yilun Zheng, Sitao Luan, Lihui Chen

CoRR, 2024

Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network.

Yilun Zheng, Jiahao Xu, Lihui Chen

CoRR, 2024

2023

ImSimCSE: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives.

Jiahao Xu, Wei Shao, Lihui Chen, Lemao Liu

CoRR, 2023

SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives.

Jiahao Xu, Wei Shao, Lihui Chen, Lemao Liu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DistillCSE: Distilled Contrastive Learning for Sentence Embeddings.

Jiahao Xu, Wei Shao, Lihui Chen, Lemao Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

mSHINE: A Multiple-Meta-Paths Simultaneous Learning Framework for Heterogeneous Information Network Embedding.

Xinyi Zhang, Lihui Chen

IEEE Trans. Knowl. Data Eng., 2022

LA-HCN: Label-based Attention for Hierarchical Multi-label Text Classification Neural Network.

Xinyi Zhang, Jiahao Xu, Charlie Soh, Lihui Chen

Expert Syst. Appl., 2022

On Synthetic Data for Back Translation.

Jiahao Xu, Yubin Ruan, Wei Bi, Guoping Huang, Shuming Shi, Lihui Chen, Lemao Liu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2020

LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network.

Xinyi Zhang, Jiahao Xu, Charlie Soh, Lihui Chen

CoRR, 2020

2019

Employee profiling via aspect-based sentiment and network for insider threats detection.

Charlie Soh, Sicheng Yu, Annamalai Narayanan, Santhiya Duraisamy, Lihui Chen

Expert Syst. Appl., 2019

Capsule Graph Neural Network.

Zhang Xinyi, Lihui Chen

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

A multi-view context-aware approach to Android malware detection and malicious code localization.

Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu

Empir. Softw. Eng., 2018

Apk2vec: Semi-Supervised Multi-view Representation Learning for Profiling Android Applications.

Annamalai Narayanan, Charlie Soh, Lihui Chen, Yang Liu, Lipo Wang

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Large Scale Document Categorization With Fuzzy Clustering.

Jian-Ping Mei, Yangtao Wang, Lihui Chen, Chunyan Miao

IEEE Trans. Fuzzy Syst., 2017

Context-Aware, Adaptive, and Scalable Android Malware Detection Through Online Learning.

Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu

IEEE Trans. Emerg. Top. Comput. Intell., 2017

Multi-view fuzzy clustering with minimax optimization for effective clustering of data from multiple sources.

Yangtao Wang, Lihui Chen

Expert Syst. Appl., 2017

graph2vec: Learning Distributed Representations of Graphs.

Annamalai Narayanan, Mahinthan Chandramohan, Rajasekar Venkatesan, Lihui Chen, Yang Liu, Shantanu Jaiswal

CoRR, 2017

Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version).

Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu

CoRR, 2017

Multiple Medoids based Multi-view Relational Fuzzy Clustering with Minimax Optimization.

Yangtao Wang, Lihui Chen, Xiaoli Li

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

K-MEAP: Multiple Exemplars Affinity Propagation With Specified K Clusters.

Yangtao Wang, Lihui Chen

IEEE Trans. Neural Networks Learn. Syst., 2016

Incremental Minimax Optimization based Fuzzy Clustering for Large Multi-view Data.

Yangtao Wang, Lihui Chen, Xiaoli Li

CoRR, 2016

subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs.

Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu, Santhoshkumar Saminathan

CoRR, 2016

Contextual Weisfeiler-Lehman graph kernel for malware detection.

Annamalai Narayanan, Guozhu Meng, Yang Liu, Jinliang Liu, Lihui Chen

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Adaptive and scalable Android malware detection through online learning.

Annamalai Narayanan, Yang Liu, Lihui Chen, Jinliang Liu

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2014

Incremental Fuzzy Clustering With Multiple Medoids for Large Data.

Yangtao Wang, Lihui Chen, Jian-Ping Mei

IEEE Trans. Fuzzy Syst., 2014

Proximity-based k-partitions clustering with ranking for document categorization and analysis.

Jian-Ping Mei, Lihui Chen

Expert Syst. Appl., 2014

AdDetect: Automated detection of Android ad libraries using semantic analysis.

Annamalai Narayanan, Lihui Chen, Chee Keong Chan

Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

K-MEAP: Generating Specified K Clusters with Multiple Exemplars by Efficient Affinity Propagation.

Yangtao Wang, Lihui Chen

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Multi-exemplar based clustering for imbalanced data.

Yangtao Wang, Lihui Chen

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Stochastic gradient descent based fuzzy clustering for large data.

Yangtao Wang, Lihui Chen, Jian-Ping Mei

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Incremental fuzzy clustering for document categorization.

Jian-Ping Mei, Yangtao Wang, Lihui Chen, Chunyan Miao

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

LinkFCM: Relation integrated fuzzy c-means.

Jian-Ping Mei, Lihui Chen

Pattern Recognit., 2013

Semi-supervised fuzzy co-clustering algorithm for document categorization.

Yang Yan, Lihui Chen, William-Chandra Tjhi

Knowl. Inf. Syst., 2013

Efficient semi-supervised feature selection with noise insensitive trace ratio criterion.

Yun Liu, Feiping Nie, Jigang Wu, Lihui Chen

Neurocomputing, 2013

Fuzzy semi-supervised co-clustering for text documents.

Yang Yan, Lihui Chen, William-Chandra Tjhi

Fuzzy Sets Syst., 2013

MVS-based semi-supervised clustering.

Yang Yan, Lihui Chen, Chee Keong Chan

Proceedings of the 9th International Conference on Information, 2013

Empirical study of soft clustering approaches for large data.

Yangtao Wang, Lihui Chen, Chee Keong Chan

Proceedings of the 9th International Conference on Information, 2013

2012

Clustering with Multiviewpoint-Based Similarity Measure.

Nguyen Duc Thang, Lihui Chen, Chee Keong Chan

IEEE Trans. Knowl. Data Eng., 2012

A Fuzzy Approach for Multitype Relational Data Clustering.

Jian-Ping Mei, Lihui Chen

IEEE Trans. Fuzzy Syst., 2012

SumCR: A new subtopic-based extractive approach for text summarization.

Jian-Ping Mei, Lihui Chen

Knowl. Inf. Syst., 2012

Semi-supervised clustering with multi-viewpoint based similarity measure.

Yang Yan, Lihui Chen, Nguyen Duc Thang

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Robust mixture model-based clustering with genetic algorithm approach.

Nguyen Duc Thang, Lihui Chen, Chee Keong Chan

Intell. Data Anal., 2011

Fuzzy relational clustering around medoids: A unified view.

Jian-Ping Mei, Lihui Chen

Fuzzy Sets Syst., 2011

Fuzzy clustering approach for star-structured multi-type relational data.

Jian-Ping Mei, Lihui Chen

Proceedings of the FUZZ-IEEE 2011, 2011

An enhanced fuzzy c-means clustering using relational information.

Jian-Ping Mei, Lihui Chen

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Label-based semi-supervised fuzzy co-clustering for document categoraization.

Yang Yan, Lihui Chen

Proceedings of the 8th International Conference on Information, 2011

Document clustering around weighted-medoids.

Jian-Ping Mei, Lihui Chen

Proceedings of the 8th International Conference on Information, 2011

2010

Fuzzy clustering with weighted medoids for relational data.

Jian-Ping Mei, Lihui Chen

Pattern Recognit., 2010

Blended metrics for novel sentence mining.

Wenyin Tang, Flora S. Tsai, Lihui Chen

Expert Syst. Appl., 2010

Multi-viewpoint Based Similarity Measure and Optimality Criteria for Document Clustering.

Nguyen Duc Thang, Lihui Chen, Chee Keong Chan

Proceedings of the Information Retrieval Technology, 2010

2009

Dual Fuzzy-Possibilistic Coclustering for Categorization of Documents.

William-Chandra Tjhi, Lihui Chen

IEEE Trans. Fuzzy Syst., 2009

2008

A heuristic-based fuzzy co-clustering algorithm for categorization of high-dimensional data.

William-Chandra Tjhi, Lihui Chen

Fuzzy Sets Syst., 2008

Entropy-based robust fuzzy clustering of relational data.

Jian-Ping Mei, Lihui Chen

Proceedings of the IEEE International Conference on Systems, 2008

Feature reduction using mixture model of directional distributions.

Nguyen Duc Thang, Lihui Chen, Chee Keong Chan

Proceedings of the 10th International Conference on Control, 2008

2007

Possibilistic fuzzy co-clustering of large document collections.

William-Chandra Tjhi, Lihui Chen

Pattern Recognit., 2007

Dual Fuzzy-Possibilistic Co-clustering for Document Categorization.

William-Chandra Tjhi, Lihui Chen

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

A partitioning based algorithm to fuzzy co-cluster documents and words.

William-Chandra Tjhi, Lihui Chen

Pattern Recognit. Lett., 2006

Minimum sum-squared residue for fuzzy co-clustering.

William-Chandra Tjhi, Lihui Chen

Intell. Data Anal., 2006

Flexible Fuzzy Co-clustering with Feature-cluster Weighting.

William-Chandra Tjhi, Lihui Chen

Proceedings of the Ninth International Conference on Control, 2006

A New Fuzzy Co-clustering Algorithm for Categorization of Datasets with Overlapping Clusters.

William-Chandra Tjhi, Lihui Chen

Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005

Using Web structure and summarisation techniques for Web content mining.

Lihui Chen, Chue Wai Lian

Inf. Process. Manag., 2005

Binary Image Watermarking Through Blurring, Biased Binarization.

Haiping Lu, Yun Q. Shi, Alex C. Kot, Lihui Chen

Int. J. Image Graph., 2005

A threshold criterion, auto-detection and its use in MST-based clustering.

Yu He, Lihui Chen

Intell. Data Anal., 2005

Fuzzy Co-clustering of Web Documents.

William-Chandra Tjhi, Lihui Chen

Proceedings of the 4th International Conference on Cyberworlds (CW 2005), 2005

Feature dimension reduction for microarray data analysis using locally linear embedding.

Chao Shi, Lihui Chen

Proceedings of 3rd Asia-Pacific Bioinformatics Conference, 17-21 January 2005, Singapore, 2005

2002

A novel feature extraction method and hybrid tree classification for handwritten numeral recognition.

Ping Zhang, Lihui Chen

Pattern Recognit. Lett., 2002

Applying Fuzzy Aggregated Connectedness (FACT) in Image Segmentation.

Hao He, Yan Qiu Chen, Lihui Chen

Proceedings of the FSDK'02, 2002

An Architecture for Building User-Driven Web Tasks via Web Services.

Jin Lu, Lihui Chen

Proceedings of the E-Commerce and Web Technologies, Third International Conference, 2002

Watermark embedding in DC components of DCT for binary images.

Haiping Lu, Xuxia Shi, Yun Q. Shi, Alex C. Kot, Lihui Chen

Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001

Associative Clustering for Clusters of Arbitrary Distribution Shapes.

Yuhui Yao, Lihui Chen, Yan Qiu Chen

Neural Process. Lett., 2001

Document filters using morphological and geometrical features of characters.

Ping Zhang, Lihui Chen

Image Vis. Comput., 2001

A practical and efficient approach to the constrained via minimization problem.

Maolin Tang, Li-Hui Chen, Hock Chuan Chua

Comput. Electr. Eng., 2001

2000

Using cluster skeleton as prototype for data labeling.

Yuhui Yao, Lihui Chen, Yan Qiu Chen

IEEE Trans. Syst. Man Cybern. Part B, 2000

Fast mapping algorithm for histogram to binary set conversion.

Tao Chen, Li-Hui Chen

Pattern Recognit. Lett., 2000

A novel similarity measure for data clustering.

Yuhui Yao, Yan Qiu Chen, Lihui Chen

Intell. Data Anal., 2000

Web Documents Categorization using Fuzzy Representation and HAC.

Jiawei Deng, Lihui Chen

Proceedings of the WISE 2000, 2000

A novel hybrid classifier for recognition of handwritten numerals.

Ping Zhang, Lihui Chen, Alex ChiChung Kot

Proceedings of the IEEE International Conference on Systems, 2000

A Floating Feature Detector for Handwritten Numeral Recognition.

Ping Zhang, Lihui Chen, Alex ChiChung Kot

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Tri-state median filter for image denoising.

Tao Chen, Kai-Kuang Ma, Li-Hui Chen

IEEE Trans. Image Process., 1999

Colour Image Indexing Using SOM for Region-of-Interest Retrieval.

Tao Chen, Li-Hui Chen, Kai-Kuang Ma

Pattern Anal. Appl., 1999

Dendritic-curve-clustering neural network for unsupervised data labeling.

Yuhui Yao, Yan Qiu Chen, Lihui Chen

Neural Parallel Sci. Comput., 1999

1998

Grammatical Inference using an Adaptive Recurrent Neural Network.

Li-Hui Chen, Hock Chuan Chua, Poy-Boon Tan

Neural Process. Lett., 1998

Extending Learning Feasibility Through Feedforward Sequential Learning.

Michael K. Weir, Li-Hui Chen

J. Adv. Comput. Intell. Intell. Informatics, 1998

Discrete wavelet frame representations of color texture features for image query.

Tao Chen, Kai-Kuang Ma, Li-Hui Chen

Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

ROI-Oriented Image Query and Indexing for Content-based Retrieval.

Tao Chen, Li-Hui Chen, Kai-Kuang Ma

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1993

Modelling continuous sequential behaviour to enhance training and generalization in neural networks.

Lihui Chen

PhD thesis, 1993