Lihui Chen

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 31

Top Topics

Malware Detection

Document Categorization

Malicious Executables

Top Venues

Expert Syst. Appl.

IEEE Trans. Fuzzy Syst.

Publications

Yilun Zheng, Sitao Luan, Lihui Chen
What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks. CoRR (2024)
Yilun Zheng, Jiahao Xu, Lihui Chen
Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network. CoRR (2024)
Jiahao Xu, Charlie Soh Zhanyi, Liwen Xu, Lihui Chen
BlendCSE: Blend contrastive learnings for sentence embeddings with rich semantics and transferability. Expert Syst. Appl. 238 (Part E) (2024)
Jiahao Xu, Yubin Ruan, Wei Bi, Guoping Huang, Shuming Shi, Lihui Chen, Lemao Liu
On Synthetic Data for Back Translation. CoRR (2023)
Jiahao Xu, Wei Shao, Lihui Chen, Lemao Liu
ImSimCSE: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives. CoRR (2023)
Jiahao Xu, Wei Shao, Lihui Chen, Lemao Liu
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings. CoRR (2023)
Jiahao Xu, Wei Shao, Lihui Chen, Lemao Liu
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings. EMNLP (Findings) (2023)
Xinyi Zhang, Jiahao Xu, Charlie Soh, Lihui Chen
LA-HCN: Label-based Attention for Hierarchical Multi-label Text Classification Neural Network. Expert Syst. Appl. 187 (2022)
Jiahao Xu, Yubin Ruan, Wei Bi, Guoping Huang, Shuming Shi, Lihui Chen, Lemao Liu
On Synthetic Data for Back Translation. NAACL-HLT (2022)
Xinyi Zhang, Lihui Chen
mSHINE: A Multiple-meta-paths Simultaneous Learning Framework for Heterogeneous Information Network Embedding. CoRR (2021)
Xinyi Zhang, Jiahao Xu, Charlie Soh, Lihui Chen
LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network. CoRR (2020)
Zhang Xinyi, Lihui Chen
Capsule Graph Neural Network. ICLR (Poster) (2019)
Charlie Soh, Sicheng Yu, Annamalai Narayanan, Santhiya Duraisamy, Lihui Chen
Employee profiling via aspect-based sentiment and network for insider threats detection. Expert Syst. Appl. 135 (2019)
Annamalai Narayanan, Charlie Soh, Lihui Chen, Yang Liu, Lipo Wang
apk2vec: Semi-supervised multi-view representation learning for profiling Android applications. CoRR (2018)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu
A multi-view context-aware approach to Android malware detection and malicious code localization. Empir. Softw. Eng. 23 (3) (2018)
Annamalai Narayanan, Charlie Soh, Lihui Chen, Yang Liu, Lipo Wang
Apk2vec: Semi-Supervised Multi-view Representation Learning for Profiling Android Applications. ICDM (2018)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu
Context-Aware, Adaptive, and Scalable Android Malware Detection Through Online Learning. IEEE Trans. Emerg. Top. Comput. Intell. 1 (3) (2017)
Jian-Ping Mei, Yangtao Wang, Lihui Chen, Chunyan Miao
Large Scale Document Categorization With Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 25 (5) (2017)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu
A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization. CoRR (2017)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu
Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version). CoRR (2017)
Annamalai Narayanan, Mahinthan Chandramohan, Rajasekar Venkatesan, Lihui Chen, Yang Liu, Shantanu Jaiswal
graph2vec: Learning Distributed Representations of Graphs. CoRR (2017)
Yangtao Wang, Lihui Chen, Xiaoli Li
Multiple Medoids based Multi-view Relational Fuzzy Clustering with Minimax Optimization. IJCAI (2017)
Yangtao Wang, Lihui Chen
Multi-view fuzzy clustering with minimax optimization for effective clustering of data from multiple sources. Expert Syst. Appl. 72 (2017)
Annamalai Narayanan, Guozhu Meng, Yang Liu, Jinliang Liu, Lihui Chen
Contextual Weisfeiler-Lehman Graph Kernel For Malware Detection. CoRR (2016)
Annamalai Narayanan, Yang Liu, Lihui Chen, Jinliang Liu
Adaptive and Scalable Android Malware Detection through Online Learning. CoRR (2016)
Yangtao Wang, Lihui Chen
Multi-View Fuzzy Clustering with Minimax Optimization for Effective Clustering of Data from Multiple Sources. CoRR (2016)
Annamalai Narayanan, Yang Liu, Lihui Chen, Jinliang Liu
Adaptive and scalable Android malware detection through online learning. IJCNN (2016)
Yangtao Wang, Lihui Chen
K-MEAP: Multiple Exemplars Affinity Propagation With Specified K Clusters. IEEE Trans. Neural Networks Learn. Syst. 27 (12) (2016)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu, Santhoshkumar Saminathan
subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs. CoRR (2016)
Annamalai Narayanan, Guozhu Meng, Yang Liu, Jinliang Liu, Lihui Chen
Contextual Weisfeiler-Lehman graph kernel for malware detection. IJCNN (2016)
Yangtao Wang, Lihui Chen, Xiaoli Li
Incremental Minimax Optimization based Fuzzy Clustering for Large Multi-view Data. CoRR (2016)
Annamalai Narayanan, Lihui Chen, Chee Keong Chan
AdDetect: Automated detection of Android ad libraries using semantic analysis. ISSNIP (2014)
Yangtao Wang, Lihui Chen, Jian-Ping Mei
Stochastic gradient descent based fuzzy clustering for large data. FUZZ-IEEE (2014)
Jian-Ping Mei, Lihui Chen
Proximity-based k-partitions clustering with ranking for document categorization and analysis. Expert Syst. Appl. 41 (16) (2014)
Yangtao Wang, Lihui Chen, Jian-Ping Mei
Incremental Fuzzy Clustering With Multiple Medoids for Large Data. IEEE Trans. Fuzzy Syst. 22 (6) (2014)
Jian-Ping Mei, Yangtao Wang, Lihui Chen, Chunyan Miao
Incremental fuzzy clustering for document categorization. FUZZ-IEEE (2014)
Yangtao Wang, Lihui Chen
K-MEAP: Generating Specified K Clusters with Multiple Exemplars by Efficient Affinity Propagation. ICDM (2014)
Yangtao Wang, Lihui Chen
Multi-exemplar based clustering for imbalanced data. ICARCV (2014)
Yangtao Wang, Lihui Chen, Chee Keong Chan
Empirical study of soft clustering approaches for large data. ICICS (2013)
Yang Yan, Lihui Chen, Chee Keong Chan
MVS-based semi-supervised clustering. ICICS (2013)
Yun Liu, Feiping Nie, Jigang Wu, Lihui Chen
Efficient semi-supervised feature selection with noise insensitive trace ratio criterion. Neurocomputing 105 (2013)
Yang Yan, Lihui Chen, William-Chandra Tjhi
Fuzzy semi-supervised co-clustering for text documents. Fuzzy Sets Syst. 215 (2013)
Jian-Ping Mei, Lihui Chen
LinkFCM: Relation integrated fuzzy c-means. Pattern Recognit. 46 (1) (2013)
Yang Yan, Lihui Chen, William-Chandra Tjhi
Semi-supervised fuzzy co-clustering algorithm for document categorization. Knowl. Inf. Syst. 34 (1) (2013)
Jian-Ping Mei, Lihui Chen
SumCR: A new subtopic-based extractive approach for text summarization. Knowl. Inf. Syst. 31 (3) (2012)
Nguyen Duc Thang, Lihui Chen, Chee Keong Chan
Clustering with Multiviewpoint-Based Similarity Measure. IEEE Trans. Knowl. Data Eng. 24 (6) (2012)
Yang Yan, Lihui Chen, Nguyen Duc Thang
Semi-supervised clustering with multi-viewpoint based similarity measure. IJCNN (2012)
Jian-Ping Mei, Lihui Chen
A Fuzzy Approach for Multitype Relational Data Clustering. IEEE Trans. Fuzzy Syst. 20 (2) (2012)
Jian-Ping Mei, Lihui Chen
Fuzzy clustering approach for star-structured multi-type relational data. FUZZ-IEEE (2011)
Jian-Ping Mei, Lihui Chen
Document clustering around weighted-medoids. ICICS (2011)
Yang Yan, Lihui Chen
Label-based semi-supervised fuzzy co-clustering for document categoraization. ICICS (2011)
Jian-Ping Mei, Lihui Chen
An enhanced fuzzy c-means clustering using relational information. FSKD (2011)
Nguyen Duc Thang, Lihui Chen, Chee Keong Chan
Robust mixture model-based clustering with genetic algorithm approach. Intell. Data Anal. 15 (3) (2011)
Jian-Ping Mei, Lihui Chen
Fuzzy relational clustering around medoids: A unified view. Fuzzy Sets Syst. 183 (1) (2011)
Nguyen Duc Thang, Lihui Chen, Chee Keong Chan
Multi-viewpoint Based Similarity Measure and Optimality Criteria for Document Clustering. AIRS (2010)
Wenyin Tang, Flora S. Tsai, Lihui Chen
Blended metrics for novel sentence mining. Expert Syst. Appl. 37 (7) (2010)
Jian-Ping Mei, Lihui Chen
Fuzzy clustering with weighted medoids for relational data. Pattern Recognit. 43 (5) (2010)
William-Chandra Tjhi, Lihui Chen
Dual Fuzzy-Possibilistic Coclustering for Categorization of Documents. IEEE Trans. Fuzzy Syst. 17 (3) (2009)
Nguyen Duc Thang, Lihui Chen, Chee Keong Chan
Feature reduction using mixture model of directional distributions. ICARCV (2008)
Jian-Ping Mei, Lihui Chen
Entropy-based robust fuzzy clustering of relational data. SMC (2008)
William-Chandra Tjhi, Lihui Chen
A heuristic-based fuzzy co-clustering algorithm for categorization of high-dimensional data. Fuzzy Sets Syst. 159 (4) (2008)
William-Chandra Tjhi, Lihui Chen
Possibilistic fuzzy co-clustering of large document collections. Pattern Recognit. 40 (12) (2007)
William-Chandra Tjhi, Lihui Chen
Dual Fuzzy-Possibilistic Co-clustering for Document Categorization. ICDM Workshops (2007)
William-Chandra Tjhi, Lihui Chen
Minimum sum-squared residue for fuzzy co-clustering. Intell. Data Anal. 10 (3) (2006)
William-Chandra Tjhi, Lihui Chen
A partitioning based algorithm to fuzzy co-cluster documents and words. Pattern Recognit. Lett. 27 (3) (2006)
William-Chandra Tjhi, Lihui Chen
Flexible Fuzzy Co-clustering with Feature-cluster Weighting. ICARCV (2006)
William-Chandra Tjhi, Lihui Chen
A New Fuzzy Co-clustering Algorithm for Categorization of Datasets with Overlapping Clusters. ADMA (2006)
Haiping Lu, Yun Q. Shi, Alex C. Kot, Lihui Chen
Binary Image Watermarking Through Blurring, Biased Binarization. Int. J. Image Graph. 5 (1) (2005)
William-Chandra Tjhi, Lihui Chen
Fuzzy Co-clustering of Web Documents. CW (2005)
Yu He, Lihui Chen
A threshold criterion, auto-detection and its use in MST-based clustering. Intell. Data Anal. 9 (3) (2005)
Lihui Chen, Chue Wai Lian
Using Web structure and summarisation techniques for Web content mining. Inf. Process. Manag. 41 (5) (2005)
Chao Shi, Lihui Chen
Feature dimension reduction for microarray data analysis using locally linear embedding. APBC (2005)
Hao He, Yan Qiu Chen, Lihui Chen
Applying Fuzzy Aggregated Connectedness (FACT) in Image Segmentation. FSKD (2002)
Ping Zhang, Lihui Chen
A novel feature extraction method and hybrid tree classification for handwritten numeral recognition. Pattern Recognit. Lett. 23 (1-3) (2002)
Haiping Lu, Xuxia Shi, Yun Q. Shi, Alex C. Kot, Lihui Chen
Watermark embedding in DC components of DCT for binary images. IEEE Workshop on Multimedia Signal Processing (2002)
Jin Lu, Lihui Chen
An Architecture for Building User-Driven Web Tasks via Web Services. EC-Web (2002)
Ping Zhang, Lihui Chen
Document filters using morphological and geometrical features of characters. Image Vis. Comput. 19 (12) (2001)
Yuhui Yao, Lihui Chen, Yan Qiu Chen
Associative Clustering for Clusters of Arbitrary Distribution Shapes. Neural Process. Lett. 14 (3) (2001)
Ping Zhang, Lihui Chen, Alex ChiChung Kot
A novel hybrid classifier for recognition of handwritten numerals. SMC (2000)
Jiawei Deng, Lihui Chen
Web Documents Categorization using Fuzzy Representation and HAC. WISE (2) (2000)
Yuhui Yao, Yan Qiu Chen, Lihui Chen
A novel similarity measure for data clustering. Intell. Data Anal. 4 (5) (2000)
Ping Zhang, Lihui Chen, Alex ChiChung Kot
A Floating Feature Detector for Handwritten Numeral Recognition. ICPR (2000)
Yuhui Yao, Lihui Chen, Yan Qiu Chen
Using cluster skeleton as prototype for data labeling. IEEE Trans. Syst. Man Cybern. Part B 30 (6) (2000)
Yuhui Yao, Yan Qiu Chen, Lihui Chen
Dendritic-curve-clustering neural network for unsupervised data labeling. Neural Parallel Sci. Comput. 7 (3) (1999)