Zhenxiang Chen

173 papers A* 2A 1B 13C 7Misc 5Journal 63Unranked 82

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ESEN: Evidence-aware Semantic Enhancement Network for Fact-checking Fake News Detection. Eng. Appl. Artif. Intell. Yanfang Qiu, Kun Ma, Xiaoyun Liu, Ke Ji, Zhenxiang Chen, Bo Yang
2026	J	`jnl`	Efficient Three-Party Private Set Operation With Bilinear Map. Concurr. Comput. Pract. Exp. Jun Xu, Yu Shang, Shengnan Zhao, Baoyin Sun, Shan Jing, Zhenxiang Chen, Chuan Zhao
2026	J	`jnl`	FGFR-Net: An Improved Residual Network Encrypted Traffic Classification Model Based on Byte-Level Traffic Graphs. J. Netw. Syst. Manag. Yi Zhang, Shanshan Wang, Zhenxiang Chen, Bo Yang
2026	J	`jnl`	Towards efficient and secure vertical federated learning with additive ensemble. Int. J. Mach. Learn. Cybern. Shanshan Wang, Zhenxiang Chen, Jianing Liu, Wenlin Xu
2025	J	`jnl`	DSEN-EK: Dual-layer Semantic Information Extraction Network with External Knowledge for Fake News Detection. Int. J. Web Inf. Syst. Yanfang Qiu, Kun Ma, Weijuan Zhang, Run Pan, Zhenxiang Chen
2025	—	`conf`	DSF-SL: A Dual-Stream Fusion Network with Soft Labels for Robust Facial Expression Recognition. ICIC (6) Haoyu Liu, Xiaoqing Jiang, Chenyang Liang, Peizhi Sun, Jianwei Gu, Bang Li, Haoran Sun, Tuchuan Chen, Zhenxiang Chen
2025	J	`jnl`	Dynamic Client Distillation for Semi-Supervised Federated Learning in a Realistic Scenario. IEEE Trans. Medical Imaging Ning Shen, Tingfa Xu, Shiqi Huang, Zhenxiang Chen, Jianan Li
2025	J	`jnl`	EDCIN: enhanced dual-channel interaction network for multi-label text classification. Int. J. Web Inf. Syst. Xiaoyun Liu, Kun Ma, Weijuan Zhang, Yanfang Qiu, Zhenxiang Chen, Ke Ji, Bo Yang
2025	J	`jnl`	FastMS-CDA: speeding up adversarial sample generation with multistage diffusion model. J. Supercomput. Linying Zhu, Shanshan Wang, Zhenxiang Chen, Yi Zhang
2025	J	`jnl`	FedCAPrivacy: Privacy-Preserving Heterogeneous Federated Learning with Anonymous Adaptive Clustering. CoRR Yunan Wei, Shengnan Zhao, Chuan Zhao, Zhe Liu, Zhenxiang Chen, Minghao Zhao
2025	J	`jnl`	Imbalanced ensemble learning leveraging a novel data-level diversity metric. Pattern Recognit. Ying Pang, Lizhi Peng, Haibo Zhang, Zhenxiang Chen, Bo Yang
2025	A*	`conf`	MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking. CVPR Haolin Qin, Tingfa Xu, Tianhao Li, Zhenxiang Chen, Tao Feng, Jianan Li
2025	J	`jnl`	MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking. CoRR Haolin Qin, Tingfa Xu, Tianhao Li, Zhenxiang Chen, Tao Feng, Jianan Li
2025	—	`conf`	Multi-GAFL: Multi-Group Aggregation for Protecting Privacy and Mitigating Poisoning Attack in Federated Learning. ICC Yucheng Lin, Shengnan Zhao, Yunan Wei, Chuan Zhao, Zhenxiang Chen, Shanqing Guo
2025	J	`jnl`	Multi-Party Private Set Intersection With One-Round Online Interaction. IEEE Trans. Inf. Forensics Secur. Shengnan Zhao, Shimeng Lu, Yu Meng, Chuan Zhao, Shan Jing, Zhenxiang Chen, Qiuliang Xu
2025	—	`conf`	REDFL: Robust and Efficient Decentralized Federated Learning Based on Committee Consensus. ICC Jiayao Li, Wentao Ma, Chuan Zhao, Kun Zhao, Jiyang Chen, Zhenxiang Chen
2025	J	`jnl`	Robust recommendation-oriented malicious attack detection method. Inf. Sci. Hui Liu, Ke Ji, Kun Ma, Zhenxiang Chen, Jin Zhou, Jun Wu
2025	C	`conf`	Some Commonly Used Features are Not Reliable: Enhancing Command Identification in Smart Home Wi-Fi Traffic Data. CSCWD Pingchuan Ma, Zexiong Xiang, Yiwen Li, Jian Chen, Shanshan Wang, Zhenxiang Chen
2025	J	`jnl`	WiViPose: A Video-Aided Wi-Fi Framework for Environment-Independent 3D Human Pose Estimation. IEEE Trans. Multim. Lei Zhang, Haoran Ning, Jiaxin Tang, Zhenxiang Chen, Yaping Zhong, Yahong Han
2024	C	`conf`	A Multimodal Fusion Framework for Fake News Detection via Multi-Attention Mechanism. ISPA Yongxin Yu, Yanqiang Li, Ke Ji, Zhenxiang Chen, Kun Ma, Xiaofan Zhao
2024	—	`conf`	BBLMixSTE: Barbell Tokenizer for Autism Spectrum Disorder Video Reconstruction. ICONIP (8) Chenyang Liang, Jianwei Gu, Xiaoqing Jiang, Haoyu Liu, Peizhi Sun, Jianbin Zhang, Kaiyun Li, Zhenxiang Chen, Peixin Sun
2024	—	`conf`	Constructing Adversarial Network Attacks in Realistic Network Environments. ICIC (9) Hanwen Li, Shanshan Wang, Yadi Han, Changlin Liu, Zhenxiang Chen
2024	—	`conf`	DGEAHorNet: High-order Spatial Interaction Network with Dual Cross Global Efficient Attention for Skin Lesion Segmentation. BIBM Haixin Peng, Yanjun Peng, Xue Chen, Zhenxiang Chen
2024	J	`jnl`	Edge Feature Enhancement for Fine-Grained Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Zhenxiang Chen, Tingfa Xu, Yongzhuo Pan, Ning Shen, Huan Chen, Jianan Li
2024	C	`conf`	Encrypted Malicious Traffic Detection Based on Graph Convolutional Network and Temporal Dissection. CSCWD Yuchen Liu, Shanshan Wang, Jin Au-Yeung, Zhenxiang Chen
2024	J	`jnl`	Feature-Enhanced Convolutional Attention for Unstable Rock Detection in Aerial Images. IEEE Geosci. Remote. Sens. Lett. Peiran Peng, Zhenxiang Chen, Jianan Li, Shuaihao Han, Tongtong Gao, Lang Hong, Tingfa Xu
2024	J	`jnl`	Graph-based multi-information integration network with external news environment perception for Propaganda detection. Int. J. Web Inf. Syst. Xinyu Liu, Kun Ma, Ke Ji, Zhenxiang Chen, Bo Yang
2024	—	`conf`	Inspection Robot Fault Detection Based on Electric Power Big Data and Target Detection Algorithm. FAIML Aihua Yang, Tianke Fang, Elcid A. Serrano, Yusen Chi, Fucai Liu, Zhenxiang Chen
2024	—	`conf`	KGhish: A Phishing Website Detection Method Based on Knowledge Graph. ICIC (13) Changlin Liu, Shanshan Wang, Zhenxiang Chen, Limei Huang, Yan Li, Hanwen Li
2024	—	`conf`	LBRFL: Lightweight Privacy-Preserving Federated Learning with Byzantine-Robustness. ICONIP (11) Pingzhang Shen, Shengnan Zhao, Jun Xu, Chuan Zhao, Zhenxiang Chen, Shanqing Guo
2024	—	`conf`	MHDF: Multi-source Heterogeneous Data Progressive Fusion for Fake News Detection. PAKDD (5) Yongxin Yu, Ke Ji, Yuan Gao, Zhenxiang Chen, Kun Ma, Jun Wu
2024	—	`conf`	Malicious Attack Detection Method for Recommendation Systems Based on Meta-pseudo Labels and Dynamic Features. APWeb/WAIM (4) Hui Liu, Ke Ji, Zhenxiang Chen, Kun Ma, Xiaofan Zhao
2024	A*	`conf`	Multi-scale Change-Aware Transformer for Remote Sensing Image Change Detection. ACM Multimedia Huan Chen, Tingfa Xu, Zhenxiang Chen, Peifu Liu, Huiyan Bai, Jianan Li
2024	J	`jnl`	Privacy-Preserving Collaborative Learning for Genome Analysis via Secure XGBoost. IEEE Trans. Dependable Secur. Comput. Mohammed Shujaa Aldeen, Chuan Zhao, Zhenxiang Chen, Liming Fang, Zhe Liu
2024	—	`conf`	Research on Varicose Vein Bleeding Risk Prediction Based on Multimodal Machine Learning. CBD Jianing Liu, Shanshan Wang, Zhenyu Zhao, Shuhang Wei, Zhenxiang Chen, Shuai Liu
2024	J	`jnl`	SEN-CTD: semantic enhancement network with content-title discrepancy for fake news detection. Int. J. Web Inf. Syst. Jiaqi Fang, Kun Ma, Yanfang Qiu, Ke Ji, Zhenxiang Chen, Bo Yang
2024	—	`conf`	Secure and Robust Privacy-Preserving Federated Learning For Heterogeneous Resource. ICICS (1) Amina El Garne, Yunan Wei, Yucheng Lin, Shengnan Zhao, Chuan Zhao, Zhenxiang Chen
2024	J	`jnl`	Wi-Diag: Robust Multisubject Abnormal Gait Diagnosis With Commodity Wi-Fi. IEEE Internet Things J. Lei Zhang, Yazhou Ma, Xiaojie Fan, Xiaochen Fan, Yonggang Zhang, Zhenxiang Chen, Xianyi Chen, Daqing Zhang
2023	—	`conf`	Adversarial Attack with Genetic Algorithm against IoT Malware Detectors. ICC Peng Yuan, Shanshan Wang, Chuan Zhao, Wenyue Wang, Daokuan Bai, Lizhi Peng, Zhenxiang Chen
2023	C	`conf`	CSLog: Anomaly Detection for Syslog Based on Contrastive Self-Supervised Representation Learning. APNOMS Shuhao Yan, Shanshan Wang, Zhenxiang Chen, Xiaoqing Jiang, Xueyang Cao
2023	J	`jnl`	DC-CNN: Dual-channel Convolutional Neural Networks with attention-pooling for fake news detection. Appl. Intell. Kun Ma, Changhao Tang, Weijuan Zhang, Benkuan Cui, Ke Ji, Zhenxiang Chen, Ajith Abraham
2023	B	`conf`	Decentralized Reinforced Anonymous FLchain: a Secure Federated Learning Architecture for the Medical Industry. COMPSAC Chenghan Wang, Shanshan Wang, Chuan Zhao, Wenyue Wang, Bin Hu, Youmian Wang, Lin Wang, Zhenxiang Chen
2023	—	`conf`	Devils in the Clouds: An Evolutionary Study of Telnet Bot Loaders. ICC Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Alberto Giaretta, Enlong Li, Lizhi Peng, Chuan Zhao, Mauro Conti
2023	—	`conf`	Estimate Heart Rate from Recovered Facial Signal. BIC Hucheng Wang, Zhenxiang Chen, Xiaoqing Jiang, Bo Yang
2023	B	`conf`	Exploring Wi-Fi Privacy Disclosure: A Novel Approach to User Identity Prediction Based on Traffic Multi-level Information. ICPADS Yiwen Li, Shanshan Wang, Zhenxiang Chen, Xueyang Cao, Yadi Han
2023	J	`jnl`	Intra-graph and Inter-graph joint information propagation network with third-order text graph tensor for fake news detection. Appl. Intell. Benkuan Cui, Kun Ma, Leping Li, Weijuan Zhang, Ke Ji, Zhenxiang Chen, Ajith Abraham
2023	—	`conf`	Low-Frequency Aware Unsupervised Detection of Dark Jargon Phrases on Social Platforms. PRICAI (2) Limei Huang, Shanshan Wang, Changlin Liu, Xueyang Cao, Yadi Han, Shaolei Liu, Zhenxiang Chen
2023	B	`conf`	Measurement of Illegal Android Gambling App Ecosystem From Joint Promotion Perspective. DSAA Yadi Han, Shanshan Wang, Yiwen Li, Xueyang Cao, Limei Huang, Zhenxiang Chen
2023	—	`conf`	Multimodal Fake News Detection Based on Multi-source Heterogeneous Data Fusion. PAAP Yongxin Yu, Ke Ji, Yuan Gao, Zhenxiang Chen, Kun Ma, Jun Wu
2023	B	`conf`	Overcoming Noisy Labels in Federated Learning Through Local Self-Guiding. CCGrid Daokuan Bai, Shanshan Wang, Wenyue Wang, Hua Wang, Chuan Zhao, Peng Yuan, Zhenxiang Chen
2023	Misc	`conf`	Practical Single-Round Secure Wildcard Pattern Matching. SEC Jun Xu, Shengnan Zhao, Chuan Zhao, Zhenxiang Chen, Zhe Liu, Liming Fang
2023	—	`conf`	Prediction method for college student's mental health state based on association rules. BIC Zhengli Wang, Zhenxiang Chen, Xiaoqing Jiang, Peicheng Wang, Hucheng Wang
2023	—	`conf`	Psychological Stress Assessment Method Based on Learning Using Privileged Information Framework. ICBIP Peicheng Wang, Zhenxiang Chen, Xiaoqing Jiang, Yanqi Song
2023	B	`conf`	Safety or Not? A Comparative Study for Deep Learning Apps on Smartphones. TrustCom Jin Au-Yeung, Shanshan Wang, Yuchen Liu, Zhenxiang Chen
2023	B	`conf`	Speaker recognition system of flexible throat microphone using contrastive learning. CCGrid Weiliang Zheng, Zhenxiang Chen, Yang Li, Xiaoqing Jiang, Xueyang Cao
2023	J	`jnl`	TM-HOL: Topic memory model for detection of hate speech and offensive language. Concurr. Comput. Pract. Exp. Jing Chen, Kun Ma, Ke Ji, Zhenxiang Chen
2023	—	`conf`	The Secondary Isolated Data Island: Isolated Data Island Caused by Blockchain in Federated Learning. BIBM Chenghan Wang, Shanshan Wang, Chuan Zhao, Xueyang Cao, Shuhao Yan, Yadi Han, Limei Huang, Zhenxiang Chen
2023	J	`jnl`	Tuatara: Location-Driven Power-Adaptive Communication for Wireless Body Area Networks. IEEE Trans. Mob. Comput. Abbas Arghavani, Haibo Zhang, Zhiyi Huang, Yawen Chen, Zhenxiang Chen
2022	—	`conf`	Decision-based adversarial attack for speaker recognition models. CSAI Xueyang Cao, Shanshan Wang, Zhenxiang Chen, Xiaoqing Jiang, Weiliang Zheng, Yadi Han
2022	J	`jnl`	Devils in the Clouds: An Evolutionary Study of Telnet Bot Loaders. CoRR Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Alberto Giaretta, Enlong Li, Lizhi Peng, Chuan Zhao, Mauro Conti
2022	—	`conf`	Fake News Detection Based on the Correlation Extension of Multimodal Information. APWeb/WAIM (1) Yanqiang Li, Ke Ji, Kun Ma, Zhenxiang Chen, Jin Zhou, Jun Wu
2022	—	`conf`	Fake news detection method based on multi-feature fusion of entity and structured text. PAAP Tianqi Ren, Ke Ji, Zhenxiang Chen, Runyuan Sun, Kun Ma, Jin Zhou
2022	J	`jnl`	Flexible privacy-preserving machine learning: When searchable encryption meets homomorphic encryption. Int. J. Intell. Syst. Haixin Jia, Mohammed Shujaa Aldeen, Chuan Zhao, Shan Jing, Zhenxiang Chen
2022	J	`jnl`	Gaussian Distribution Based Oversampling for Imbalanced Data Classification. IEEE Trans. Knowl. Data Eng. Yuxi Xie, Min Qiu, Haibo Zhang, Lizhi Peng, Zhenxiang Chen
2022	—	`conf`	INSIDER: A framework for assessing confidence in psychological scales based on multi-modal physiological signal fusion. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta Youmian Wang, Bin Hu, Zhenxiang Chen, Xiaoqing Jiang, Wenjuan Liu, Peicheng Wang
2022	J	`jnl`	Improvement of Neural-Network Classifiers Using Fuzzy Floating Centroids. IEEE Trans. Cybern. Shuangrong Liu, Lin Wang, Bo Yang, Jin Zhou, Zhenxiang Chen, Huifen Dong
2022	—	`conf`	IoT Botnet Detection framework from Network Behavior based on Extreme Learning Machine. INFOCOM Workshops Nasimul Hasan, Zhenxiang Chen, Chuan Zhao, Yuhui Zhu, Cong Liu
2022	J	`jnl`	Mining Function Homology of Bot Loaders from Honeypot Logs. CoRR Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Enlong Li, Lizhi Peng, Chuan Zhao
2022	—	`conf`	SFMD: A Semi-Supervised Federated Malicious Traffic Detection Approach in IoT. ISPA/BDCloud/SocialCom/SustainCom Wenyue Wang, Shanshan Wang, Daokuan Bai, Chuan Zhao, Lizhi Peng, Zhenxiang Chen
2021	—	`conf`	An Arcloss-Based and Openset-Test-Oriented Finger Vein Recognition System. CCBR Zhenxiang Chen, Wangwang Yu, Haohan Bai, Yong Li
2021	B	`conf`	AndroCreme: Unseen Android Malware Detection Based on Inductive Conformal Learning. TrustCom Gang Zhang, Hao Li, Zhenxiang Chen, Lizhi Peng, Yuhui Zhu, Chuan Zhao
2021	J	`jnl`	Attention-based learning of self-media data for marketing intention detection. Eng. Appl. Artif. Intell. Zhihao Hou, Kun Ma, Yufeng Wang, Jia Yu, Ke Ji, Zhenxiang Chen, Ajith Abraham
2021	—	`conf`	Chinese NER Using ALBERT and Multi-word Information. ACM TUR-C Hanchen Xu, Zhenxiang Chen, Shanshan Wang, Xiaoqing Jiang
2021	J	`jnl`	Effective detection of mobile malware behavior based on explainable deep neural network. Neurocomputing Anli Yan, Zhenxiang Chen, Haibo Zhang, Lizhi Peng, Qiben Yan, Muhammad Umair Hassan, Chuan Zhao, Bo Yang
2021	—	`conf`	Efficient Federated Learning Framework Based on Multi-Key Homomorphic Encryption. 3PGCIC Qian Zhang, Shan Jing, Chuan Zhao, Bo Zhang, Zhenxiang Chen
2021	—	`conf`	Enhancing Fake News Classification by Generating Neural Fake Samples. DTPI Yanqi Li, Ke Ji, Kun Ma, Zhenxiang Chen, Jun Wu, Yidong Li
2021	—	`conf`	Expert Recommendations with Temporal Dynamics of User Interest in CQA. WISE (1) Xiaoqi Lv, Ke Ji, Zhenxiang Chen, Kun Ma, Jun Wu, Yidong Li, Guandong Xu
2021	—	`conf`	HACK: A Hierarchical Model for Fake News Detection. WISE (1) Yanqi Li, Ke Ji, Kun Ma, Zhenxiang Chen, Jun Wu, Yidong Li, Guandong Xu
2021	B	`conf`	IEdroid: Detecting Malicious Android Network Behavior Using Incremental Ensemble of Ensembles. ICPADS Cong Liu, Anli Yan, Zhenxiang Chen, Haibo Zhang, Qiben Yan, Lizhi Peng, Chuan Zhao
2021	—	`conf`	Landscape of Requirements Engineering for Machine Learning-based AI Systems. APSEC Workshops Nobukazu Yoshioka, Jati H. Husen, Hnin Thandar Tun, Zhenxiang Chen, Hironori Washizaki, Yoshiaki Fukazawa
2021	J	`jnl`	RC-chain: Reputation-based crowdsourcing blockchain for vehicular networks. J. Netw. Comput. Appl. Lijun Sun, Qian Yang, Xiao Chen, Zhenxiang Chen
2021	J	`jnl`	Set-Based Adaptive Distributed Differential Evolution for Anonymity-Driven Database Fragmentation. Data Sci. Eng. Yong-Feng Ge, Jinli Cao, Hua Wang, Zhenxiang Chen, Yanchun Zhang
2021	—	`conf`	TranFuzz: An Ensemble Black-Box Attack Framework Based on Domain Adaptation and Fuzzing. ICICS (1) Hao Li, Shanqing Guo, Peng Tang, Chengyu Hu, Zhenxiang Chen
2020	J	`jnl`	A CLSTM-TMN for marketing intention detection. Eng. Appl. Artif. Intell. Yufeng Wang, Kun Ma, Laura García-Hernández, Jing Chen, Zhihao Hou, Ke Ji, Zhenxiang Chen, Ajith Abraham
2020	—	`conf`	Automated Tool for Revising Masking MC/DC Test Suite. ISSRE Workshops Zhenxiang Chen, Hironori Washizaki, Yoshiaki Fukazawa
2020	J	`jnl`	Deep Learning for Multi-Class Antisocial Behavior Identification From Twitter. IEEE Access Ravinder Singh, Sudha Subramani, Jiahua Du, Yanchun Zhang, Hua Wang, Khandakar Ahmed, Zhenxiang Chen
2020	J	`jnl`	Deep and broad URL feature mining for android malware detection. Inf. Sci. Shanshan Wang, Zhenxiang Chen, Qiben Yan, Ke Ji, Lizhi Peng, Bo Yang, Mauro Conti
2020	—	`conf`	Design and Implementation of Big Data Management Platform for Android Applications. ICBDT Bing Han, Zhenxiang Chen, Cong Liu, Mingyue Shang
2020	—	`conf`	Distributed Differential Evolution for Anonymity-Driven Vertical Fragmentation in Outsourced Data Storage. WISE (2) Yong-Feng Ge, Jinli Cao, Hua Wang, Yanchun Zhang, Zhenxiang Chen
2020	J	`jnl`	Estimating cement compressive strength using three-dimensional microstructure images and deep belief network. Eng. Appl. Artif. Intell. Jifeng Guo, Meihui Li, Lin Wang, Bo Yang, Liangliang Zhang, Zhenxiang Chen, Shi-Yuan Han, Laura García-Hernandez, Ajith Abraham
2020	J	`jnl`	Gradient descent evolved imbalanced data gravitation classification with an application on Internet video traffic identification. Inf. Sci. Anqi Teng, Lizhi Peng, Yuxi Xie, Haibo Zhang, Zhenxiang Chen
2020	B	`conf`	Network-based Malware Detection with a Two-tier Architecture for Online Incremental Update. IWQoS Anli Yan, Zhenxiang Chen, Riccardo Spolaor, Shuaishuai Tan, Chuan Zhao, Lizhi Peng, Bo Yang
2020	J	`jnl`	Oblivious DFA evaluation on joint input and its applications. Inf. Sci. Chuan Zhao, Shengnan Zhao, Bo Zhang, Shan Jing, Zhenxiang Chen, Minghao Zhao
2020	J	`jnl`	PrivateDL PrivateDL : Privacy-preserving collaborative deep learning against leakage from gradient sharing. Int. J. Intell. Syst. Qi Zhao, Chuan Zhao, Shujie Cui, Shan Jing, Zhenxiang Chen
2020	J	`jnl`	RC-chain: Reputation-based Crowdsourcing Blockchain for Vehicular Networks. CoRR Lijun Sun, Qian Yang, Xiao Chen, Zhenxiang Chen
2019	—	`conf`	A Signature-Based Assistant Random Oversampling Method for Malware Detection. TrustCom/BigDataSE Ying Pang, Zhenxiang Chen, Lizhi Peng, Kun Ma, Chuan Zhao, Ke Ji
2019	J	`jnl`	A mobile malware detection method using behavior features in network traffic. J. Netw. Comput. Appl. Shanshan Wang, Zhenxiang Chen, Qiben Yan, Bo Yang, Lizhi Peng, Zhongtian Jia
2019	Misc	`conf`	Abnormal Phone Analysis Based on Learning to Rank and Ensemble Learning in Environment of Telecom Big Data. ICMLC Jian Liu, Ke Ji, Runyuan Sun, Kun Ma, Zhenxiang Chen, Lin Wang
2019	—	`conf`	Abnormal telephone identification via an ensemble-based classification framework. ACM TUR-C Ke Ji, Yahan Yuan, Ruanyuan Sun, Lin Wang, Kun Ma, Zhenxiang Chen
2019	Misc	`conf`	An Abnormal Phone Identification Model with Meta-learning Two-layer Framework Based on PCA Dimension Reduction. ICMLC Yahan Yuan, Ke Ji, Runyuan Sun, Kun Ma, Zhenxiang Chen, Lin Wang
2019	—	`conf`	An Integration Method Of Classifiers For Abnormal Phone Detection. BESC Yahan Yuan, Ke Ji, Runyuan Sun, Kun Ma, Zhenxiang Chen, Lin Wang
2019	—	`conf`	Application of Recommender System in Intelligent Community under Big Data Scenario. ICBDT Cong Liu, Zhenxiang Chen, Dong Cao, Mingyue Shang
2019	—	`conf`	Context-aware recommendations via a tree-based ensemble framework. ACM TUR-C Ke Ji, Yahan Yuan, Kun Ma, Runyuan Sun, Zhenxiang Chen, Jun Wu
2019	—	`conf`	DART: Detecting Unseen Malware Variants using Adaptation Regularization Transfer Learning. ICC Hao Li, Zhenxiang Chen, Riccardo Spolaor, Qiben Yan, Chuan Zhao, Bo Yang
2019	J	`jnl`	Generative learning for imbalanced data using the Gaussian mixed model. Appl. Soft Comput. Yuxi Xie, Lizhi Peng, Zhenxiang Chen, Bo Yang, Hongli Zhang, Haibo Zhang
2019	—	`conf`	Imbalanced Data Gravitation Classification Model Using For Internet Video Traffic Identification. BigDataSecurity/HPSC/IDS Anqi Teng, Lizhi Peng, Yuxi Xie, Haibo Zhang, Zhenxiang Chen
2019	J	`jnl`	Imbalanced learning based on adaptive weighting and Gaussian function synthesizing with an application on Android malware detection. Inf. Sci. Ying Pang, Lizhi Peng, Zhenxiang Chen, Bo Yang, Hongli Zhang
2019	J	`jnl`	Ranking-based biased learning swarm optimizer for large-scale optimization. Inf. Sci. Hanbo Deng, Lizhi Peng, Haibo Zhang, Bo Yang, Zhenxiang Chen
2019	J	`jnl`	Secure Multi-Party Computation: Theory, practice and applications. Inf. Sci. Chuan Zhao, Shengnan Zhao, Minghao Zhao, Zhenxiang Chen, Chong-zhi Gao, Hongwei Li, Yu-an Tan
2019	—	`conf`	Stacking-Based Ensemble Learning on Low Dimensional Features for Fake News Detection. HPCC/SmartCity/DSS Songqian Li, Kun Ma, Xuewei Niu, Yufeng Wang, Ke Ji, Ziqiang Yu, Zhenxiang Chen
2019	—	`conf`	Towards Secure Computation of Similar Patient Query on Genomic Data Under Multiple Keys. CSS (2) Chuan Zhao, Shengnan Zhao, Bo Zhang, Shan Jing, Zhenxiang Chen, Minghao Zhao
2018	—	`conf`	A Bagging-based ensemble method for recommendations under uncertain rating data. SPAC Ke Ji, Yahan Yuan, Runyuan Sun, Kun Ma, Zhenxiang Chen, Jian Liu
2018	—	`conf`	A Fast and Effective Detection of Mobile Malware Behavior Using Network Traffic. ICA3PP (4) Anran Liu, Zhenxiang Chen, Shanshan Wang, Lizhi Peng, Chuan Zhao, Yuliang Shi
2018	—	`conf`	Accurate Identification of Internet Video Traffic Using Byte Code Distribution Features. ICA3PP (1) Yuxi Xie, Hanbo Deng, Lizhi Peng, Zhenxiang Chen
2018	—	`conf`	Adaptive Data Sampling Mechanism for Process Object. ICA3PP (1) Yongzheng Lin, Hong Liu, Zhenxiang Chen, Kun Zhang, Kun Ma
2018	—	`conf`	Cluster Center Initialization and Outlier Detection Based on Distance and Density for the K-Means Algorithm. ISDA (1) Qi He, Zhenxiang Chen, Ke Ji, Lin Wang, Kun Ma, Chuan Zhao, Yuliang Shi
2018	B	`conf`	Deep and Broad Learning Based Detection of Android Malware via Network Traffic. IWQoS Shanshan Wang, Zhenxiang Chen, Qiben Yan, Ke Ji, Lin Wang, Bo Yang, Mauro Conti
2018	J	`jnl`	Detecting Android Malware Leveraging Text Semantics of Network Flows. IEEE Trans. Inf. Forensics Secur. Shanshan Wang, Qiben Yan, Zhenxiang Chen, Bo Yang, Chuan Zhao, Mauro Conti
2018	—	`conf`	Efficient Signature Generation for Classifying Cross-Architecture IoT Malware. CNS Mohannad Alhanahnah, Qicheng Lin, Qiben Yan, Ning Zhang, Zhenxiang Chen
2018	J	`jnl`	FM: Flexible mapping from one gesture to multiple semantics. Inf. Sci. Zhiquan Feng, Bo Yang, Tao Xu, Xiaohui Yang, We Xie, Changsheng Ai, Zhenxiang Chen
2018	J	`jnl`	GIST: A generative model with individual and subgroup-based topics for group recommendation. Expert Syst. Appl. Ke Ji, Zhenxiang Chen, Runyuan Sun, Kun Ma, Zhongjie Yuan, Guandong Xu
2018	C	`conf`	Improving Nearest Neighbor Partitioning Neural Network Classifier Using Multi-layer Particle Swarm Optimization. HIS Xuehui Zhu, He Zhang, Lin Wang, Bo Yang, Jin Zhou, Zhenxiang Chen, Ajith Abraham
2018	—	`conf`	Lexical Mining of Malicious URLs for Classifying Android Malware. SecureComm (1) Shanshan Wang, Qiben Yan, Zhenxiang Chen, Lin Wang, Riccardo Spolaor, Bo Yang, Mauro Conti
2018	J	`jnl`	Machine learning based mobile malware detection using highly imbalanced network traffic. Inf. Sci. Zhenxiang Chen, Qiben Yan, Hongbo Han, Shanshan Wang, Lizhi Peng, Lin Wang, Bo Yang
2018	—	`conf`	MulAV: Multilevel and Explainable Detection of Android Malware with Data Fusion. ICA3PP (4) Qun Li, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Kun Ma, Yuliang Shi, Lizhen Cui
2018	—	`conf`	Neural Network Rule Extraction for Real Time Traffic Behavior Identification. SPAC Anli Yan, Zhenxiang Chen, Lin Wang, Lizhi Peng, Muhammad Umair Hassan, Chuan Zhao
2018	A	`conf`	Optimizing floating centroids method neural network classifier using dynamic multilayer particle swarm optimization. GECCO Changwei Cai, Shuangrong Liu, Lin Wang, Bo Yang, Zhenxiang Chen, Jin Zhou
2018	J	`jnl`	Secure Comparison Under Ideal/Real Simulation Paradigm. IEEE Access Chuan Zhao, Shengnan Zhao, Bo Zhang, Zhongtian Jia, Zhenxiang Chen, Mauro Conti
2018	—	`conf`	TrafficPSSF: A Fast and An Effective Malware Detection Under Online and Offline. SPAC Qi He, Zhenxiang Chen, Anli Yan, Lizhi Peng, Chuan Zhao, Yuliang Shi
2017	—	`conf`	A Novel Method for Generating Benchmark Functions Using Recurrent Neural Network. ICIC (1) Fengyang Sun, Lin Wang, Bo Yang, Jin Zhou, Zhenxiang Chen
2017	J	`jnl`	A novel semi-supervised learning method for Internet application identification. Soft Comput. Zhenxiang Chen, Zhusong Liu, Lizhi Peng, Lin Wang, Lei Zhang
2017	—	`conf`	Android Malware Clustering Analysis on Network-Level Behavior. ICIC (1) Shanshan Wang, Zhenxiang Chen, Xiaomei Li, Lin Wang, Ke Ji, Chuan Zhao
2017	—	`conf`	Finding Android Malware Trace from Highly Imbalanced Network Traffic. CSE/EUC (1) Ying Pang, Zhenxiang Chen, Xiaomei Li, Shanshan Wang, Chuan Zhao, Lin Wang, Ke Ji, Zicong Li
2017	J	`jnl`	Flexible neural trees based early stage identification for IP traffic. Soft Comput. Zhenxiang Chen, Lizhi Peng, Chongzhi Gao, Bo Yang, Yuehui Chen, Jin Li
2017	—	`conf`	Improving Multi-layer Particle Swarm Optimization Using Powell Method. ICSI (1) Fengyang Sun, Lin Wang, Bo Yang, Zhenxiang Chen, Jin Zhou, Kun Tang, Jinyan Wu
2017	—	`conf`	TextDroid: Semantics-based detection of mobile malware using network flows. INFOCOM Workshops Shanshan Wang, Qiben Yan, Zhenxiang Chen, Bo Yang, Chuan Zhao, Mauro Conti
2017	—	`conf`	Three dimensional segmentation for cement microtomography images using self-organizing map and neighborhood features. SSCI Liangliang Zhang, Lin Wang, Bo Yang, Zhenxiang Chen, Jin Zhou, Yamin Han, Meihui Li
2016	—	`conf`	Delay-Tolerant Network Based Secure Transmission System Design. CloudComp Gang Ming, Zhenxiang Chen
2016	C	`conf`	DroidClassifier: Efficient Adaptive Mining of Application-Layer Header for Classifying Android Malware. SecureComm Zhiqiang Li, Lichao Sun, Qiben Yan, Witawas Srisa-an, Zhenxiang Chen
2016	—	`conf`	DroidCollector: A High Performance Framework for High Quality Android Traffic Collection. Trustcom/BigDataSE/ISPA Dong Cao, Shanshan Wang, Qun Li, Zhenxiang Chen, Qiben Yan, Lizhi Peng, Bo Yang
2016	J	`jnl`	Effectiveness of Statistical Features for Early Stage Internet Traffic Identification. Int. J. Parallel Program. Lizhi Peng, Bo Yang, Yuehui Chen, Zhenxiang Chen
2016	—	`conf`	Environmental Incidents Detection from Chinese Microblog Based on Sentiment Analysis. HCC Yang Zhou, Tingting Lu, Tingshao Zhu, Zhenxiang Chen
2016	C	`conf`	Improving Particle Swarm Optimization Using Co-Optimization of Particles and Acceleration Constants. HIS Lin Wang, Bo Yang, Zhenxiang Chen
2016	B	`conf`	TrafficAV: An effective and explainable detection of mobile malware behavior using network traffic. IWQoS Shanshan Wang, Zhenxiang Chen, Lei Zhang, Qiben Yan, Bo Yang, Lizhi Peng, Zhongtian Jia
2015	—	`conf`	A First Look at Android Malware Traffic in First Few Minutes. TrustCom/BigDataSE/ISPA (1) Zhenxiang Chen, Hongbo Han, Qiben Yan, Bo Yang, Lizhi Peng, Lei Zhang, Jin Li
2015	—	`conf`	A Real-time Android Malware Detection System Based on Network Traffic Analysis. ICA3PP (3) Hongbo Han, Zhenxiang Chen, Qiben Yan, Lizhi Peng, Lei Zhang
2015	—	`conf`	An Intention-Topic Model Based on Verbs Clustering and Short Texts Topic Mining. CIT/IUCC/DASC/PICom Tingting Lu, Shifeng Hou, Zhenxiang Chen, Lizhen Cui, Lei Zhang
2015	—	`conf`	Android Malware Network Behavior Analysis at HTTP Protocol Packet Level. ICA3PP (Workshops and Symposiums) Shanshan Wang, Shifeng Hou, Lei Zhang, Zhenxiang Chen, Hongbo Han
2015	J	`jnl`	Classify Sina Weibo users into High or Low happiness Groups Using Linguistic and Behavior Features. CoRR Jingying Wang, Tianli Liu, Tingshao Zhu, Lei Zhang, Bibo Hao, Zhenxiang Chen
2015	—	`conf`	High Performance NetFPGA and Multi-fractal Wavelet Model Based Network Traffic Generator. ICSI (3) Zhenxiang Chen, Keke Wang, Lizhi Peng, Tao Sun, Lei Zhang
2015	—	`conf`	Reconstruction of Android Applications' Network Behavior Based on Application Layer Traffic. ICA3PP (Workshops and Symposiums) Qun Li, Lei Zhang, Shifeng Hou, Zhenxiang Chen, Hongbo Han
2015	—	`conf`	Using Map-Based Interactive Interface for Understanding and Characterizing Crime Data in Cities. ICSI (3) Zhenxiang Chen, Qiben Yan, Lei Zhang, Lizhi Peng, Hongbo Han
2014	J	`jnl`	Accelerating FCM neural network classifier using graphics processing units with CUDA. Appl. Intell. Lin Wang, Bo Yang, Yuehui Chen, Zhenxiang Chen, Hongwei Sun
2014	J	`jnl`	Construction of dynamic three-dimensional microstructure for the hydration of cement using 3D image registration. Pattern Anal. Appl. Lin Wang, Bo Yang, Ajith Abraham, Lu Qi, Xiuyang Zhao, Zhenxiang Chen
2014	—	`conf`	Feature Selection Toward Optimizing Internet Traffic Behavior Identification. ICA3PP (2) Zhenxiang Chen, Lizhi Peng, Shupeng Zhao, Lei Zhang, Shan Jing
2014	—	`conf`	QR code location based reverse car-searching route recommendation model. ICVES Zhenxiang Chen, Jiabin Fu, Runyuan Sun, Hongbo Han
2014	—	`conf`	Research on intelligent terminal oriented optimal parking space recommendation model. ITSC Jiabin Fu, Zhenxiang Chen, Runyuan Sun
2014	J	`jnl`	Social shopping communities as an emerging business model of youth entrepreneurship: exploring the effects of website characteristics. Int. J. Technol. Manag. Hong Zhang, Yaobin Lu, Ping Gao, Zhenxiang Chen
2014	—	`conf`	Using Linguistic Features to Estimate Suicide Probability of Chinese Microblog Users. HCC Lei Zhang, Xiaolei Huang, Tianli Liu, Ang Li, Zhenxiang Chen, Tingshao Zhu
2014	J	`jnl`	Using Linguistic Features to Estimate Suicide Probability of Chinese Microblog Users. CoRR Lei Zhang, Xiaolei Huang, Tianli Liu, Zhenxiang Chen, Tingshao Zhu
2012	—	`conf`	Degree-constrained minimum spanning tree problem using genetic algorithm. NaBIC Keke Liu, Zhenxiang Chen, Ajith Abraham, Wenjie Cao, Shan Jing
2012	Misc	`conf`	Hybrid flexible neural tree for exchange rates forecasting. ICNC Lei Zhang, Yuehui Chen, Zhenxiang Chen
2012	J	`jnl`	Improvement of neural network classifier using floating centroids. Knowl. Inf. Syst. Lin Wang, Bo Yang, Yuehui Chen, Ajith Abraham, Hongwei Sun, Zhenxiang Chen, Haiyang Wang
2011	J	`jnl`	A Relational Approach to Model Transformation with QVT Relations Supporting Model Synchronization. J. Univers. Comput. Sci. Kun Ma, Bo Yang, Zhenxiang Chen, Ajith Abraham
2010	J	`jnl`	A novel classification method using the combination of FDPS and flexible neural tree. Neurocomputing Bo Yang, Lin Wang, Zhenxiang Chen, Yuehui Chen, Runyuan Sun
2010	Misc	`conf`	Traffic classification using probabilistic neural networks. ICNC Runyuan Sun, Bo Yang, Lizhi Peng, Zhenxiang Chen, Lei Zhang, Shan Jing
2009	—	`conf`	Network Traffic Classification Based on Error-Correcting Output Codes and NN Ensemble. FSKD (3) Xiao Xie, Bo Yang, Yuehui Chen, Lin Wang, Zhenxiang Chen
2009	J	`jnl`	Online hybrid traffic classifier for Peer-to-Peer systems based on network processors. Appl. Soft Comput. Zhenxiang Chen, Bo Yang, Yuehui Chen, Ajith Abraham, Crina Grosan, Lizhi Peng
2007	—	`conf`	A FDRS-Based Data Classification Method Used for Abnormal Network Intrusion Detection. ICNC (2) Zhenxiang Chen, Haiyang Wang, Bo Yang, Lin Wang, Runyuan Sun
2007	—	`conf`	A Novel Improvement of Neural Network Classification Using Further Division of Partition Space. IWINAC (1) Lin Wang, Bo Yang, Zhenxiang Chen, Ajith Abraham, Lizhi Peng
2006	—	`conf`	A Novel Method of P2P Hosts Detection Based on Flexible Neural Tree. ISDA (2) Zhenxiang Chen, Haiyang Wang, Lizhi Peng, Bo Yang, Yuehui Chen
1999	B	`conf`	Pattern grouping strategy makes BP algorithm less sensitive to learning rate. IJCNN Yingyang Lu, Shenchu Xu, Boxi Wu, Zhenxiang Chen
1999	B	`conf`	The animal tests of chaotic signal therapy for epilepsy (CSTE). IJCNN Shenchu Xu, Zhenxiang Chen, Jinshui Zhong, Boxi Wu, Guoqiang Gao, Hang Xiao, Jianping Wu, Yun Shi, Jian Chen, Xiaofan Yang