Virtual Network Embedding for Evolving Networks. - Zhiping Cai; Fang Liu 002; Nong Xiao 001; Qiang Liu 004; Zhiying Wang 003 (GLOBECOM, 2010)

A Novel Threat Assessment Method for DDoS Early Warning Using Network Vulnerability Analysis. - Qiang Liu 004; Jianping Yin; Zhiping Cai; Ming Zhu (NSS, 2010)

ISAR: Improved Situation-Aware Routing Method for Wireless Mesh Backbones. - Qiang Liu 004; Jianping Yin; Victor C. M. Leung; Zhiping Cai (IEEE Commun. Lett., 2012)

Community Cloud: Concept, Model, Attacks and Solution. - Hasen Nicanfar; Qiang Liu 004; Peyman TalebiFard; Wei Cai 002; Victor C. M. Leung (CloudCom (2), 2013)

A Bio-inspired Jamming Detection and Restoration for WMNs: In View of Adaptive Immunology. - Qiang Liu 004; Jianping Yin; Shui Yu 001 (CSS, 2013)

Enhanced detection and restoration of low-rate denial-of-service in wireless multi-hop networks. - Qiang Liu 004; Jianping Yin; Paria Jokar; Xiping Hu (ICNC, 2013)

A mobile crowdsensing system enhanced by cloud-based social networking services. - Xiping Hu; Qiang Liu 004; Chunsheng Zhu; Victor C. M. Leung; Terry H. S. Chu; Henry C. B. Chan (MCS@Middleware, 2013)

Extreme Learning Machines. - Erik Cambria; Guang-Bin Huang; Liyanaarachchi Lekamalage Chamara Kasun; Hongming Zhou; Chi-Man Vong; Jiarun Lin; Jianping Yin; Zhiping Cai; Qiang Liu 004; Kuan Li; Victor C. M. Leung; Liang Feng 001; et al. (IEEE Intell. Syst., 2013)

FADE: Forwarding Assessment Based Detection of Collaborative Grey Hole Attacks in WMNs. - Qiang Liu 004; Jianping Yin; Victor C. M. Leung; Zhiping Cai (IEEE Trans. Wirel. Commun., 2013)

Spectral clustering-based local and global structure preservation for feature selection. - Sihang Zhou 001; Xinwang Liu 002; Chengzhang Zhu; Qiang Liu 004; Jianping Yin (IJCNN, 2014)

A binary feature selection framework in kernel spaces. - Chengzhang Zhu; Xinwang Liu 002; Sihang Zhou 001; Qiang Liu 004; Jianping Yin (IJCNN, 2014)

SH-CRAN: Hierarchical Framework to Support Mobile Big Data Computing in a Secure Manner. - Qiang Liu 004; Edith C. H. Ngai; Xiping Hu; Zhengguo Sheng; Victor C. M. Leung; Jianping Yin (Mobidata@MobiHoc, 2015)

CIS: Community-based information sharing mechanism for automotive IoT. - Qiang Liu 004; Chengzhang Zhu; Xiping Hu; Wentao Zhao (WF-IoT, 2015)

Group Detection for Specific Topic on Micro-Blog. - Xiaolei Fu; Ming Gao 002; Qiang Liu 004; Hongmei Liu (IEEE WISA, 2016)

The Prediction of User Topic Interest Based on Tags and Interaction of Users. - Lu Deng; Jiuming Huang; Yi Han 006; Bin Zhou 004; Qiang Liu 004 (DSC, 2016)

Collaborative Partitioning for Multiple Social Networks with Anchor Nodes. - Fenglan Li; Anming Ji; Songchang Jin; Shuqiang Yang; Qiang Liu 004 (WAIM (1), 2016)

A Novel Method of Influence Ranking via Node Degree and H-index for Community Detection. - Qiang Liu 004; Lu Deng; Junxing Zhu; Fenglan Li; Bin Zhou 004; Peng Zou (WAIM Workshops, 2016)

A TCP-friendly AQM algorithm to mitigate low-rate DDoS attacks. - Jiarun Lin; Changwang Zhang; Zhiping Cai; Qiang Liu 004; Jianping Yin (Int. J. Auton. Adapt. Commun. Syst., 2016)

MI-ELM: Highly efficient multi-instance learning based on hierarchical extreme learning machine. - Qiang Liu 004; Sihang Zhou 001; Chengzhang Zhu; Xinwang Liu 002; Jianping Yin (Neurocomputing, 2016)

Random Fourier extreme learning machine with ℓ2, 1-norm regularization. - Sihang Zhou 001; Xinwang Liu 002; Qiang Liu 004; Siqi Wang 001; Chengzhang Zhu; Jianping Yin (Neurocomputing, 2016)

Applying a new localized generalization error model to design neural networks trained with extreme learning machine. - Qiang Liu 004; Jianping Yin; Victor C. M. Leung; Jun-Hai Zhai; Zhiping Cai; Jiarun Lin (Neural Comput. Appl., 2016)

A security patch addressing bandwidth request vulnerabilities in the IEEE 802.16 standard. - Qiang Liu 004; Xiping Hu; Edith C. H. Ngai; Min Liang; Victor C. M. Leung; Zhiping Cai; Jianping Yin (IEEE Netw., 2016)

Evaluation of situational case-based teaching technique in engineering education. - Qiang Liu 004; Wentao Zhao; Dan Liu; Jiao Ji (ACM TUR-C, 2017)

Computing skyline groups: an experimental evaluation. - Haoyang Zhu; Peidong Zhu; Xiaoyong Li 002; Qiang Liu 004 (ACM TUR-C, 2017)

Similarity search for image retrieval via local-constrained linear coding. - Mao Wang; Yuewei Ming; Qiang Liu 004; Jianping Yin (CISP-BMEI, 2017)

Top-k Skyline Groups Queries. - Haoyang Zhu; Peidong Zhu; Xiaoyong Li 002; Qiang Liu 004 (EDBT, 2017)

Model-Aware Representation Learning for Categorical Data with Hierarchical Couplings. - Jianglong Song; Chengzhang Zhu; Wentao Zhao; Wenjie Liu; Qiang Liu 004 (ICANN (2), 2017)

HL-HAR: Hierarchical Learning Based Human Activity Recognition in Wearable Computing. - Yan Liu; Wentao Zhao; Qiang Liu 004; Linyuan Yu; Dongxu Wang (ICCCS (2), 2017)

Fusion of Global and Local Deep Representation for Effective Object Retrieval. - Mao Wang; Yuewei Ming; Qiang Liu 004; Jianping Yin (NCTCS, 2017)

A Bi-directional Evolution Algorithm for Financial Recommendation Model. - Jingming Xue; Lu Huang; Qiang Liu 004; Jianping Yin (NCTCS, 2017)

Group Burstiness Weighting for Image Retrieval. - Mao Wang; Qiang Liu 004; Yuewei Ming; Jianping Yin (PCM (2), 2017)

Image-Based Video Retrieval Using Deep Feature. - Mao Wang; Yuewei Ming; Qiang Liu 004; Jianping Yin (SMARTCOMP, 2017)

A Practical Data Forwarding Path Selecting Method for Software-Defined 5G Networking. - Dongxu Wang; Qiang Liu 004; Huikang Yi; Han Han; Wentao Zhao; Tiejun Wu (WCNC, 2017)

Coupled Multiple Kernel Learning for Supervised Classification. - En Zhu; Qiang Liu 004; Jianping Yin (Comput. Informatics, 2017)

Consensus Kernel K-Means Clustering for Incomplete Multiview Data. - Yongkai Ye; Xinwang Liu 002; Qiang Liu 004; Jianping Yin (Comput. Intell. Neurosci., 2017)

Parallelization of group-based skyline computation for multi-core processors. - Haoyang Zhu; Peidong Zhu; Xiaoyong Li 002; Qiang Liu 004; Peng Xun (Concurr. Comput. Pract. Exp., 2017)

Parallelization of skyline probability computation over uncertain preferences. - Haoyang Zhu; Peidong Zhu; Xiaoyong Li 002; Qiang Liu 004; Peng Xun (Concurr. Comput. Pract. Exp., 2017)

Leveraging local h-index to identify and rank influential spreaders in networks. - Qiang Liu 004; Yuxiao Zhu; Yan Jia 001; Lu Deng; Bin Zhou 004; Junxing Zhu; Peng Zou (CoRR, 2017)

Complete three-phase detection framework for identifying abnormal cervical cells. - Lili Zhao; Kuan Li; Jianping Yin; Qiang Liu 004; Siqi Wang 001 (IET Image Process., 2017)

A highly efficient human activity classification method using mobile data from wearable sensors. - Lihuan Yuan; Qiang Liu 004; Mengchi Lu; Sihang Zhou 001; Chengzhang Zhu; Jianping Yin (Int. J. Sens. Networks, 2017)

Mobile Cyber-Physical System. - Xiping Hu; Jun Cheng 002; Xitong Li; Wei Tan 001; Qiang Liu 004; Zhengguo Sheng (Mob. Inf. Syst., 2017)

MST-GEN: An Efficient Parameter Selection Method for One-Class Extreme Learning Machine. - Siqi Wang 001; Qiang Liu 004; En Zhu; Jianping Yin; Wentao Zhao (IEEE Trans. Cybern., 2017)

Evaluating the effectiveness of situational case-based teaching: a view of concept mapping. - Qiang Liu 004; Jiao Ji; Juan Chen 001; Wentao Zhao; Jianping Yin (TURC, 2018)

Virtual Community Detection Model and Related Research in Online Social Networks. - Yan Jia 001; Qiang Liu 004; Binxing Fang; Bin Zhou 004; Lu Deng; Yong Quan (DSC, 2018)

Topic Analysis Model for Online Social Network. - Yan Jia 001; Lu Deng; Bin Zhou 004; Binxing Fang; Weihong Han; Aiping Li; Qiang Liu 004; Yong Quan (DSC, 2018)

Chronic Poisoning against Machine Learning Based IDSs Using Edge Pattern Detection. - Pan Li 006; Qiang Liu 004; Wentao Zhao; Dongxu Wang; Siqi Wang 001 (ICC, 2018)

Comparative Study of CNN and RNN for Deep Learning Based Intrusion Detection System. - Jianjing Cui; Jun Long; Erxue Min; Qiang Liu 004; Qian Li (ICCCS (5), 2018)

SU-IDS: A Semi-supervised and Unsupervised Framework for Network Intrusion Detection. - Erxue Min; Jun Long; Qiang Liu 004; Jianjing Cui; Zhiping Cai; Junbo Ma (ICCCS (3), 2018)

A Joint Approach to Data Clustering and Robo-Advisor. - Jingming Xue; En Zhu; Qiang Liu 004; Chuanli Wang; Jianping Yin (ICCCS (1), 2018)

DDoS Attack Security Situation Assessment Model Using Fusion Feature Based on Fuzzy C-Means Clustering Algorithm. - Ruizhi Zhang; Jieren Cheng; Xiangyan Tang; Qiang Liu 004; Xiangfeng He (ICCCS (2), 2018)

Detecting Abnormality without Knowing Normality: A Two-stage Approach for Unsupervised Video Abnormal Event Detection. - Siqi Wang 001; Yijie Zeng; Qiang Liu 004; Chengzhang Zhu; En Zhu; Jianping Yin (ACM Multimedia, 2018)

Individual Analysis Model and Related Research in Social Networks. - Yan Jia 001; Yong Quan; Weihong Han; Binxing Fang; Qiang Liu 004; Lu Deng (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2018)

Degrading Detection Performance of Wireless IDSs Through Poisoning Feature Selection. - Yifan Dong; Peidong Zhu; Qiang Liu 004; Yingwen Chen; Peng Xun (WASA, 2018)

Poisoning Machine Learning Based Wireless IDSs via Stealing Learning Model. - Pan Li 006; Wentao Zhao; Qiang Liu 004; Xiao Liu 031; Linyuan Yu (WASA, 2018)

Exploration of Human Activities Using Sensing Data via Deep Embedded Determination. - Yiqi Wang 001; En Zhu; Qiang Liu 004; Yingwen Chen; Jianping Yin (WASA, 2018)

A Survey on Security Threats and Defensive Techniques of Machine Learning: A Data Driven View. - Qiang Liu 004; Pan Li 006; Wentao Zhao; Wei Cai 002; Shui Yu 001; Victor C. M. Leung (IEEE Access, 2018)

A Survey of Clustering With Deep Learning: From the Perspective of Network Architecture. - Erxue Min; Xifeng Guo 001; Qiang Liu 004; Gen Zhang; Jianjing Cui; Jun Long (IEEE Access, 2018)

Intensity Filtering and Group Fusion for Accurate Mobile Place Recognition. - Mao Wang; En Zhu; Qiang Liu 004; Yongkai Ye; Yuewei Ming; Jianping Yin (IEEE Access, 2018)

Group Recommendation Based on Financial Social Network for Robo-Advisor. - Jingming Xue; En Zhu; Qiang Liu 004; Jianping Yin (IEEE Access, 2018)

Incomplete Multiview Clustering via Late Fusion. - Yongkai Ye; Xinwang Liu 002; Qiang Liu 004; Xifeng Guo 001; Jianping Yin (Comput. Intell. Neurosci., 2018)

A DDoS Detection Method for Socially Aware Networking Based on Forecasting Fusion Feature Sequence. - Jieren Cheng; Jinghe Zhou; Qiang Liu 004; Xiangyan Tang; Yanxiang Guo (Comput. J., 2018)

BEBP: An Poisoning Method Against Machine Learning Based IDSs. - Pan Li 006; Qiang Liu 004; Wentao Zhao; Dongxu Wang; Siqi Wang 001 (CoRR, 2018)

Financial time series prediction using ℓ2, 1RF-ELM. - Jingming Xue; Sihang Zhou 001; Qiang Liu 004; Xinwang Liu 002; Jianping Yin (Neurocomputing, 2018)

Community Detection Based on Differential Evolution Using Modularity Density. - Caihong Liu; Qiang Liu 004 (Inf., 2018)

Selecting the Optimal Hidden Layer of Extreme Learning Machine Using Multiple Kernel Learning. - Wentao Zhao; Pan Li 006; Qiang Liu 004; Dan Liu; Xinwang Liu 002 (KSII Trans. Internet Inf. Syst., 2018)

Hyperparameter selection of one-class support vector machine by self-adaptive data shifting. - Siqi Wang 001; Qiang Liu 004; En Zhu; Fatih Porikli; Jianping Yin (Pattern Recognit., 2018)

TR-IDS: Anomaly-Based Intrusion Detection through Text-Convolutional Neural Network and Random Forest. - Erxue Min; Jun Long; Qiang Liu 004; Jianjing Cui; Wei Chen (Secur. Commun. Networks, 2018)

A Survey on Security-Aware Measurement in SDN. - Heng Zhang; Zhiping Cai; Qiang Liu 004; Qingjun Xiao; Yangyang Li; Chak-Fong Cheang (Secur. Commun. Networks, 2018)

Influence of Different Coupling Modes on the Robustness of Smart Grid under Targeted Attack. - Wenjie Kang; Gang Hu; Peidong Zhu; Qiang Liu 004; Zhi Hang; Xin Liu (Sensors, 2018)

Incremental multiple kernel extreme learning machine and its application in Robo-advisors. - Jingming Xue; Qiang Liu 004; Miaomiao Li 001; Xinwang Liu 002; Yongkai Ye; Siqi Wang 001; Jianping Yin (Soft Comput., 2018)

Heterogeneous Metric Learning of Categorical Data with Hierarchical Couplings. - Chengzhang Zhu; Longbing Cao; Qiang Liu 004; Jianping Yin; Vipin Kumar 001 (IEEE Trans. Knowl. Data Eng., 2018)

Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios. - Siqi Wang 001; En Zhu; Xiping Hu; Xinwang Liu 002; Qiang Liu 004; Jianping Yin; Fei Wang 001 (AAAI, 2019)

iWEP: An Intelligent WLAN Early Warning Platform Using Edge Computing. - Runhao Liu; Weitao Wang; Jiayao Wang 002; Zhixin Ou; Haozhong Qiu; Benyu Wang; Qiang Liu 004 (MSN, 2019)

Multi-objective Link-Separation Multipath Selection Using k Max-Min for Software-Defined MANETs. - Pu Zhao; Wentao Zhao; Qiang Liu 004 (MSN, 2019)

Scalable k-means for large-scale clustering. - Yuewei Ming; En Zhu; Mao Wang; Qiang Liu 004; Xinwang Liu 002; Jianping Yin (Intell. Data Anal., 2019)

Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine. - Siqi Wang 001; Qiang Liu 004; Xifeng Guo 001; En Zhu; Jianping Yin (Int. J. Mach. Learn. Cybern., 2019)

Research on SDN Enabled by Machine Learning: An Overview. - Pu Zhao; Wentao Zhao; Qiang Liu 004 (6GN, 2020)

Web Security Education in A Multidisciplinary Learning Context. - Qiang Liu 004; Wentao Zhao; Minghui Wu 001; Chengzhang Zhu (ACM TUR-C, 2020)

A Simple yet Effective Unsupervised Adversarial Example Generation Framework for Vulnerability Assessment on Deep Learning. - Rongkun Zhang; Dan Liu; Wentao Zhao; Qiang Liu 004; Chengzhang Zhu (NCTCS, 2020)

Trusted Link-Separation Multipath Selection for Software-Defined Wireless Sensor Networks in Adversarial Environments. - Pu Zhao; Wentao Zhao; Qiang Liu 004; Anbang Wang (SPDE, 2020)

Model Capacity Vulnerability in Hyper-Parameters Estimation. - Wentao Zhao; Xiao Liu 031; Qiang Liu 004; Jiuren Chen; Pan Li 006 (IEEE Access, 2020)

A multiview approach based on naming behavioral modeling for aligning chinese user accounts across multiple networks. - Junxing Zhu; Xiang Wang 015; Qiang Liu 004; Xiaoyong Li 002; Chengcheng Shao; Bin Zhou 004 (Concurr. Comput. Pract. Exp., 2020)

A Multi-View Approach Based on Naming Behavioral Modeling for Aligning Chinese User Accounts across Multiple Networks. - Junxing Zhu; Xiang Wang 015; Qiang Liu 004; Xiaoyong Li 002; Chengcheng Shao; Bin Zhou 004 (CoRR, 2020)

Coverless image steganography based on DenseNet feature mapping. - Qiang Liu 004; Xuyu Xiang; Jiaohua Qin; Yun Tan; Yao Qiu (EURASIP J. Image Video Process., 2020)

Joint probability-based classifier based on vine copula method for land use classification of multispectral remote sensing data. - Yunlong Zhang; Xuan Wang; Dan Liu; Chunhui Li 001; Qiang Liu 004; Yanpeng Cai; Yujun Yi; Zhifeng Yang (Earth Sci. Informatics, 2020)

Evaluating Deep Learning for Image Classification in Adversarial Environment. - Ye Peng; Wentao Zhao; Wei Cai 002; Jinshu Su; Biao Han; Qiang Liu 004 (IEICE Trans. Inf. Syst., 2020)

Subspace segmentation-based robust multiple kernel clustering. - Sihang Zhou 001; En Zhu; Xinwang Liu 002; Tianming Zheng; Qiang Liu 004; Jingyuan Xia; Jianping Yin (Inf. Fusion, 2020)

Coverless real-time image information hiding based on image block matching and dense convolutional network. - Yuanjing Luo; Jiaohua Qin; Xuyu Xiang; Yun Tan; Qiang Liu 004; Lingyun Xiang (J. Real Time Image Process., 2020)

Coverless steganography based on image retrieval of DenseNet features and DWT sequence mapping. - Qiang Liu 004; Xuyu Xiang; Jiaohua Qin; Yun Tan; Junshan Tan; Yuanjing Luo (Knowl. Based Syst., 2020)

Top-k Dominating Queries on Skyline Groups. - Haoyang Zhu; Xiaoyong Li 002; Qiang Liu 004; Zichen Xu 001 (IEEE Trans. Knowl. Data Eng., 2020)

Intelligent resource management for 5G. - Zhi Liu 002; Qiang Liu 004; Ryan Shea; Wei Cai 002; Zehua Wang; Yongyi Ran (Wirel. Networks, 2020)

A Competence-Based Three-Layer Cybersecurity Education Framework and Its Application. - Qiang Liu 004; Wentao Zhao; Ruijin Wang; Jiangyong Shi (ACM TUR-C, 2021)

AutoCEW: An Autonomous Cyberspace Early Warning Framework via Ensemble Learning. - Qiang Liu 004; Yifei Gao; Runhao Liu; Jiayao Wang 002 (INFOCOM Workshops, 2021)

Short Text Entity Disambiguation Algorithm Based on Multi-Word Vector Ensemble. - Qin Zhang; Xuyu Xiang; Jiaohua Qin; Yun Tan; Qiang Liu 004; Neal N. Xiong (Intell. Autom. Soft Comput., 2021)

Reversible Sub-Feature Retrieval: Toward Robust Coverless Image Steganography for Geometric Attacks Resistance. - Qiang Liu 004; Xuyu Xiang; Jiaohua Qin; Yun Tan; Qin Zhang (KSII Trans. Internet Inf. Syst., 2021)

Characterizing and Detecting Non-Consensual Photo Sharing on Social Networks. - Tengfei Zheng; Tongqing Zhou; Qiang Liu 004; Kui Wu 001; Zhiping Cai (CCS, 2022)

Opportunistic Backdoor Attacks: Exploring Human-imperceptible Vulnerabilities on Speech Recognition Systems. - Qiang Liu 004; Tongqing Zhou; Zhiping Cai; Yonghao Tang (ACM Multimedia, 2022)

Editorial: Heterogeneous Cloud-Based Intelligent Computing for Next-Generation 5G Applications. - Qiang Liu 004; Ryan Shea; Zhi Liu 002; Zehua Wang; Han Hu 003 (Mob. Networks Appl., 2022)

A Robust Coverless Steganography Scheme Using Camouflage Image. - Qiang Liu 004; Xuyu Xiang; Jiaohua Qin; Yun Tan; Qin Zhang (IEEE Trans. Circuits Syst. Video Technol., 2022)

Turning backdoors for efficient privacy protection against image retrieval violations. - Qiang Liu 004; Tongqing Zhou; Zhiping Cai; Yuan Yuan; Ming Xu 002; Jiaohua Qin; Wentao Ma (Inf. Process. Manag., 2023)

Spatial-Temporal Federated Transfer Learning with multi-sensor data fusion for cooperative positioning. - Xiaokang Zhou; Qiuyue Yang; Qiang Liu 004; Wei Liang 006; Kevin I-Kai Wang; Zhi Liu 002; Jianhua Ma 002; Qun Jin (Inf. Fusion, 2024)

Coordinated cyber-physical attacks based on different attack strategies for cascading failure analysis in smart grids. - Wenjie Kang; Qiang Liu 004; Peidong Zhu; Wei Zhao; Xuchong Liu; Gang Hu (Wirel. Networks, 2024)

GNNHacker: Adaptive Subgraph Backdoor Attacking Method with Saliency Analysis and Joint Optimization. - Xiaojie Wu; Yan Luo; Shujie Li 001; Xiping Hu; Qiang Liu 004; Chengming Li (ICIC (10), 2025)

An integrated framework for river assimilative capacity allocation based on environmental fairness and efficiency trade-offs with a modified optimization model in a river basin. - Zhimin Yang; Jiangying Wang; Xiaoxuan Li; Chunhui Li 001; Zaohong Pu; Jing Hu; Yujun Yi; Xuan Wang; Qiang Liu 004 (Environ. Model. Softw., 2025)

Mitigating Cross-Modal Retrieval Violations With Privacy-Preserving Backdoor Learning. - Qiang Liu 004; Yanlong Qiu; Tongqing Zhou; Ming Xu 002; Jiaohua Qin; Wentao Ma; Fan Zhang; Zhiping Cai (IEEE Trans. Circuits Syst. Video Technol., 2025)