Xuyun Zhang - RankMe

329 papers A* 42A 38B 15C 11Misc 2Journal 162Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A comprehensive survey on customer churn analysis studies. J. Inf. Telecommun. Maryam Shahabikargar, Amin Beheshti, Xuyun Zhang, Jin Foo, Alireza Jolfaei
2026	A	`conf`	Automated C Vulnerability Detection via Structure-Enhanced Graph Transformer and RBM. WSDM Yibo Zhou, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Siyu Wu
2026	A*	`conf`	CIFAD: Causal-Invariant Subspace Learning for Few-Shot Anomaly Detection on Dynamic Relational Graphs. WWW Yu Xiao, Haolong Xiang, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wei Fan, Wanchun Dou
2026	J	`jnl`	Cluster-Enhanced Dual Discrete Collaborative Filtering for Efficient Recommendation. IEEE Trans. Knowl. Data Eng. Fan Wang, Chaochao Chen, Weiming Liu, Lianyong Qi, Xuyun Zhang, Yanchao Tan, Mengying Zhu, Xiaolin Zheng
2026	A	`conf`	DDGCL: Dual Diffusion-based Graph Contrastive Learning for Recommendation. WSDM Shiqi Ge, Shunmei Meng, Xiaoxiao Chi, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Xuyun Zhang
2026	A*	`conf`	DIAA: A Decoding-Efficient Inference Acceleration Approach for On-Device Large Language Models. AAAI Hao Tian, Sheng Lu, Fuwen Tian, Guangming Cui, Zheng Li, Xuyun Zhang, Quan Z. Sheng, Wanchun Dou
2026	A*	`conf`	DyLogNet: A Dynamic Multi-Relational Graph Framework for Log Anomaly Detection. WWW Xudong Zhao, Xiaolong Xu, Haolong Xiang, Tong Gao, Lianyong Qi, Amin Beheshti, Xuyun Zhang, Wanchun Dou
2026	A	`conf`	Enhanced Cold-Start Sequential Recommendation with Causal Diffusion Preference Modeling. WSDM Hongsheng Dong, Haolong Xiang, Xiaolong Xu, Xuyun Zhang
2026	J	`jnl`	Erratum: Knowledge-Driven Reasoning for Compatible and Interpretable API Recommendation via Teacher LLM Distillation. ACM Trans. Inf. Syst. Lianyong Qi, Jianye Xie, Chunhua Hu, Xiaolong Xu, Haolong Xiang, Haipeng Dai, Rong Gu, Xuyun Zhang, Wanchun Dou
2026	—	`conf`	EviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context Reasoning. KDD (1) Hengyu Zhang, Xuyun Zhang, Pengxiang Zhan, Linhao Luo, Hang Lv, Yanchao Tan, Shirui Pan, Carl Yang
2026	J	`jnl`	FedAOP: Attention-Guided One-Shot Federated Pruning for Heterogeneous Edge Clients. IEEE Trans. Parallel Distributed Syst. Yongzhe Jia, Xuyun Zhang, Cheng Chen, Quan Z. Sheng, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Wanchun Dou, Chunhe Song
2026	J	`jnl`	Federated Learning-Based Anomaly Detection with Isolation Forest in the IoT-Edge Continuum. ACM Trans. Multim. Comput. Commun. Appl. Haolong Xiang, Xuyun Zhang, Xiaolong Xu, Amin Beheshti, Lianyong Qi, Yujie Hong, Wanchun Dou
2026	A	`conf`	GSDiffRec: Enhancing Personalized Sequential Recommendation via Diffusion Augmentation and Guidance Optimization. WSDM Ruxue Han, Lianyong Qi, Chao Yan, Weiyi Zhong, Boyuan Yan, Bing Zhao, Xiaoran Zhao, Zhikang Feng, Xiaolong Xu, Haolong Xiang, Xuyun Zhang
2026	J	`jnl`	Graph-Based Spatiotemporal RL Framework for Sequential Task Offloading in Multi-UAV Systems. IEEE Trans. Mob. Comput. Meiyan Teng, Xin Li, Xuyun Zhang, Jianqiu Xu, Kun Zhu
2026	J	`jnl`	Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts. CoRR Bahram Mohammadi, Ta Duc Huy, Afrouz Sheikholeslami, Qi Chen, Vu Minh Hieu Phan, Sam White, Minh-Son To, Xuyun Zhang, Amin Beheshti, Luping Zhou, Yuankai Qi
2026	A*	`conf`	Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation. AAAI Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Xuhui Fan, Qiang Ni, Xuyun Zhang, Yang Zhang, Yuan Tian, Amin Beheshti
2026	J	`jnl`	Intent-Based Trust Evaluation. IEEE Trans. Knowl. Data Eng. Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou
2026	A*	`conf`	Joint Similar User Exploration and Informative Behavior Guidance for Multi-Modal New Item Recommendation. WWW Jianye Xie, Lianyong Qi, Weiming Liu, Anqi Wang, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Wenwen Gong, Yang Zhang, Amin Beheshti, Wanchun Dou
2026	J	`jnl`	Joint VNF placement and SFC scheduling in cloud-Edge system. Comput. Networks Meiyan Teng, Xin Li, Hao Li, Kun Zhu, Xuyun Zhang
2026	J	`jnl`	Knowledge-Driven Reasoning for Compatible and Interpretable API Recommendation via Teacher LLM Distillation. ACM Trans. Inf. Syst. Lianyong Qi, Jianye Xie, Chunhua Hu, Xiaolong Xu, Haolong Xiang, Haipeng Dai, Rong Gu, Xuyun Zhang, Wanchun Dou
2026	A*	`conf`	MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion. AAAI Haolong Xiang, Peisi Wang, Xiaolong Xu, Kun Yi, Xuyun Zhang, Quan Z. Sheng, Amin Beheshti, Wei Fan
2026	J	`jnl`	Many-objective hyper-heuristics: A state-of-the-art survey. Comput. Sci. Rev. Adeem Ali Anwar, Xuyun Zhang
2026	A*	`conf`	PLIKD: Prompt Learning with Instance-aware Knowledge Distillation for Web-scale Semantic Image Classification. WWW Jianye Xie, Chunhua Hu, Lianyong Qi, Fan Wang, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Shichao Pei, Amin Beheshti, Wanchun Dou, Xiaokang Zhou
2026	A*	`conf`	Reference Recommendation Based Membership Inference Attack Against Hybrid-Based Recommender Systems. AAAI Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Hongsheng Hu, Wanchun Dou
2026	J	`jnl`	Stochastic Voronoi Ensembles for Anomaly Detection. CoRR Yang Cao, Sikun Yang, Xuyun Zhang, Yujiu Yang
2025	A	`conf`	A Cost-Aware Approach for Collaborating Large Language Models and Small Language Models. CIKM Zheng Li, Xuyun Zhang, Sheng Lu, Hua Deng, Hao Tian, Wanchun Dou
2025	J	`jnl`	A learning-based anomaly detection framework for secure recommendation. Inf. Sci. Haolong Xiang, Wenhao Fei, Ruiyang Ni, Xuyun Zhang
2025	—	`ed.`	Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part I ADMA (1) Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025	—	`ed.`	Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part II ADMA (2) Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025	—	`ed.`	Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part III ADMA (3) Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025	—	`ed.`	Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part IV ADMA (4) Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025	—	`ed.`	Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part V ADMA (5) Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025	—	`ed.`	Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part VI ADMA (6) Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025	A*	`conf`	Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation. IJCAI Haodong Li, Lianyong Qi, Weiming Liu, Xiaolong Xu, Wanchun Dou, Yang Cao, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou
2025	A*	`conf`	Boosting Guided Diffusion with Large Language Models for Multimodal Sequential Recommendation. ACM Multimedia Te Song, Lianyong Qi, Weiming Liu, Fan Wang, Xiaolong Xu, Hongsheng Hu, Yang Cao, Xuyun Zhang, Amin Beheshti
2025	J	`jnl`	C2lRec: Causal Contrastive Learning for User Cold-start Recommendation with Social Variables. ACM Trans. Inf. Syst. Xiaolong Xu, Hongsheng Dong, Haolong Xiang, Xiyuan Hu, Xiaoyong Li, Xiaoyu Xia, Xuyun Zhang, Lianyong Qi, Wanchun Dou
2025	J	`jnl`	CETN: Contrast-enhanced Through Network for Click-Through Rate Prediction. ACM Trans. Inf. Syst. Honghao Li, Lei Sang, Yi Zhang, Xuyun Zhang, Yiwen Zhang
2025	J	`jnl`	ChurnKB: A Generative AI-Enriched Knowledge Base for Customer Churn Feature Engineering. Algorithms Maryam Shahabikargar, Amin Beheshti, Wathiq Mansoor, Xuyun Zhang, EuJin Foo, Alireza Jolfaei, Ambreen Hanif, Nasrin Shabani
2025	J	`jnl`	Deep Learning to Hash for Time-Aware QoS Prediction Based on VQ-VAE. IEEE Trans. Serv. Comput. Lingzhen Kong, Xiyuan Hu, Lianyong Qi, Xiaolong Xu, Yiwen Zhang, Lina Yao, Xuyun Zhang
2025	A*	`conf`	Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy. AAAI Jian-Ping Mei, Weibin Zhang, Jie Chen, Xuyun Zhang, Tiantian Zhu
2025	J	`jnl`	Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy. CoRR Jian-Ping Mei, Weibin Zhang, Jie Chen, Xuyun Zhang, Tiantian Zhu
2025	J	`jnl`	Dependency-Aware Online Microservice Re-Scheduling for Adaptive Resources Co-Optimization in Edge Networks. IEEE Trans. Serv. Comput. Yihong Yang, Zhangbing Zhou, Lianyong Qi, Zhensheng Shi, Lin Meng, Xuyun Zhang
2025	A*	`conf`	DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation. AAAI Wenwen Gong, Yangliao Geng, Dan Zhang, Yifan Zhu, Xiaolong Xu, Haolong Xiang, Amin Beheshti, Xuyun Zhang, Lianyong Qi
2025	A*	`conf`	DocKS-RAG: Optimizing Document-Level Relation Extraction through LLM-Enhanced Hybrid Prompt Tuning. ICML Xiaolong Xu, Yibo Zhou, Haolong Xiang, Xiaoyong Li, Xuyun Zhang, Lianyong Qi, Wanchun Dou
2025	A*	`conf`	Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion. IJCAI Haolong Xiang, Xiaolong Xu, Guangdong Wang, Xuyun Zhang, Xiaoyong Li, Qi Zhang, Amin Beheshti, Wei Fan
2025	A*	`conf`	Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation. AAAI Te Song, Lianyong Qi, Weiming Liu, Fan Wang, Xiaolong Xu, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou, Wanchun Dou
2025	B	`conf`	Enhancing the Transferability of Adversarial Attacks with Majority-Vote. SMC Zhaorong Xie, Chanying Huang, Qianmu Li, Rui Wang, Jing Zhang, Xuyun Zhang
2025	J	`jnl`	ExBigBang: A Dynamic Approach for Explainable Persona Classification through Contextualized Hybrid Transformer Analysis. CoRR Saleh Afzoon, Amin Beheshti, Nabi Rezvani, Farshad Khunjush, Usman Naseem, John McMahon, Zahra Fathollahi, Mahdieh Labani, Wathiq Mansoor, Xuyun Zhang
2025	A*	`conf`	Fine-Grained and Efficient Self-Unlearning with Layered Iteration. IJCAI Hongyi Lyu, Xuyun Zhang, Hongsheng Hu, Shuo Wang, Chaoxiang He, Lianyong Qi
2025	A	`conf`	HRCformer: Hierarchical Recursive Convolution-Transformer with Multi-Scale Adaptive Recalibration for Time Series Forecasting. CIKM Dejiang Zhang, Lianyong Qi, Yuwen Liu, Xucheng Zhou, Jianye Xie, Haolong Xiang, Xiaolong Xu, Xuyun Zhang, Yang Cao, Yang Zhang
2025	A*	`conf`	Hyperbolic Variational Graph Auto-Encoder for Next POI Recommendation. WWW Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Fan Wang, Xiaolong Xu, Xuyun Zhang, Wanchun Dou, Xiaokang Zhou, Amin Beheshti
2025	—	`conf`	Hypergraph Disentangling and Cross-Level Contrastive Learning for Recommendation. ADMA (2) Yu Zhang, Shunmei Meng, Jielong Zhou, Qianmu Li, Xuyun Zhang
2025	A*	`conf`	Incomplete Multi-View Multi-Label Classification via Diffusion-Guided Redundancy Removal. AAAI Shilong Ou, Zhe Xue, Lixiong Qin, Yawen Li, MeiYu Liang, Junjiang Wu, Xuyun Zhang, Amin Beheshti, Yuankai Qi
2025	J	`jnl`	Integrated Resource Allocation for Sequential Task Offloading in Edge Computing. IEEE Trans. Serv. Comput. Meiyan Teng, Xin Li, Xuyun Zhang, Yanling Bu, Kun Zhu, Adnan Mahmood, Jie Wu, Quan Z. Sheng
2025	J	`jnl`	Knowledge&Social-based collaborative method with contrastive graph structure learning for explainable recommendation. Inf. Sci. Shunmei Meng, Xuyun Zhang, Nan Liu, Longchuan Tu, Qianmu Li
2025	A	`conf`	LLMGCL: Graph Contrastive Learning with Large Language Models for Recommendation. ICWS Shiqi Ge, Shunmei Meng, Jielong Zhou, Lianyong Qi, Xiaolong Xu, Xuyun Zhang
2025	J	`jnl`	MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion. CoRR Haolong Xiang, Peisi Wang, Xiaolong Xu, Kun Yi, Xuyun Zhang, Quanzheng Sheng, Amin Beheshti, Wei Fan
2025	J	`jnl`	Multi-agent deep reinforcement learning based multi-task partial computation offloading in mobile edge computing. Future Gener. Comput. Syst. Han Li, Shunmei Meng, Jin Sun, Zhicheng Cai, Qianmu Li, Xuyun Zhang
2025	A*	`conf`	NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification. AAAI Xiaolong Xu, Yibo Zhou, Haolong Xiang, Xiaoyong Li, Xuyun Zhang, Lianyong Qi, Wanchun Dou
2025	J	`jnl`	PerFedKG: two-stage information-loop federated knowledge graph for personalized privacy-preserving recommendation systems. Sci. China Inf. Sci. Fan Wang, Xuyun Zhang, Weiming Liu, Li Li, Yuwen Liu, Zhongyuan Zhang, Guanfeng Liu, Shengye Pang, Xiaolong Xu, Lianyong Qi
2025	A*	`conf`	Policy Filtration for RLHF to Mitigate Noise in Reward Models. ICML Chuheng Zhang, Wei Shen, Li Zhao, Xuyun Zhang, Xiaolong Xu, Wanchun Dou, Jiang Bian
2025	A*	`conf`	RSFomer: Time Series Transformer for Robust Sports Action Recognition. ACM Multimedia Yongan Guo, Zhongyan Zhou, Yuao Wang, Na Zhu, Xuyun Zhang, Hongwang Xiao, Yuan Miao, Bo Li
2025	J	`jnl`	Reference Recommendation based Membership Inference Attack against Hybrid-based Recommender Systems. CoRR Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Hongsheng Hu, Wanchun Dou
2025	J	`jnl`	Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction. CoRR Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Xiaolong Xu, Wanchun Dou
2025	—	`conf`	Shilling Attacks on GNN-Based Recommender Systems with Graph Contrastive Learning. APWeb-WAIM (3) Qixin Guan, Shunmei Meng, Qianmu Li, Xuyun Zhang
2025	B	`conf`	Towards Effective Edge Unlearning: Enhancing Graph Unlearning via Contrastive Learning with Adversarial Example. IJCNN Miaolin Xing, Jielong Zhou, Shunmei Meng, Nan Liu, Xuyun Zhang
2025	A*	`conf`	Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation. IJCAI Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Shichao Pei, Fan Wang, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou
2025	—	`conf`	eBASE: Real-Time Battery Swap Recommendation System for eBike Users. DASFAA (6) Siwei Zhou, Yongchun Gu, Zhao Li, Yangzhen Li, Chengxiang Zhu, Xuanwu Liu, Jiaming Huang, Ming Li, Xuyun Zhang, Minglu Li
2024	J	`jnl`	A cloud-edge service offloading method for the metaverse in smart manufacturing. Softw. Pract. Exp. Haolong Xiang, Xuyun Zhang, Muhammad Bilal
2024	A*	`conf`	Adaptive Hypergraph Network for Trust Prediction. ICDE Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou
2024	J	`jnl`	Adaptive Hypergraph Network for Trust Prediction. CoRR Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou
2024	A*	`conf`	Attention Based Document-level Relation Extraction with None Class Ranking Loss. IJCAI Xiaolong Xu, Chenbin Li, Haolong Xiang, Lianyong Qi, Xuyun Zhang, Wanchun Dou
2024	A	`conf`	CHDAER: Consistent Hashing-based Data Allocation for Efficient Recommendation in Edge Environment. CIKM Zhikang Feng, Chao Yan, Rong Jiang, Xiaolong Xu, Xuyun Zhang, Xiaokang Zhou, Wanchun Dou, Lianyong Qi
2024	A*	`conf`	CMCLRec: Cross-modal Contrastive Learning for User Cold-start Sequential Recommendation. SIGIR Xiaolong Xu, Hongsheng Dong, Lianyong Qi, Xuyun Zhang, Haolong Xiang, Xiaoyu Xia, Yanwei Xu, Wanchun Dou
2024	—	`conf`	Cascading Graph Convolution Contrastive Learning Networks for Multi-behavior Recommendation. DASFAA (6) Nan Liu, Shunmei Meng, Yu Jiang, Qianmu Li, Xiaolong Xu, Lianyong Qi, Xuyun Zhang
2024	A*	`conf`	Cluster-driven Personalized Federated Recommendation with Interest-aware Graph Convolution Network for Multimedia. ACM Multimedia Xingyuan Mao, Yuwen Liu, Lianyong Qi, Li Duan, Xiaolong Xu, Xuyun Zhang, Wanchun Dou, Amin Beheshti, Xiaokang Zhou
2024	A*	`conf`	Counterfactual User Sequence Synthesis Augmented with Continuous Time Dynamic Preference Modeling for Sequential POI Recommendation. IJCAI Lianyong Qi, Yuwen Liu, Weiming Liu, Shichao Pei, Xiaolong Xu, Xuyun Zhang, Yingjie Wang, Wanchun Dou
2024	A*	`conf`	DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices. NeurIPS Yongzhe Jia, Xuyun Zhang, Hongsheng Hu, Kim-Kwang Raymond Choo, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Wanchun Dou
2024	J	`jnl`	DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices. CoRR Yongzhe Jia, Xuyun Zhang, Hongsheng Hu, Kim-Kwang Raymond Choo, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Wanchun Dou
2024	J	`jnl`	Diversified and compatible web APIs recommendation based on game theory in IoT. Digit. Commun. Networks Wenwen Gong, Huiping Wu, Xiaokang Wang, Xuyun Zhang, Yawei Wang, Yifei Chen, Mohammad Reza Khosravi
2024	A*	`conf`	EEiF: Efficient Isolated Forest with e Branches for Anomaly Detection. ICDM Yifan Zhang, Haolong Xiang, Xuyun Zhang, Xiaolong Xu, Wei Fan, Qin Zhang, Lianyong Qi
2024	J	`jnl`	EdgeAuth: An intelligent token-based collaborative authentication scheme. Softw. Pract. Exp. Xutong Jiang, Ruihan Dou, Qiang He, Xuyun Zhang, Wanchun Dou
2024	A	`conf`	EvidenceQuest: An Interactive Evidence Discovery System for Explainable Artificial Intelligence. WSDM Ambreen Hanif, Amin Beheshti, Xuyun Zhang, Steven Wood, Boualem Benatallah, EuJin Foo
2024	A*	`conf`	FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing. AAAI Yongzhe Jia, Xuyun Zhang, Amin Beheshti, Wanchun Dou
2024	J	`jnl`	FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing. CoRR Yongzhe Jia, Xuyun Zhang, Amin Beheshti, Wanchun Dou
2024	A	`conf`	GLFNet: Global and Local Frequency-domain Network for Long-term Time Series Forecasting. CIKM Xucheng Zhou, Yuwen Liu, Lianyong Qi, Xiaolong Xu, Wanchun Dou, Xuyun Zhang, Yang Zhang, Xiaokang Zhou
2024	—	`conf`	GraphSAGE-based POI Recommendation via Continuous-Time Modeling. WWW (Companion Volume) Yuwen Liu, Lianyong Qi, Weiming Liu, Xiaolong Xu, Xuyun Zhang, Wanchun Dou
2024	J	`jnl`	Guest Editorial: Special issue on trustworthy machine learning for behavioural and social computing. CAAI Trans. Intell. Technol. Zhi-Hui Zhan, Jianxin Li, Xuyun Zhang, Deepak Puthal
2024	A	`conf`	Hyperbolic Contrastive Learning with Second Order Sampling for Collaborative Filtering. ICWS Longchuan Tu, Shunmei Meng, Lianyong Qi, Xiaolong Xu, Xuyun Zhang
2024	J	`jnl`	Looking From the Future: Multi-order Iterations Can Enhance Adversarial Attack Transferability. CoRR Zijian Ying, Qianmu Li, Tao Wang, Zhichao Lian, Shunmei Meng, Xuyun Zhang
2024	A	`conf`	Optimized MARL for Latency-Sensitive Collaborative Service Placement in Edge Computing. ICWS Guoqiang Liu, Xiaolong Xu, Xiyuan Xu, Xinyue Ji, Lianyong Qi, Xuyun Zhang
2024	J	`jnl`	Privacy-Preserving Truth Discovery Based on Secure Multi-Party Computation in Vehicle-Based Mobile Crowdsensing. IEEE Trans. Intell. Transp. Syst. Tao Peng, Wentao Zhong, Guojun Wang, Entao Luo, Shui Yu, Yi-Ning Liu, Yi Yang, Xuyun Zhang
2024	J	`jnl`	Privacy-preserving Point-of-interest Recommendation based on Simplified Graph Convolutional Network for Geological Traveling. ACM Trans. Intell. Syst. Technol. Yuwen Liu, Xiaokang Zhou, Huaizhen Kou, Yawu Zhao, Xiaolong Xu, Xuyun Zhang, Lianyong Qi
2024	J	`jnl`	SecDM: A Secure and Lossless Human Mobility Prediction System. IEEE Trans. Serv. Comput. Lin Liu, Shaojing Fu, XueLun Huang, Yuchuan Luo, Xuyun Zhang, Kim-Kwang Raymond Choo
2024	—	`conf`	Semantic Similarity-Based Graph Contrastive Learning for Recommender System. WISE (3) Longchuan Tu, Shunmei Meng, Xiao Liu, Guanfeng Liu, Amin Beheshti, Xuyun Zhang
2024	A*	`conf`	Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought. IJCAI Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Lianyong Qi, Amin Beheshti, Xiaolong Xu, Kim-Kwang Raymond Choo, Shuo Wang, Hongsheng Hu
2024	J	`jnl`	Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought. CoRR Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Lianyong Qi, Amin Beheshti, Xiaolong Xu, Kim-Kwang Raymond Choo, Shuo Wang, Hongsheng Hu
2024	—	`conf`	Solving Many-Objective Optimization Problems Using Selection Hyper-Heuristics. ICAART (3) Adeem Ali Anwar, Guanfeng Liu, Xuyun Zhang
2024	J	`jnl`	Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning. IEEE Trans. Dependable Secur. Comput. Hongsheng Hu, Xuyun Zhang, Zoran Salcic, Lichao Sun, Kim-Kwang Raymond Choo, Gillian Dobbie
2024	—	`conf`	Spatio-Temporal Aware Next Point-of-Interest Recommendation with Privacy Preserving. DASFAA (4) Guoming Zhang, Xuyun Zhang, Lianyong Qi, Xiaolong Xu, Man Li, Wanchun Dou
2024	J	`jnl`	The Path to Defence: A Roadmap to Characterising Data Poisoning Attacks on Victim Models. ACM Comput. Surv. Tarek Chaalan, Shaoning Pang, Joarder Kamruzzaman, Iqbal Gondal, Xuyun Zhang
2023	B	`conf`	A Blockchain-enabled Secure Access Management Method in Edge Computing. ICPADS Xutong Jiang, Guoming Zhang, Hao Tian, Haolong Xiang, Xuyun Zhang, Wanchun Dou
2023	B	`conf`	A Comprehensive Survey of Explainable Artificial Intelligence (XAI) Methods: Exploring Transparency and Interpretability. WISE Ambreen Hanif, Amin Beheshti, Boualem Benatallah, Xuyun Zhang, Habiba, EuJin Foo, Nasrin Shabani, Maryam Shahabikargar
2023	B	`conf`	A Contextualized Transformer-Based Method for Cyberbullying Detection. DSAA Nabi Rezvani, Amin Beheshti, Xuyun Zhang
2023	J	`jnl`	A Correlation Graph Based Approach for Personalized and Compatible Web APIs Recommendation in Mobile APP Development. IEEE Trans. Knowl. Data Eng. Lianyong Qi, Wenmin Lin, Xuyun Zhang, Wanchun Dou, Xiaolong Xu, Jinjun Chen
2023	—	`conf`	A Preference-Based Indicator Selection Hyper-Heuristic for Optimization Problems. ADMA (1) Adeem Ali Anwar, Irfan Younas, Guanfeng Liu, Xuyun Zhang
2023	J	`jnl`	An intelligent recommendation method based on multi-interest network and adversarial deep learning. Comput. Secur. Shunmei Meng, Qianmu Li, Lianyong Qi, Xiaolong Xu, Rui Yuan, Xuyun Zhang
2023	J	`jnl`	Auditory Receptive Field Net Based Automatic Snore Detection for Wearable Devices. IEEE J. Biomed. Health Informatics Xiyuan Hu, Jingpeng Sun, Jinping Dong, Xuyun Zhang
2023	J	`jnl`	CETN: Contrast-enhanced Through Network for CTR Prediction. CoRR Honghao Li, Lei Sang, Yi Zhang, Xuyun Zhang, Yiwen Zhang
2023	A*	`conf`	Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection. ICDM Haolong Xiang, Xuyun Zhang, Mark Dras, Amin Beheshti, Wanchun Dou, Xiaolong Xu
2023	J	`jnl`	Differentially private locality sensitive hashing based federated recommender system. Concurr. Comput. Pract. Exp. Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Lingjuan Lyu, Xuyun Zhang
2023	J	`jnl`	Digital-Twin-Enabled 6G Mobile Network Video Streaming Using Mobile Crowdsourcing. IEEE J. Sel. Areas Commun. Lianyong Qi, Xiaolong Xu, Xiaotong Wu, Qiang Ni, Yuan Yuan, Xuyun Zhang
2023	A	`conf`	Disentangled Hypergraph Collaborative Filtering for Social Recommendation. ICWS Xiao Liu, Shunmei Meng, Qianmu Li, Xiaolong Xu, Lianyong Qi, Wanchun Dou, Jing Zhang, Xuyun Zhang
2023	B	`conf`	Federated Anomaly Detection with Isolation Forest for IoT Network Traffics. ICPADS Junyan Li, Xuyun Zhang, Haolong Xiang, Amin Beheshti
2023	—	`conf`	Federated Learning Based Satellite-Marine Integrated Training for Marine Edge Intelligence. DASC/PiCom/CBDCom/CyberSciTech Jierui Jin, Jie Zhang, Xiaolong Xu, Ke Meng, Xiaokang Zhou, Lianyong Qi, Xuyun Zhang, Wanchun Dou
2023	A	`conf`	International Workshop on Edge-Cloud Intelligence (ECI@CIKM2023). CIKM Lianyong Qi, Xuyun Zhang, Xiaolong Xu, Wenwen Gong
2023	B	`conf`	Multi-Granularity Entity Recognition based Sentence Ranking for Multi-Document Summarization. DSAA Guowei Zhang, Xuyun Zhang, Zhiyong Wang, Amin Beheshti
2023	J	`jnl`	NACA: A Joint Distortion-Based Non-Additive Cost Assignment Method for Video Steganography. IEEE Trans. Dependable Secur. Comput. Yi Chen, Zoran Salcic, Hongxia Wang, Kim-Kwang Raymond Choo, Xuyun Zhang
2023	B	`conf`	Noise-Augmented Contrastive Learning for Sequential Recommendation. WISE Kun He, Shunmei Meng, Qianmu Li, Xiao Liu, Amin Beheshti, Xiaoxiao Chi, Xuyun Zhang
2023	A*	`conf`	OptIForest: Optimal Isolation Forest for Anomaly Detection. IJCAI Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu
2023	J	`jnl`	OptIForest: Optimal Isolation Forest for Anomaly Detection. CoRR Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu
2023	A	`conf`	ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence. ICWS Amin Beheshti, Jian Yang, Quan Z. Sheng, Boualem Benatallah, Fabio Casati, Schahram Dustdar, Hamid Reza Motahari-Nezhad, Xuyun Zhang, Shan Xue
2023	J	`jnl`	ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence. CoRR Amin Beheshti, Jian Yang, Quan Z. Sheng, Boualem Benatallah, Fabio Casati, Schahram Dustdar, Hamid Reza Motahari-Nezhad, Xuyun Zhang, Shan Xue
2023	A*	`conf`	RePreM: Representation Pre-training with Masked Model for Reinforcement Learning. AAAI Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang
2023	J	`jnl`	RePreM: Representation Pre-training with Masked Model for Reinforcement Learning. CoRR Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang
2023	A*	`conf`	Reinforcement Learning based Hyper-heuristics for Many-objective Pickup and Delivery Problem. ICDM Adeem Ali Anwar, Xuyun Zhang
2023	A	`conf`	SMEF: Social-aware Multi-dimensional Edge Features-based Graph Representation Learning for Recommendation. CIKM Xiao Liu, Shunmei Meng, Qianmu Li, Lianyong Qi, Xiaolong Xu, Wanchun Dou, Xuyun Zhang
2023	J	`jnl`	Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning. CoRR Hongsheng Hu, Xuyun Zhang, Zoran Salcic, Lichao Sun, Kim-Kwang Raymond Choo, Gillian Dobbie
2023	J	`jnl`	Special issue on privacy, security, and trust in computational intelligence. Comput. Intell. Xuyun Zhang, Deepak Puthal, Chi Yang
2023	J	`jnl`	TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT. ACM Trans. Sens. Networks Gaofeng Zhang, Yu Li, Xudan Bao, Chinmay Chakraborty, Joel J. P. C. Rodrigues, Liping Zheng, Xuyun Zhang, Lianyong Qi, Mohammad Reza Khosravi
2023	J	`jnl`	Watermarking Text Data on Large Language Models for Dataset Copyright Protection. CoRR Yixin Liu, Hongsheng Hu, Xuyun Zhang, Lichao Sun
2022	—	`conf`	A Cricket-Based Selection Hyper-Heuristic for Many-Objective Optimization Problems. ADMA (2) Adeem Ali Anwar, Irfan Younas, Guanfeng Liu, Amin Beheshti, Xuyun Zhang
2022	A	`conf`	A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS. CIKM Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Jian Xie
2022	J	`jnl`	A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS. CoRR Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Jian Xie
2022	—	`conf`	An Intelligent Resource Scheduling Method with Edge Channel Deployment for BPM. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta Bowen Liu, Wanchun Dou, Xiaokang Zhou, Xuyun Zhang, Lianyong Qi, Fei Dai, Chaochao Chen
2022	B	`conf`	Attention-aware Multi-hop Trust Inference in Online Social Networks. DSAA Rongwei Xu, Guanfeng Liu, Xianmei Hua, Shiqi Ye, Xuyun Zhang, Junwen Lu
2022	J	`jnl`	Bidirectional GRU networks-based next POI category prediction for healthcare. Int. J. Intell. Syst. Yuwen Liu, Zuolong Song, Xiaolong Xu, Wajid Rafique, Xuyun Zhang, Jun Shen, Mohammad Reza Khosravi, Lianyong Qi
2022	A	`conf`	Crowdsourcing-based Multi-Device Communication Cooperation for Mobile High-Quality Video Enhancement. WSDM Xiaotong Wu, Lianyong Qi, Xiaolong Xu, Shui Yu, Wanchun Dou, Xuyun Zhang
2022	A*	`conf`	DAWAR: Diversity-aware Web APIs Recommendation for Mashup Creation based on Correlation Graph. SIGIR Wenwen Gong, Xuyun Zhang, Yifei Chen, Qiang He, Amin Beheshti, Xiaolong Xu, Chao Yan, Lianyong Qi
2022	J	`jnl`	DDCA: A Distortion Drift-Based Cost Assignment Method for Adaptive Video Steganography in the Transform Domain. IEEE Trans. Dependable Secur. Comput. Yi Chen, Hongxia Wang, Kim-Kwang Raymond Choo, Peisong He, Zoran Salcic, Dali Kaafar, Xuyun Zhang
2022	J	`jnl`	Data-Driven Web APIs Recommendation for Building Web Applications. IEEE Trans. Big Data Lianyong Qi, Qiang He, Feifei Chen, Xuyun Zhang, Wanchun Dou, Qiang Ni
2022	A*	`conf`	DeepiForest: A Deep Anomaly Detection Framework with Hashing Based Isolation Forest. ICDM Haolong Xiang, Hongsheng Hu, Xuyun Zhang
2022	J	`jnl`	DisCOV: Distributed COVID-19 Detection on X-Ray Images With Edge-Cloud Collaboration. IEEE Trans. Serv. Comput. Xiaolong Xu, Hao Tian, Xuyun Zhang, Lianyong Qi, Qiang He, Wanchun Dou
2022	B	`conf`	DisCOV: Distributed COVID-19 Detection on X-Ray Images with Edge-Cloud Collaboration. SERVICES Xiaolong Xu, Hao Tian, Xuyun Zhang, Lianyong Qi, Qiang He, Wanchun Dou
2022	B	`conf`	Domain Knowledge Enhanced Text Mining for Identifying Mental Disorder Patterns. DSAA Maryam Shahabikargar, Amin Beheshti, Amin Khatami, Ricky Nguyen, Xuyun Zhang, Hamid Alinejad-Rokny
2022	J	`jnl`	Edge computing empowered anomaly detection framework with dynamic insertion and deletion schemes on data streams. World Wide Web Haolong Xiang, Xuyun Zhang
2022	J	`jnl`	Editorial: Convergency of AI and Cloud/Edge Computing for Big Data Applications. Mob. Networks Appl. Xuyun Zhang, Lianyong Qi, Yuan Yuan
2022	—	`conf`	Efficient Federated Learning with Adaptive Channel Pruning for Edge Devices. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta Yongzhe Jia, Xuyun Zhang, Bowen Liu, Wanchun Dou
2022	B	`conf`	Evidence Based Pipeline for Explaining Artificial Intelligence Algorithms with Interactions. DSAA Ambreen Hanif, Amin Beheshti, Boualem Benatallah, Xuyun Zhang, Steven Wood
2022	J	`jnl`	FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT. IEEE Trans. Ind. Informatics Jianhua Li, Lingjuan Lyu, Ximeng Liu, Xuyun Zhang, Xixiang Lyu
2022	J	`jnl`	FlowSpectrum: a concrete characterization scheme of network traffic behavior for anomaly detection. World Wide Web Luming Yang, Shaojing Fu, Xuyun Zhang, Shize Guo, Yongjun Wang, Chi Yang
2022	J	`jnl`	Identifying fraud in medical insurance based on blockchain and deep learning. Future Gener. Comput. Syst. Guoming Zhang, Xuyun Zhang, Muhammad Bilal, Wanchun Dou, Xiaolong Xu, Joel J. P. C. Rodrigues
2022	A	`conf`	Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations. CIKM Yuanying Cai, Chuheng Zhang, Wei Shen, Xiaonan He, Xuyun Zhang, Longbo Huang
2022	J	`jnl`	MRMondrian: Scalable Multidimensional Anonymisation for Big Data Privacy Preservation. IEEE Trans. Big Data Xuyun Zhang, Lianyong Qi, Wanchun Dou, Qiang He, Christopher Leckie, Ramamohanarao Kotagiri, Zoran Salcic
2022	J	`jnl`	Membership Inference Attacks on Machine Learning: A Survey. ACM Comput. Surv. Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Philip S. Yu, Xuyun Zhang
2022	A*	`conf`	Membership Inference via Backdooring. IJCAI Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang
2022	J	`jnl`	Membership Inference via Backdooring. CoRR Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang
2022	J	`jnl`	PSDF: Privacy-aware IoV Service Deployment with Federated Learning in Cloud-Edge Computing. ACM Trans. Intell. Syst. Technol. Xiaolong Xu, Wentao Liu, Yulan Zhang, Xuyun Zhang, Wanchun Dou, Lianyong Qi, Md. Zakirul Alam Bhuiyan
2022	—	`conf`	Privacy-aware Data Fusion and Prediction for Smart City Services in Edge Computing Environment. iThings/GreenCom/CPSCom/SmartData/Cybermatics Lianyong Qi, Xiaoxiao Chi, Xiaokang Zhou, Qi Liu, Fei Dai, Xiaolong Xu, Xuyun Zhang
2022	A	`conf`	Service Caching for Meteorological Emergency Decision-making in Cloud-Edge Computing. ICWS Hanzhi Yan, Xiaolong Xu, Fei Dai, Lianyong Qi, Xuyun Zhang, Wanchun Dou
2022	A	`conf`	Smart Contract Scams Detection with Topological Data Analysis on Account Interaction. CIKM Shuhui Fan, Shaojing Fu, Yuchuan Luo, Haoran Xu, Xuyun Zhang, Ming Xu
2022	J	`jnl`	Sports match prediction model for training and exercise using attention-based LSTM network. Digit. Commun. Networks Qiyun Zhang, Xuyun Zhang, Hongsheng Hu, Caizhong Li, Yinping Lin, Rui Ma
2022	A*	`conf`	TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets. ICDM Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tieyan Liu
2022	J	`jnl`	TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets. CoRR Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tieyan Liu
2021	J	`jnl`	A Low-Cost Two-Tier Fog Computing Testbed for Streaming IoT-Based Applications. IEEE Internet Things J. Sang Nguyen, Zoran Salcic, Xuyun Zhang, Akshat Bisht
2021	—	`conf`	A Low-Latency Metadata Service for Geo-Distributed File Systems. WISE (1) Chuangwei Lin, Bowen Liu, Wei Zhou, Yueyue Xu, Xuyun Zhang, Wanchun Dou
2021	—	`conf`	A Survey on Explainable Artificial Intelligence Techniques and Challenges. EDOC Workshops Ambreen Hanif, Xuyun Zhang, Steven Wood
2021	J	`jnl`	A WiFi-aware method for mobile data offloading with deadline constraints. Concurr. Comput. Pract. Exp. Wenda Tang, Chaobing Wu, Lianyong Qi, Xuyun Zhang, Xiaolong Xu, Wanchun Dou
2021	J	`jnl`	A blockchain-based computation offloading method for edge computing in 5G networks. Softw. Pract. Exp. Xiaolong Xu, Yi Chen, Xuyun Zhang, Qingxiang Liu, Xihua Liu, Lianyong Qi
2021	C	`conf`	An Empirical Study on Human Flying Imagery Using EEG. ADMA Yichen Tang, Wei Chen, Xuyun Zhang
2021	—	`conf`	An Optimized Greedy-Based Task Offloading Method for Mobile Edge Computing. ICA3PP (1) Wei Zhou, Chuangwei Lin, Jirun Duan, Ke Ren, Xuyun Zhang, Wanchun Dou
2021	J	`jnl`	An attention-based category-aware GRU model for the next POI recommendation. Int. J. Intell. Syst. Yuwen Liu, Aixiang Pei, Fan Wang, Yihong Yang, Xuyun Zhang, Hao Wang, Hongning Dai, Lianyong Qi, Rui Ma
2021	J	`jnl`	Clustering-based Efficient Privacy-preserving Face Recognition Scheme without Compromising Accuracy. ACM Trans. Sens. Networks Meng Liu, Hongsheng Hu, Haolong Xiang, Chi Yang, Lingjuan Lyu, Xuyun Zhang
2021	J	`jnl`	CoPace: Edge Computation Offloading and Caching for Self-Driving With Deep Reinforcement Learning. IEEE Trans. Veh. Technol. Hao Tian, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wanchun Dou, Shui Yu, Qiang Ni
2021	J	`jnl`	Compatibility-Aware Web API Recommendation for Mashup Creation via Textual Description Mining. ACM Trans. Multim. Comput. Commun. Appl. Lianyong Qi, Houbing Song, Xuyun Zhang, Gautam Srivastava, Xiaolong Xu, Shui Yu
2021	A	`conf`	Computation Offloading and Resource Management for Energy and Cost Trade-Offs with Deep Reinforcement Learning in Mobile Edge Computing. ICSOC Ruichao Mo, Xiaolong Xu, Xuyun Zhang, Lianyong Qi, Qi Liu
2021	—	`conf`	Cooperative Task Offloading for Internet of Vehicles in Cloud-edge Computing. HPCC/DSS/SmartCity/DependSys Linjie Gu, Xiaolong Xu, Lianyong Qi, Yiwen Zhang, Xuyun Zhang, Wanchun Dou
2021	J	`jnl`	Crowdsourcing-based Multi-Device Communication Cooperation for Mobile High-Quality Video Enhancement. CoRR Xiaotong Wu, Lianyong Qi, Xiaolong Xu, Shui Yu, Wanchun Dou, Xuyun Zhang
2021	C	`conf`	Deep Reinforcement Learning Based Iterative Participant Selection Method for Industrial IoT Big Data Mobile Crowdsourcing. ADMA Yan Wang, Yun Tian, Xuyun Zhang, Xiaonan He, Shu Li, Jia Zhu
2021	J	`jnl`	Diversified and Scalable Service Recommendation With Accuracy Guarantee. IEEE Trans. Comput. Soc. Syst. Lina Wang, Xuyun Zhang, Tian Wang, Shaohua Wan, Gautam Srivastava, Shaoning Pang, Lianyong Qi
2021	J	`jnl`	Diversity-aware Web APIs Assignment and Recommendation for Mashup Creation with Compatibility Guarantee. CoRR Wenwen Gong, Huiping Wu, Xiaokang Wang, Xuyun Zhang, Yifei Chen, Song Jia, Mohammad Reza Khosravi
2021	J	`jnl`	Diversity-aware Web APIs Recommendation with Compatibility Guarantee. CoRR Wenwen Gong, Yulan Zhang, Xuyun Zhang, Yucong Duan, Yawei Wang, Yifei Chen, Lianyong Qi
2021	J	`jnl`	Dynamic server placement in edge computing toward Internet of Vehicles. Comput. Commun. Bowen Shen, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Gautam Srivastava
2021	B	`conf`	EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks. IJCNN Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Yi Chen, Xuyun Zhang
2021	J	`jnl`	Efficient and Lightweight Data Streaming Authentication in Industrial Control and Automation Systems. IEEE Trans. Ind. Informatics Jian Xu, Qingyu Meng, Jun Wu, James Xi Zheng, Xuyun Zhang, Suraj Sharma
2021	A	`conf`	Game Theory-Based Task Offloading and Resource Allocation for Vehicular Networks in Edge-Cloud Computing. ICWS Qinting Jiang, Xiaolong Xu, Qiang He, Xuyun Zhang, Fei Dai, Lianyong Qi, Wanchun Dou
2021	A	`conf`	GoDeep: Intelligent IoV Service Deployment and Execution with Privacy Preservation in Cloud-edge Computing. ICWS Wentao Liu, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wanchun Dou
2021	J	`jnl`	Guest Editorial: Artificial Intelligence for Securing Industrial-Based Cyber-Physical Systems. IEEE Trans. Ind. Informatics Gautam Srivastava, Jerry Chun-Wei Lin, Xuyun Zhang, Vincent S. Tseng
2021	A	`conf`	International Workshop on Privacy, Security and Trust in Computational Intelligence (PSTCI2021). CIKM Xuyun Zhang, Deepak Puthal, Chi Yang, Guanfeng Liu, Kim-Kwang Raymond Choo, Hongzhi Yin
2021	J	`jnl`	Isolation Forest Based Anomaly Detection Framework on Non-IID Data. IEEE Intell. Syst. Haolong Xiang, Jiayu Wang, Kotagiri Ramamohanarao, Zoran Salcic, Wanchun Dou, Xuyun Zhang
2021	J	`jnl`	Large-Scale High-Utility Sequential Pattern Analytics in Internet of Things. IEEE Internet Things J. Gautam Srivastava, Jerry Chun-Wei Lin, Xuyun Zhang, Yuanfa Li
2021	J	`jnl`	Location-Aware Service Recommendations With Privacy-Preservation in the Internet of Things. IEEE Trans. Comput. Soc. Syst. Wenmin Lin, Xuyun Zhang, Lianyong Qi, Weimin Li, Shancang Li, Victor S. Sheng, Surya Nepal
2021	J	`jnl`	Membership Inference Attacks on Machine Learning: A Survey. CoRR Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Xuyun Zhang
2021	J	`jnl`	Point-of-Interest Recommendation with User's Privacy Preserving in an IoT Environment. Mob. Networks Appl. Guoming Zhang, Lianyong Qi, Xuyun Zhang, Xiaolong Xu, Wanchun Dou
2021	B	`conf`	Predicting Parking Occupancy by FPGA-Accelerated DNN Models at Fog Layer. SMARTCOMP Sang Nguyen, Zoran Salcic, Utsav Trivedi, Xuyun Zhang
2021	J	`jnl`	Privacy-Aware Data Fusion and Prediction With Spatial-Temporal Context for Smart City Industrial Environment. IEEE Trans. Ind. Informatics Lianyong Qi, Chunhua Hu, Xuyun Zhang, Mohammad Reza Khosravi, Suraj Sharma, Shaoning Pang, Tian Wang
2021	A	`conf`	Reliable and Privacy-Preserving Task Matching in Blockchain-Based Crowdsourcing. CIKM Baolai Wang, Shaojing Fu, Xuyun Zhang, Tao Xie, Lingjuan Lyu, Yuchuan Luo
2021	J	`jnl`	Secure Service Offloading for Internet of Vehicles in SDN-Enabled Mobile Edge Computing. IEEE Trans. Intell. Transp. Syst. Xiaolong Xu, Qihe Huang, Haibin Zhu, Suraj Sharma, Xuyun Zhang, Lianyong Qi, Md. Zakirul Alam Bhuiyan
2021	J	`jnl`	Service offloading oriented edge server placement in smart farming. Softw. Pract. Exp. Jie Zhang, Xiang Li, Xuyun Zhang, Yuan Xue, Gautam Srivastava, Wanchun Dou
2021	A*	`conf`	Source Inference Attacks in Federated Learning. ICDM Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang
2021	J	`jnl`	Source Inference Attacks in Federated Learning. CoRR Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang
2021	J	`jnl`	Towards effective learning for face super-resolution with shape and pose perturbations. Knowl. Based Syst. Xiyuan Hu, Zhenfeng Fan, Xu Jia, Zhihui Li, Xuyun Zhang, Lianyong Qi, Zuxing Xuan
2021	J	`jnl`	TripRes: Traffic Flow Prediction Driven Resource Reservation for Multimedia IoV with Edge Computing. ACM Trans. Multim. Comput. Commun. Appl. Xiaolong Xu, Zijie Fang, Lianyong Qi, Xuyun Zhang, Qiang He, Xiaokang Zhou
2020	J	`jnl`	A Game-Theoretical Approach for User Allocation in Edge Computing Environment. IEEE Trans. Parallel Distributed Syst. Qiang He, Guangming Cui, Xuyun Zhang, Feifei Chen, Shuiguang Deng, Hai Jin, Yanhui Li, Yun Yang
2020	B	`conf`	A Locality Sensitive Hashing Based Approach for Federated Recommender System. CCGRID Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Xuyun Zhang
2020	—	`conf`	A Proof-of-Majority Consensus Protocol for Blockchain-enabled Collaboration Infrastructure of 5G Network Slice Brokers. BSCI Wenmin Lin, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wanchun Dou, Mohammad Reza Khosravi
2020	J	`jnl`	A QoS-aware virtual machine scheduling method for energy conservation in cloud-based cyber-physical systems. World Wide Web Lianyong Qi, Yi Chen, Yuan Yuan, Shucun Fu, Xuyun Zhang, Xiaolong Xu
2020	—	`conf`	A Service Computing Framework for Proteomics Analysis and Collaboration of Pathogenic Mechanism Studies. SCC Huaming Chen, Fucun Li, Geng Sun, Xuyun Zhang, Xianjun Dong, Lei Wang, Kewen Liao, Haifeng Shen, Jun Shen
2020	—	`conf`	A Survey of Game Theoretical Privacy Preservation for Data Sharing and Publishing. SPDE Datong Wu, Xiaotong Wu, Jiaquan Gao, Genlin Ji, Taotao Wu, Xuyun Zhang, Wanchun Dou
2020	J	`jnl`	A balanced virtual machine scheduling method for energy-performance trade-offs in cyber-physical cloud systems. Future Gener. Comput. Syst. Xiaolong Xu, Xuyun Zhang, Maqbool Khan, Wanchun Dou, Shengjun Xue, Shui Yu
2020	J	`jnl`	An insurance theory based optimal cyber-insurance contract against moral hazard. Inf. Sci. Wanchun Dou, Wenda Tang, Xiaotong Wu, Lianyong Qi, Xiaolong Xu, Xuyun Zhang, Chunhua Hu
2020	J	`jnl`	BeCome: Blockchain-Enabled Computation Offloading for IoT in Mobile Edge Computing. IEEE Trans. Ind. Informatics Xiaolong Xu, Xuyun Zhang, Honghao Gao, Yuan Xue, Lianyong Qi, Wanchun Dou
2020	J	`jnl`	Blockchain-based cloudlet management for multimedia workflow in mobile cloud computing. Multim. Tools Appl. Xiaolong Xu, Yi Chen, Yuan Yuan, Tao Huang, Xuyun Zhang, Lianyong Qi
2020	A	`conf`	Computation Offloading and Content Caching with Traffic Flow Prediction for Internet of Vehicles in Edge Computing. ICWS Zijie Fang, Xiaolong Xu, Fei Dai, Lianyong Qi, Xuyun Zhang, Wanchun Dou
2020	J	`jnl`	Diversified service recommendation with high accuracy and efficiency. Knowl. Based Syst. Lina Wang, Xuyun Zhang, Ruili Wang, Chao Yan, Huaizhen Kou, Lianyong Qi
2020	A	`conf`	Dynamic Task Offloading with Minority Game for Internet of Vehicles in Cloud-Edge Computing. ICWS Bowen Shen, Xiaolong Xu, Fei Dai, Lianyong Qi, Xuyun Zhang, Wanchun Dou
2020	J	`jnl`	Efficient QoS-Aware Service Recommendation for Multi-Tenant Service-Based Systems in Cloud. IEEE Trans. Serv. Comput. Yanchun Wang, Qiang He, Xuyun Zhang, Dayong Ye, Yun Yang
2020	J	`jnl`	FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT. CoRR Jianhua Li, Lingjuan Lyu, Ximeng Liu, Xuyun Zhang, Xixiang Lyu
2020	J	`jnl`	Guest Editorial Special Issue on Privacy and Security in Computational Intelligence. IEEE Trans. Emerg. Top. Comput. Intell. Yuan Yuan, Xuyun Zhang, Jie Tang
2020	J	`jnl`	Introduction to the Special Issue on Privacy and Security in Evolving Internet of Multimedia Things. ACM Trans. Multim. Comput. Commun. Appl. Suraj Sharma, Xuyun Zhang, Hesham El-Sayed, Zhiyuan Tan
2020	J	`jnl`	Multi-dimensional quality-driven service recommendation with privacy-preservation in mobile edge environment. Comput. Commun. Weiyi Zhong, Xiaochun Yin, Xuyun Zhang, Shancang Li, Wanchun Dou, Ruili Wang, Lianyong Qi
2020	A	`conf`	OPHiForest: Order Preserving Hashing Based Isolation Forest for Robust and Scalable Anomaly Detection. CIKM Haolong Xiang, Zoran Salcic, Wanchun Dou, Xiaolong Xu, Lianyong Qi, Xuyun Zhang
2020	J	`jnl`	Privacy-preserving matrix product based static mutual exclusive roles constraints violation detection in interoperable role-based access control. Future Gener. Comput. Syst. Meng Liu, Yun Luo, Chi Yang, Shaoning Pang, Deepak Puthal, Kaijun Ren, Xuyun Zhang
2020	J	`jnl`	Spatial-temporal data-driven service recommendation with privacy-preservation. Inf. Sci. Lianyong Qi, Xuyun Zhang, Shancang Li, Shaohua Wan, Yiping Wen, Wenwen Gong
2020	J	`jnl`	Trust-Oriented IoT Service Placement for Smart Cities in Edge Computing. IEEE Internet Things J. Xiaolong Xu, Xihua Liu, Zhanyang Xu, Fei Dai, Xuyun Zhang, Lianyong Qi
2020	J	`jnl`	Weighted tensor nuclear norm minimization for tensor completion using tensor-SVD. Pattern Recognit. Lett. Yang Mu, Ping Wang, Liangfu Lu, Xuyun Zhang, Lianyong Qi
2019	J	`jnl`	A Blockchain-Powered Crowdsourcing Method With Privacy Preservation in Mobile Environment. IEEE Trans. Comput. Soc. Syst. Xiaolong Xu, Qingxiang Liu, Xuyun Zhang, Jie Zhang, Lianyong Qi, Wanchun Dou
2019	A	`conf`	A Multi-Objective Crowdsourcing Method for Mobile Video Streaming. ICWS Xiaolong Xu, Shucun Fu, Lianyong Qi, Xuyun Zhang, Wanchun Dou
2019	J	`jnl`	A computation offloading method over big data for IoT-enabled cloud-edge computing. Future Gener. Comput. Syst. Xiaolong Xu, Qingxiang Liu, Yun Luo, Kai Peng, Xuyun Zhang, Shunmei Meng, Lianyong Qi
2019	C	`conf`	An Anti-fraud Framework for Medical Insurance Based on Deep Learning. ADMA Guoming Zhang, Shucun Fu, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wanchun Dou
2019	J	`jnl`	An edge computing-enabled computation offloading method with privacy preservation for internet of connected vehicles. Future Gener. Comput. Syst. Xiaolong Xu, Yuan Xue, Lianyong Qi, Yuan Yuan, Xuyun Zhang, Tariq Umer, Shaohua Wan
2019	C	`conf`	Context-Aware Point-of-Interest Recommendation Algorithm with Interpretability. CollaborateCom Guoming Zhang, Lianyong Qi, Xuyun Zhang, Xiaolong Xu, Wanchun Dou
2019	J	`jnl`	Editorial. Comput. Intell. Shaoning Pang, Xuyun Zhang, Kazushi Ikeda, Deepak Puthal, Jianxin Li, Abdolhossein Sarrafzadeh
2019	—	`conf`	Energy-Efficient Computation Offloading with Privacy Preservation for Edge Computing-Enabled 5G Networks. iThings/GreenCom/CPSCom/SmartData Xihua Liu, Xiaolong Xu, Yuan Yuan, Xuyun Zhang, Wanchun Dou
2019	—	`conf`	Fast Anomaly Detection in Multiple Multi-Dimensional Data Streams. IEEE BigData Hongyu Sun, Qiang He, Kewen Liao, Timos Sellis, Longkun Guo, Xuyun Zhang, Jun Shen, Feifei Chen
2019	J	`jnl`	Finding All You Need: Web APIs Recommendation in Web of Things Through Keywords Search. IEEE Trans. Comput. Soc. Syst. Lianyong Qi, Qiang He, Feifei Chen, Wanchun Dou, Shaohua Wan, Xuyun Zhang, Xiaolong Xu
2019	J	`jnl`	Intelligent Service Recommendation for Cold-Start Problems in Edge Computing. IEEE Access Yichao Zhou, Zhenmin Tang, Lianyong Qi, Xuyun Zhang, Wanchun Dou, Shaohua Wan
2019	J	`jnl`	Intrusion Detection and Prevention in Cloud, Fog, and Internet of Things. Secur. Commun. Networks Xuyun Zhang, Yuan Yuan, Zhili Zhou, Shancang Li, Lianyong Qi, Deepak Puthal
2019	—	`conf`	Load-Aware Computation Offloading with Privacy Preservation for 5G Networks in Edge Computing. MobiCASE Xiaolong Xu, Xihua Liu, Xuyun Zhang, Lianyong Qi, Yuan Yuan
2019	A	`conf`	Load-Aware Edge Server Placement for Mobile Edge Computing in 5G Networks. ICSOC Xiaolong Xu, Yuan Xue, Lianyong Qi, Xuyun Zhang, Shaohua Wan, Wanchun Dou, Victor Chang
2019	—	`conf`	Privacy-Aware Service Migration for Edge Computing in Urban Cities. CSS (1) Xihua Liu, Lianyong Qi, Xiaolong Xu, Xuyun Zhang, Shaohua Wan
2019	J	`jnl`	Quality-Aware Service Selection for Multi-Tenant Service Oriented Systems Based on Combinatorial Auction. IEEE Access Xuejun Li, Yunxiang Zhong, Qiang He, Feifei Chen, Xuyun Zhang, Wanchun Dou, Yun Yang
2019	—	`ch.`	Scalable Big Data Privacy with MapReduce. Encyclopedia of Big Data Technologies Sibghat Ullah Bazai, Julian Jang-Jaccard, Xuyun Zhang
2019	J	`jnl`	User attitudes and behaviors toward personalized control of privacy settings on smartphones. Concurr. Comput. Pract. Exp. Yun Zhou, Lianyong Qi, Alexander Raake, Tao Xu, Marta Piekarska, Xuyun Zhang
2018	Misc	`conf`	A Balanced Cloudlet Management Method for Wireless Metropolitan Area Networks. TRIDENTCOM Xiaolong Xu, Yuhao Chen, Lianyong Qi, Jing He, Xuyun Zhang
2018	J	`jnl`	A two-stage locality-sensitive hashing based approach for privacy-preserving mobile service recommendation in cross-platform edge environment. Future Gener. Comput. Syst. Lianyong Qi, Xuyun Zhang, Wanchun Dou, Chunhua Hu, Chi Yang, Jinjun Chen
2018	J	`jnl`	An Exception Handling Approach for Privacy-Preserving Service Recommendation Failure in a Cloud Environment. Sensors Lianyong Qi, Shunmei Meng, Xuyun Zhang, Ruili Wang, Xiaolong Xu, Zhili Zhou, Wanchun Dou
2018	J	`jnl`	An IoT-Oriented Offloading Method with Privacy Preservation for Cloudlet-Enabled Wireless Metropolitan Area Networks. Sensors Zhanyang Xu, Renhao Gu, Tao Huang, Haolong Xiang, Xuyun Zhang, Lianyong Qi, Xiaolong Xu
2018	J	`jnl`	An IoT-Oriented data placement method with privacy preservation in cloud environment. J. Netw. Comput. Appl. Xiaolong Xu, Shucun Fu, Lianyong Qi, Xuyun Zhang, Qingxiang Liu, Qiang He, Shancang Li
2018	—	`conf`	Analyzing Impact Factors for Smartphone Sharing Decisions Using Decision Tree. HCI (2) Tao Xu, Yun Zhou, Alexander Raake, Xuyun Zhang
2018	—	`conf`	Asymmetric Commutative Encryption Scheme Based Efficient Solution to the Millionaires' Problem. TrustCom/BigDataSE Meng Liu, Priyadarsi Nanda, Xuyun Zhang, Chi Yang, Shui Yu, Jianxin Li
2018	—	`conf`	Big Data Processing in Fog - Smart Parking Case Study. ISPA/IUCC/BDCloud/SocialCom/SustainCom Sang Nguyen, Zoran Salcic, Xuyun Zhang
2018	Misc	`conf`	Bird Eyes: A Cloud-Based Object Detection System for Customisable Surveillance. IVCNZ Seoyoung Choi, Eli Salter, Xuyun Zhang, Burkhard C. Wünsche
2018	C	`conf`	Collaborative Network Traffic Analysis via Alternating Direction Method of Multipliers. CSCWD Liangfu Lu, Zhenzhai Huan, Xuyun Zhang, Lianyong Qi, Sicong Chen, Yao Wu
2018	J	`jnl`	Curve fitting based efficient parameter selection for robust provable data possession. J. Parallel Distributed Comput. Meng Liu, Xuyun Zhang, Chi Yang, Qiang He, Jianbing Zhang
2018	—	`conf`	Density Biased Sampling with Locality Sensitive Hashing for Outlier Detection. WISE (2) Xuyun Zhang, Mahsa Salehi, Christopher Leckie, Yun Luo, Qiang He, Rui Zhou, Rao Kotagiri
2018	J	`jnl`	Hybrid computation offloading for smart home automation in mobile cloud computing. Pers. Ubiquitous Comput. Jie Zhang, Zhili Zhou, Shu Li, Leilei Gan, Xuyun Zhang, Lianyong Qi, Xiaolong Xu, Wanchun Dou
2018	—	`conf`	Load Aware Management of Cloudlets for a Wireless Area Metropolitan Network. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Xiaolong Xu, Md. Zakirul Alam Bhuiyan, Lianyong Qi, Xuyun Zhang, Wanchun Dou
2018	—	`conf`	One Intrusion Detection Method Based On Uniformed Conditional Dynamic Mutual Information. TrustCom/BigDataSE Liangfu Lu, Xinhe Zhu, Xuyun Zhang, Junhan Liu, Md. Zakirul Alam Bhuiyan, Guangtai Cui
2018	J	`jnl`	Privacy Issues in Big Data Mining Infrastructure, Platforms, and Applications. Secur. Commun. Networks Xuyun Zhang, Julian Jang-Jaccard, Lianyong Qi, Md. Zakirul Alam Bhuiyan, Chang Liu
2018	J	`jnl`	Privacy-Aware Data Publishing and Integration for Collaborative Service Recommendation. IEEE Access Chao Yan, Xinchun Cui, Lianyong Qi, Xiaolong Xu, Xuyun Zhang
2018	J	`jnl`	Secure Computing for the Internet of Things and Network Edges: Protecting Communication in the Worldwide Network of Devices. IEEE Consumer Electron. Mag. Deepak Puthal, Xuyun Zhang
2018	J	`jnl`	Structural Balance Theory-Based E-Commerce Recommendation over Big Rating Data. IEEE Trans. Big Data Lianyong Qi, Xiaolong Xu, Xuyun Zhang, Wanchun Dou, Chunhua Hu, Yuming Zhou, Jiguo Yu
2017	J	`jnl`	A Distributed Locality-Sensitive Hashing-Based Approach for Cloud Service Recommendation From Multi-Source Data. IEEE J. Sel. Areas Commun. Lianyong Qi, Xuyun Zhang, Wanchun Dou, Qiang Ni
2017	—	`conf`	A Privacy Preserving Platform for MapReduce. ATIS Sibghat Ullah Bazai, Julian Jang-Jaccard, Xuyun Zhang
2017	J	`jnl`	A traffic hotline discovery method over cloud of things using big taxi GPS data. Softw. Pract. Exp. Xiaolong Xu, Wanchun Dou, Xuyun Zhang, Chunhua Hu, Jinjun Chen
2017	—	`conf`	Amplified Locality-Sensitive Hashing for Privacy-Preserving Distributed Service Recommendation. SpaCCS Lianyong Qi, Wanchun Dou, Xuyun Zhang, Shui Yu
2017	J	`jnl`	An energy-aware virtual machine scheduling method for service QoS enhancement in clouds over big data. Concurr. Comput. Pract. Exp. Wanchun Dou, Xiaolong Xu, Shunmei Meng, Xuyun Zhang, Chunhua Hu, Shui Yu, Jian Yang
2017	—	`conf`	An inverse collaborative filtering approach for cold-start problem in web service recommendation. ACSW Lianyong Qi, Wan-Chun Dou, Xuyun Zhang
2017	—	`ed.`	Applications and Techniques in Information Security - 8th International Conference, ATIS 2017, Auckland, New Zealand, July 6-7, 2017, Proceedings ATIS Lynn Batten, Dong Seong Kim, Xuyun Zhang, Gang Li
2017	A	`conf`	Efficient Keyword Search for Building Service-Based Systems Based on Dynamic Programming. ICSOC Qiang He, Rui Zhou, Xuyun Zhang, Yanchun Wang, Dayong Ye, Feifei Chen, Shiping Chen, John Grundy, Yun Yang
2017	A*	`conf`	Fast Memory Efficient Local Outlier Detection in Data Streams (Extended Abstract). ICDE Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan, Xuyun Zhang
2017	J	`jnl`	Keyword Search for Building Service-Based Systems. IEEE Trans. Software Eng. Qiang He, Rui Zhou, Xuyun Zhang, Yanchun Wang, Dayong Ye, Feifei Chen, John C. Grundy, Yun Yang
2017	A*	`conf`	LSHiForest: A Generic Framework for Fast Tree Isolation Based Ensemble Anomaly Analysis. ICDE Xuyun Zhang, Wan-Chun Dou, Qiang He, Rui Zhou, Christopher Leckie, Kotagiri Ramamohanarao, Zoran A. Salcic
2017	A	`conf`	Personalized Quality Centric Service Recommendation. ICSOC Yiwen Zhang, Xiaofei Ai, Qiang He, Xuyun Zhang, Wanchun Dou, Feifei Chen, Liang Chen, Yun Yang
2017	—	`conf`	Privacy-Preserving Detection of Statically Mutually Exclusive Roles Constraints Violation in Interoperable Role-Based Access Control. TrustCom/BigDataSE/ICESS Meng Liu, Xuyun Zhang, Chi Yang, Shaoning Pang, Deepak Puthal, Kaijun Ren
2017	A	`conf`	Privacy-Preserving Distributed Service Recommendation Based on Locality-Sensitive Hashing. ICWS Lianyong Qi, Haolong Xiang, Wanchun Dou, Chi Yang, Yongrui Qin, Xuyun Zhang
2017	—	`conf`	Two-Phase Locality-Sensitive Hashing for Privacy-Preserving Distributed Service Recommendation. CSS Lianyong Qi, Wanchun Dou, Xuyun Zhang
2017	—	`conf`	Users' Perceived Control, Trust and Expectation on Privacy Settings of Smartphone. CSS Yun Zhou, Alexander Raake, Tao Xu, Xuyun Zhang
2016	J	`jnl`	A novel virtual node approach for interactive visual analytics of big datasets in parallel coordinates. Future Gener. Comput. Syst. Mao Lin Huang, Tze-Haw Huang, Xuyun Zhang
2016	C	`conf`	Combining Social Balance Theory and Collaborative Filtering for Service Recommendation in Sparse Environment. APSCC Lianyong Qi, Wan-Chun Dou, Xuyun Zhang
2016	J	`jnl`	EnReal: An Energy-Aware Resource Allocation Method for Scientific Workflow Executions in Cloud Environment. IEEE Trans. Cloud Comput. Xiaolong Xu, Wan-Chun Dou, Xuyun Zhang, Jinjun Chen
2016	J	`jnl`	Fast Memory Efficient Local Outlier Detection in Data Streams. IEEE Trans. Knowl. Data Eng. Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan, Xuyun Zhang
2016	J	`jnl`	HKE-BC: hierarchical key exchange for secure scheduling and auditing of big data in cloud computing. Concurr. Comput. Pract. Exp. Chang Liu, Nick Beaugeard, Chi Yang, Xuyun Zhang, Jinjun Chen
2016	—	`conf`	Scalable Iterative Implementation of Mondrian for Big Data Multidimensional Anonymisation. SpaCCS Workshops Xuyun Zhang, Lianyong Qi, Qiang He, Wanchun Dou
2016	A	`conf`	Scalable Local-Recoding Anonymization using Locality Sensitive Hashing for Big Data Privacy Preservation. CIKM Xuyun Zhang, Christopher Leckie, Wanchun Dou, Jinjun Chen, Kotagiri Ramamohanarao, Zoran Salcic
2016	A	`conf`	Service Recommendation Based on Social Balance Theory and Collaborative Filtering. ICSOC Lianyong Qi, Wan-Chun Dou, Xuyun Zhang
2016	—	`conf`	Smart Sampling: A Novel Unsupervised Boosting Approach for Outlier Detection. Australasian Conference on Artificial Intelligence Mahsa Salehi, Xuyun Zhang, James C. Bezdek, Christopher Leckie
2016	J	`jnl`	Time-Aware IoE Service Recommendation on Sparse Data. Mob. Inf. Syst. Lianyong Qi, Xiaolong Xu, Wanchun Dou, Jiguo Yu, Zhili Zhou, Xuyun Zhang
2015	—	`ch.`	A Big Picture of Integrity Verification of Big Data in Cloud Computing. Handbook on Data Centers Chang Liu, Rajiv Ranjan, Xuyun Zhang, Chi Yang, Jinjun Chen
2015	—	`conf`	A Context-Aware Service Selection Approach Based on Historical Records. CCBD Lianyong Qi, Xuyun Zhang, Yiping Wen, Yuming Zhou
2015	C	`conf`	A Social Balance Theory-Based Service Recommendation Approach. APSCC Lianyong Qi, Xuyun Zhang, Yiping Wen, Yuming Zhou
2015	J	`jnl`	A Time Efficient Approach for Detecting Errors in Big Sensor Data on Cloud. IEEE Trans. Parallel Distributed Syst. Chi Yang, Chang Liu, Xuyun Zhang, Surya Nepal, Jinjun Chen
2015	J	`jnl`	External integrity verification for outsourced big data in cloud and IoT: A big picture. Future Gener. Comput. Syst. Chang Liu, Chi Yang, Xuyun Zhang, Jinjun Chen
2015	J	`jnl`	HireSome-II: Towards Privacy-Aware Cross-Cloud Service Composition for Big Data Applications. IEEE Trans. Parallel Distributed Syst. Wanchun Dou, Xuyun Zhang, Jianxun Liu, Jinjun Chen
2015	J	`jnl`	MuR-DPA: Top-Down Levelled Multi-Replica Merkle Hash Tree Based Secure Public Auditing for Dynamic Big Data Storage on Cloud. IEEE Trans. Computers Chang Liu, Rajiv Ranjan, Chi Yang, Xuyun Zhang, Lizhe Wang, Jinjun Chen
2015	J	`jnl`	Proximity-Aware Local-Recoding Anonymization with MapReduce for Scalable Big Data Privacy Preservation in Cloud. IEEE Trans. Computers Xuyun Zhang, Wan-Chun Dou, Jian Pei, Surya Nepal, Chi Yang, Chang Liu, Jinjun Chen
2015	J	`jnl`	Using arced axes in parallel coordinates geometry for high dimensional BigData visual analytics in cloud computing. Computing Mao Lin Huang, Liang Fu Lu, Xuyun Zhang
2014	J	`jnl`	A Scalable Two-Phase Top-Down Specialization Approach for Data Anonymization Using MapReduce on Cloud. IEEE Trans. Parallel Distributed Syst. Xuyun Zhang, Laurence T. Yang, Chang Liu, Jinjun Chen
2014	J	`jnl`	A hybrid approach for scalable sub-tree anonymization over big data using MapReduce on cloud. J. Comput. Syst. Sci. Xuyun Zhang, Chang Liu, Surya Nepal, Chi Yang, Wanchun Dou, Jinjun Chen
2014	J	`jnl`	A spatiotemporal compression based approach for efficient big data processing on Cloud. J. Comput. Syst. Sci. Chi Yang, Xuyun Zhang, Changmin Zhong, Chang Liu, Jian Pei, Kotagiri Ramamohanarao, Jinjun Chen
2014	J	`jnl`	Authorized Public Auditing of Dynamic Big Data Storage on Cloud with Efficient Verifiable Fine-Grained Updates. IEEE Trans. Parallel Distributed Syst. Chang Liu, Jinjun Chen, Laurence T. Yang, Xuyun Zhang, Chi Yang, Rajiv Ranjan, Kotagiri Ramamohanarao
2014	J	`jnl`	KASR: A Keyword-Aware Service Recommendation Method on MapReduce for Big Data Applications. IEEE Trans. Parallel Distributed Syst. Shunmei Meng, Wanchun Dou, Xuyun Zhang, Jinjun Chen
2014	J	`jnl`	MuR-DPA: Top-down Levelled Multi-replica Merkle Hash Tree Based Secure Public Auditing for Dynamic Big Data Storage on Cloud. IACR Cryptol. ePrint Arch. Chang Liu, Rajiv Ranjan, Chi Yang, Xuyun Zhang, Lizhe Wang, Jinjun Chen
2013	—	`conf`	A MapReduce Based Approach of Scalable Multidimensional Anonymization for Big Data Privacy Preservation on Cloud. CGC Xuyun Zhang, Chi Yang, Surya Nepal, Chang Liu, Wanchun Dou, Jinjun Chen
2013	J	`jnl`	A Privacy Leakage Upper Bound Constraint-Based Approach for Cost-Effective Privacy Preserving of Intermediate Data Sets in Cloud. IEEE Trans. Parallel Distributed Syst. Xuyun Zhang, Chang Liu, Surya Nepal, Suraj Pandey, Jinjun Chen
2013	—	`conf`	An Iterative Hierarchical Key Exchange Scheme for Secure Scheduling of Big Data Applications in Cloud Computing. TrustCom/ISPA/IUCC Chang Liu, Xuyun Zhang, Chengfei Liu, Yun Yang, Rajiv Ranjan, Dimitrios Georgakopoulos, Jinjun Chen
2013	J	`jnl`	An efficient quasi-identifier index based approach for privacy preservation over incremental data sets on cloud. J. Comput. Syst. Sci. Xuyun Zhang, Chang Liu, Surya Nepal, Jinjun Chen
2013	J	`jnl`	An evaluation method of outsourcing services for developing an elastic cloud platform. J. Supercomput. Wanchun Dou, Lianyong Qi, Xuyun Zhang, Jinjun Chen
2013	J	`jnl`	CCBKE - Session key negotiation for fast and secure scheduling of scientific applications in cloud computing. Future Gener. Comput. Syst. Chang Liu, Xuyun Zhang, Chi Yang, Jinjun Chen
2013	—	`conf`	Combining Top-Down and Bottom-Up: Scalable Sub-tree Anonymization over Big Data Using MapReduce on Cloud. TrustCom/ISPA/IUCC Xuyun Zhang, Chang Liu, Surya Nepal, Chi Yang, Wanchun Dou, Jinjun Chen
2013	—	`conf`	Public Auditing for Big Data Storage in Cloud Computing - A Survey. CSE Chang Liu, Rajiv Ranjan, Xuyun Zhang, Chi Yang, Dimitrios Georgakopoulos, Jinjun Chen
2013	—	`conf`	Querying Streaming XML Big Data with Multiple Filters on Cloud. CSE Chi Yang, Chang Liu, Xuyun Zhang, Surya Nepal, Jinjun Chen
2013	J	`jnl`	SaC-FRAPP: a scalable and cost-effective framework for privacy preservation over big data on cloud. Concurr. Comput. Pract. Exp. Xuyun Zhang, Chang Liu, Surya Nepal, Chi Yang, Wanchun Dou, Jinjun Chen
2013	J	`jnl`	Trust-based workflow refactoring for concurrent scheduling in service-oriented environment. Concurr. Comput. Pract. Exp. Mingzhong Wang, Xuyun Zhang, Liehuang Zhu, Lejian Liao
2012	J	`jnl`	A Collaborative QoS-Aware Service Evaluation Method Among Multi-Users for a Shared Service. Int. J. Web Serv. Res. Wanchun Dou, Chao Lv, Xuyun Zhang, Jinjun Chen
2012	J	`jnl`	A QoS-aware composition method supporting cross-platform service invocation in cloud environment. J. Comput. Syst. Sci. Lianyong Qi, Wanchun Dou, Xuyun Zhang, Jinjun Chen
2012	A	`conf`	An Association Probability Based Noise Generation Strategy for Privacy Protection in Cloud Computing. ICSOC Gaofeng Zhang, Xuyun Zhang, Yun Yang, Chang Liu, Jinjun Chen
2012	J	`jnl`	CCBKE - Session Key Negotiation for Fast and Secure Scheduling of Scientific Applications in Cloud Computing. IACR Cryptol. ePrint Arch. Chang Liu, Xuyun Zhang, Chi Yang, Jinjun Chen
2012	—	`conf`	Key Research Issues for Privacy Protection and Preservation in Cloud Computing. CGC Gaofeng Zhang, Yun Yang, Xuyun Zhang, Chang Liu, Jinjun Chen
2012	—	`conf`	Privacy-Preserving Layer over MapReduce on Cloud. CGC Xuyun Zhang, Chang Liu, Surya Nepal, Wanchun Dou, Jinjun Chen
2011	A	`conf`	A QoS-Aware Service Evaluation Method for Co-selecting a Shared Service. ICWS Wanchun Dou, Chao Lv, Xuyun Zhang, Jinjun Chen
2011	J	`jnl`	A data-operation model based on partial vector space for batch processing in workflow. Concurr. Comput. Pract. Exp. Jianxun Liu, Yiping Wen, Ting Li, Xuyun Zhang
2011	C	`conf`	An Authenticated Key Exchange Scheme for Efficient Security-Aware Scheduling of Scientific Applications in Cloud Computing. DASC Chang Liu, Xuyun Zhang, Jinjun Chen, Chi Yang
2011	C	`conf`	An Upper-Bound Control Approach for Cost-Effective Privacy Protection of Intermediate Dataset Storage in Cloud. DASC Xuyun Zhang, Chang Liu, Jinjun Chen, Wanchun Dou
2010	—	`conf`	A Novel Local Optimization Method for QoS-Aware Web Service Composition. WISM Xiaojie Si, Xuyun Zhang, Wanchun Dou
2010	C	`conf`	A QoS-aware Web Service Selection Method Based on Credibility Evaluation. HPCC Lianyong Qi, Rutao Yang, Wenmin Lin, Xuyun Zhang, Wanchun Dou, Jinjun Chen
2010	—	`conf`	Preference-Aware QoS Evaluation for Cloud Web Service Composition Based on Artificial Neural Networks. WISM Xuyun Zhang, Wanchun Dou
2009	C	`conf`	A Global QoS-Driven Evaluation Strategy for Web Services Composition. ISPA Xuyun Zhang, Wanchun Dou