[TKDE]: JinTang Li, Jiaying Peng, Liang Chen*, Zibin Zheng, Tingting Liang, Qing Ling. Spectral Adversarial Training for Robust Graph Neural Network. IEEE Transactions on Knowledge and Data Engineering, 2022, DOI: 10.1109/TKDE.2022.3222207.
[TSE]: Yuan Huang, Nan Jia, Xiangping Chen*, Kai Hong, Zibin Zheng*, Code Review Knowledge Perception: Fusing Multi-Features for Salient-Class Location. IEEE Transactions on Software Engineering, 2022, 48(5): 1463 - 1479.
[TPDS]: Huawei Huang, Zhengyu Yue, Xiaowen Peng, Liuding He, Wuhui Chen, Hong-Ning Dai, Zibin Zheng, Song Guo. Elastic Resource Allocation against Imbalanced Transaction Assignments in Sharding-based Permissioned Blockchains. IEEE Transactions on Parallel and Distributed Systems, 2022, 33(10), 2372-2385.
[TII]: Peilin Zheng, Quanqing Xu, Xiapu Luo, Zibin Zheng*, Weilin Zheng, Xu Chen, Zhiyuan Zhou, Ying Yan, Hui Zhan, Aeolus: Distributed Execution of Permissioned Blockchain Transactions via State Sharding. IEEE Transactions on Industrial Informatics, 2022, 18(12): 9227-9238.
[TOSEM]: Jiezhu Cheng, Cuiyun Gao, Zibin Zheng*. HINNPerf: Hierarchical Interaction Neural Network for Performance Prediction of Configurable Systems. ACM Transactions on Software Engineering and Methodology, 2022, DOI: 10.1145/3528100.
[TSC]: Yiwen Zhang, Kaibin Wang, Qiang He*, Feifei Chen, Shuiguang Deng, Zibin Zheng, Yun Yang. Covering-Based Web Service Quality Prediction via Neighborhood-Aware Matrix Factorization. IEEE Transactions on Services Computing, 2021, 14(5): 1333-1344. [ESI Highly Cited Paper, Google Citations: 99]
[TSC]: Ting Cai, Zicong Hong, Shuo Liu, Wuhui Chen*, Zibin Zheng, Yang Yu. SocialChain: Decoupling Social Data and Applications to Return Your Data Ownership. IEEE Transactions on Services Computing, 2021, DOI: 10.1109/TSC.2021.3128959.
[TSMC]: Jiajing Wu, Jieli Liu, Weili Chen, Huawei Huang, Zibin Zheng*, Yan Zhang. Detecting Mixing Services via Mining Bitcoin Transaction Network with Hybrid Motifs. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021, DOI: 10.1109/TSMC.2021.3049278.
[TNNLS]: Ziyang Zhang, Chuan Chen*, Yaomin Chang, Weibo Hu,Yuren Zhou, Zibin Zheng. SHNE: Semantic and Homophily Preserving Network Embedding. IEEE Transactions on Neural Networks and Learning Systems, 2021, DOI: 10.1109/TNNLS.2021.3116936.
[TKDE]: Jintang Li, Tao Xie, Liang Chen*, Fenfang Xie, Xiangnan He and Zibin Zheng. Adversarial Attack on Large Scale Graph. IEEE Transactions on Knowledge and Data Engineering, 2021, DOI: 10.1109/TKDE.2021.3078755.
[TSE]: Yuan Huang, Jinyu Jiang, Xiapu Luo, Xiangping Chen*, Zibin Zheng, Nan Jia, Gang Huang. Change-Patterns Mapping: A Boosting Way for Change Impact Analysis. IEEE Transactions on Software Engineering, 2021, DOI: 10.1109/TSE.2021.3059481.
[TSC]: Zibin Zheng, Andreas Kind, Peter Chen. Guest Editorial: Special Issue on Blockchain-Based Services Computing. IEEE Transactions on Services Computing, 2020, 13(2): 200-202.
[TSMC]: Jiajing Wu*, Qi Yuan, Dan Lin, Wei You, Weili Chen, Chuan Chen, Zibin Zheng. Who Are the Phishers? Phishing Scam Detection on Ethereum via Network Embedding. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 52(2): 1156-1166
[TCS]: Dan Lin, Jiajing Wu*, Qi Yuan, Zibin Zheng. Modeling and Understanding Ethereum Transaction Records via A Complex Network Approach. IEEE Transactions on Circuits and Systems II: Express Briefs, 2020, 67(11): 2737-2741.
[FGCS]: Zibin Zheng, Shaoan Xie, Hong-Ning Dai*, Weili Chen, Xiangping Chen, Jian Weng, Muhammad Imrand. An Overview on Smart Contracts: Challenges, Advances and Platforms. Future Generation Computer Systems, 2020, 105: 475-491. [ESI Highly Cited Paper, Google Citations: 463]
[TOTI]: Liang Chen, Jiaying Peng, Yang Liu, Jintang Li, Fenfang Xie, Zibin Zheng*. Phishing Scams Detection in Ethereum Transaction Network. ACM Transactions on Internet Technology, 2020, 21(1): 1-16.
[Access]: Qiheng Zhou, Huawei Huang*, Zibin Zheng*, Jing Bian. Solutions to Scalability of Blockchain: A Survey. IEEE Access, 2020, 8: 16440-16455. [ESI Hot Paper, ESI Highly Cited Paper, Google Citations: 343]
[TOIS]: Jie Huang, Chuan Chen*, Fanghua Ye, Weibo Hu, Zibin Zheng. Nonuniform Hyper-Network Embedding with Dual Mechanism. ACM Transactions on Information Systems, 2020, 38(3): 1-18.
[
TSC]:
Zibin Zheng, Xiaoli Li*, Mingdong Tang*, Fenfang Xie, Michael R. Lyu. Web Service
QoS Prediction via Collaborative Filtering: A Survey. IEEE Transactions on Services Computing, 2020, DOI: 10.1109/TSC.2020.2995571.
[TPDS]: Xiaoyu Qiu, Weikun Zhang, Wuhui Chen*, Zibin Zheng. Distributed and Collective Deep Reinforcement Learning for Computation Offloading: A Practical Perspective. IEEE Transactions on Parallel and Distributed Systems, 2020, 32(5): 1085-1101.
[VLDB]: Rong-Hua Li, Lu Qin, Fanghua Ye, Guoren Wang*, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, Zibin Zheng. Finding skyline communities in multi-valued networks. The VLDB Journal, 2020, 29: 1407-1432.
[TEC]: Xiaoyu He, Zibin Zheng*, Yuren Zhou. MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization. IEEE Transactions on Evolutionary Computation, 2020, 25(2): 320-333.
[TNNLS]: Zilong He, Pengfei Chen*, Xiaoyun Li, Yongfeng Wang, Guangba Yu, Cailin Chen, Xinrui Li, Zibin Zheng. A Spatio-Temporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems. IEEE Transactions on Neural Networks and Learning Systems, 2020, DOI: 10.1109/TNNLS.2020.3027736.
[TR]: Yuan Huang, Xinyu Hu, Nan Jia, Xiangping Chen*, Yingfei Xiong, Zibin Zheng. Learning Code Context Information to Predict Comment Locations. IEEE Transactions on Reliability, 2019, 69(1): 88-105.
[IoTJ]: Hong-Ning Dai, Zibin Zheng*, Yan Zhang*. Blockchain for Internet of Things: A Survey. IEEE Internet of Things Journal, 2019, 6(5): 8076-8094. [ESI Highly Cited Paper, Google Citations: 694]
[TVT]: Chuan Chen, Jiajing Wu, Hui Lin, Wuhui Chen*, Zibin Zheng. A Secure and Efficient Blockchain-based Data Trading Approach for Internet of Vehicles. IEEE Transactions on Vehicular Technology, 2019, 68(9): 9110-9121.
[TVT]: Xiaoyu Qiu, Luobin Liu, Wuhui Chen*, Zicong Hong, Zibin Zheng. Online Deep Reinforcement Learning for Computation Offloading in Blockchain-Empowered Mobile Edge Computing. IEEE Transactions on Vehicular Technology, 2019, 68(8): 8050-8062. [ESI Highly Cited Paper, Google Citations: 188]
[
TVT]: Zicong Hong, Huawei Huang, Song Guo, Wuhui Chen*,
Zibin Zheng.
QoS-Aware Cooperative Computation Offloading for Robot Swarms in Cloud Robotics. IEEE Transactions on Vehicular Technology, 2019, 68(4): 4027-4041.
[TPDS]: Zicong Hong, Wuhui Chen*, Huawei Huang, Song Guo, Zibin Zheng. Multi-Hop Cooperative Computation Offloading for Industrial IoT–Edge–Cloud Computing Environments. IEEE Transactions on Parallel and Distributed Systems, 2019, 30(12): 2759-2774.
[TNNLS]: Fanghua Ye, Chuan Chen*, Zhiyuan Wen, Zibin Zheng, Wuhui Chen, Yuren Zhou. Homophily Preserving Community Detection. IEEE transactions on neural networks and learning systems, 2019, 31(8): 2903-2915.
[TASLP]: Pairui Li, Chuan Chen*, Wujie Zheng, Yuetang Deng, Fanghua Ye, Zibin Zheng*. STD: An Automatic Evaluation Metric for Machine Translation Based on Word Embeddings. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2019, 27(10): 1497-1506.
[TITS]: Zibin Zheng, Yatao Yang, Jiahao Liu, Hong-Ning Dai, Yan Zhang*. Deep and Embedded Learning Approach for Traffic Flow Prediction in Urban Informatics. IEEE Transactions on Intelligent Transportation Systems, 2019, 20(10): 3927-3939.
[TPDS]: Zicong Hong, Wuhui Chen, Huawei Huang, Song Guo, Zibin Zheng. Multihop Cooperative Computation Offloading for Industrial IoT in IIoT-Edge-Cloud Computing Environments. IEEE Transactions on Parallel and Distributed Systems, 2019, 30(12): 2759-2774.
[IJWGS]: Zibin Zheng, Shaoan Xie, Hongning Dai, Xiangping Chen*, Huaimin Wang. Blockchain Challenges and Opportunities: A Survey. International Journal of Web and Grid Services, 2018, 14(4): 352-375. [ESI Highly Cited Paper, Google Citations: 2862]
[
TSC]: Yatao Yang,
Zibin Zheng, Xiangdong Niu, Mingdong Tang, Yutong Lu, Xiangke Liao. A Location-Based Factorization Machine Model for Web Service
QoS Prediction. IEEE Transactions on Services Computing, 2018, 14(5): 1264-1277.
[ESI Highly Cited Paper, Google Citations: 37]
[TSMC]: Yuxuan Huang, Jiajing Wu*, Wendi Ren, Chi K. Tse, Zibin Zheng. Sequential Restorations of Complex Networks After Cascading Failures. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018, 51(1): 400-411. [ESI Highly Cited Paper, Google Citations: 38]
[TOSEM]: Yi Xiang, Yuren Zhou, Zibin Zheng, Miqing Li. Configuring Software Product Lines by Combining Many-objective Optimization and SAT Solvers. ACM Transactions on Software Engineering and Methodology, 2018, 26(4): 1-46.
[TII]: Zibin Zheng, Yatao Yang, Xiangdong Niu, Hongning Dai, Yuren Zhou. Wide & Deep Convolutional Neural Networks for Electricity-Theft Detection to Secure Smart Grids. IEEE Transactions on Industrial Informatics, 2017, 14(4): 1606-1615. [ESI Highly Cited Paper, Google Citations: 400]
[TR]: Guanhong Tao, Zibin Zheng, Ziying Guo, Michael R. Lyu. MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs. IEEE Transactions on Reliability, 2017, 67(1): 355-369.
[TSC]: Xiaoliang Fan, Yakun Hu, Zibin Zheng, Patrick Brezillon, Wenbo Chen. CASR-TSE: Context-aware Web Services Recommendation for Modeling Weighted Temporal-Spatial Effectiveness. IEEE Transactions on Services Computing, 2017, 14(1): 58-70.
[
TPDS]: Jieming Zhu, Pinjia He,
Zibin Zheng, Michael R. Lyu. Online
QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization. IEEE Transactions on Parallel and Distributed Systems, 2017, 28(10): 2911-2924.
[TAAS]: Hongbign Wang, Xin Chen, Qin Wu, Qi Yu, Xingguo Hu, Zibin Zheng, Athman Bouguettaya. Integrating Reinforcement Learning with Multi-Agent Techniques for Adap-tive Service Composition. ACM Transactions on Autonomous and Adaptive Systems, 2017, 12(2): 1-42.
[TSC]: Ao Zhou, Shangguang Wang, Bo Cheng, Zibin Zheng. Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization. IEEE Transactions on Services Computing, 2016, 10(6): 902-913.
[TSC]: Hongbing Wang*, Lei Wang*, Qi Yu, Zibin Zheng. Learning the Evolution Regularities for BigService-oriented Online Reliability Prediction. IEEE Transactions on Services Computing, 2016, 12(3): 398-411.
[TSE]: Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, Athman Bouguettaya, Michael R. Lyu. Online Reliability Prediction via Motifs-based Dynamic Bayesian Networks for Service-Oriented Systems. IEEE Transactions on Software Engineering, 2016, 43(6): 556-579.
[TNSM]: Mingdong Tang, Zibin Zheng, Guosheng Kang, Jianxun Liu, Yatao Yang, Tingting Zhang. Collaborative Web Service Quality Prediction via Exploiting Matrix Factorization and Network Map. IEEE Transactions on Network and Service Management, 2016, 13(1): 126-137.
[
TWEB]: Xinyu Wang, Jianke Zhu,
Zibin Zheng, Wenjie Song, Yuanhong Shen, Michael R. Lyu. A Spatial-Temporal
QoS Prediction Approach for Time-aware Web Service Recommendation. ACM Transactions on the Web, 2016, 10(1): 1-25.
[TR]: Jianlong Xu, Zibin Zheng, Michael R. Lyu. Web Service Personalized Quality-of-Service Prediction via Reputation-based Matrix Factorization. IEEE Transactions on Reliability, 2015, 65(1): 28-37.
[TSC]: Jianxun Liu, Mingdong Tang*, Zibin Zheng, Xiaoqing (Frank) Liu, Saixia Lyu. Location Aware and Personalized Collaborative Filtering for Web Service Recommendation. IEEE Transactions on Services Computing, 2015, 9(5): 686-699.
[TSC]: Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu. A Data Set for User Request Trace-Oriented Monitoring and its Applications. IEEE Transactions on Services Computing, 2015, 11(4): 699-712.
[TCYB]: Jiahai Wang, Ying Zhou, Yong Wang, Jun Zhang, C. L. P. Chen, Zibin Zheng. Multiobjective Vehicle Routing Problems With Simultaneous Delivery and Pickup and Time Windows: Formulation, Instances, and Algorithms. IEEE Transactions on Cybernetics, 2015, 46(3): 582-594.
[TSC]: Shangguang Wang, Zibin Zheng, Qibo Sun, Hua Zou, Fangchun Yang. Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems. IEEE Transactions on Services Computing, 2014, 8(5): 755-767.
[TCC]: Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, Michael R. Lyu, Fangchun Yang. On Cloud Service Reliability Enhancement with Optimal Resource Usage. IEEE Transactions on Cloud Computing, 2014, 4(4): 452-466.
[TSMC]: Yilei Zhang, Zibin Zheng, Michael R. Lyu. An Online Performance Prediction Framework for Service-Oriented Systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2014, 44(9): 1169-1181.
[TC]: Zibin Zheng, Michael R. Lyu. Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints. IEEE Transactions on Computers, 2013, 64(1): 219-232.
[
TPDS]: Xi Chen,
Zibin Zheng, Qi Yu, Michael R. Lyu. Web Service Recommendation via Exploiting Location and
QoS Information. IEEE Transactions on Parallel and distributed systems, 2013, 25(7): 1913-1924.
[TSC]: Weiwei Qiu*, Zibin Zheng, Xinyu Wang, Xiaohu Yang, Michael R. Lyu. Reliability Based Design Optimization for Cloud Migration. IEEE Transactions on Services Computing, 2013, 7(2): 223-236.
[TOSEM]: Zibin Zheng, Michael R. Lyu. Personalized Reliability Prediction of Web Services. ACM Transactions on Software Engineering and Methodology (TOSEM), 2013, 22(2): 1-25.
[
TSC]:
Zibin Zheng, Yilei Zhang, Michael R. Lyu. Investigating
QoS of Real-World Web Services. IEEE transactions on services computing, 2012, 7(1): 32-39.
[
TPDS]:
Zibin Zheng, Xinmiao Wu, Yilei Zhang, Michael R. Lyu, Jianmin Wang.
QoS Ranking Prediction for Cloud Services. IEEE transactions on parallel and distributed systems, 2012, 24(6): 1213-1222.
[TSC]: Huifeng Sun, Zibin Zheng, Junliang Chen, Michael R. Lyu. Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering. IEEE Transactions on Services Computing, 2012, 6(4): 573-579.
[TSMC]: Jian Wu, Liang Chen*, Yipeng Feng, Zibin Zheng, Mengchu Zhou. Predicting Quality of Service for Selection by Neighborhood-based Collaborative Filtering. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2012, 43(2): 428-439.
[
TSC]:
Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King. Collaborative Web Service
QoS Prediction via Neighborhood Integrated Matrix Factorization. IEEE Transactions on Services Computing, 2012, 6(3): 289-299.
[ESI Highly Cited Paper, Google Citations: 463]
[
TSMC]: Jian Wu, Liang Chen, Yipeng Feng,
Zibin Zheng, Mengchu Zhou, Zhaohui Wu. Predicting
QoS for Service Selection by Neighborhood-based Collaborative Filtering. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2012, 43(2): 428-439.
[
TSC]: Xi Chen,
Zibin Zheng, Xudong Liu, Zicheng Huang, Hailong Sun. Personalized
QoS-Aware Web Service Recommendation and Visualization. IEEE Transactions on Services Computing, 2011, 6(1): 35-47.
[TSC]: Zibin Zheng, Tom Chao Zhou, Michael R. Lyu, Irwin King. Component Ranking for Fault-Tolerant Cloud Applications. IEEE Transactions on Services Computing, 2011, 5(4): 540-550.
[
TSC]:
Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King.
QoS-Aware Web Service Recommendation by Collaborative Filtering. IEEE Transactions on services computing, 2010, 4(2): 140-152.
[ESI Highly Cited Paper, Google Citations: 907]