Selected Publications

2024

Tianyu Tu, Zhili He, Zhigao Zheng*, Zimu Zheng, Jiawei Jiang, Yili Gong, Chuang Hu, Dazhao Cheng. Towards Lifelong Unseen Task Processing With a Lightweight Unlabeled Data Schema for AIoT. IEEE Internet of Things Journal, doi: 10.1109/JIOT.2024.3396282. (IF: 10.6)
Qiang Huang, Xin wang, Susie Xi Rao, Zhichao Han, Zitao Zhang, Yongjun He, Quanqing Xu, Yang Zhao, Zhigao Zheng, Jiawei Jiang. BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks. In Proceedings of the International Conference on Data Engineering (ICDE’ 24), Utrecht Netherlands, 13-17 May, 2024. (CCF A)
Jiawei Jiang, Yi Wei, Yu Liu, Wentao Wu, Chuang Hu, Zhigao Zheng, Ziyi Zhang, Yingxia Shao, Ce Zhang. How good are machine learning clouds? Benchmarking two snapshots over 5 years. The VLDB Journal, 2024 (33):833-857.
Cheng Dai, Ying Zhang, Zhigao Zheng*. A Nonlocal Similarity Learning-Based Tensor Completion Model With Its Application in Intelligent Transportation System, IEEE Transactions on Intelligent Transportation Systems, 2024, 25(3): 3140-3151. (IF: 8.5)

Dong Zhao, Guojia Wan, Yibing Zhan, Zengmao Wang, Liang Ding, Zhigao Zheng, Bo Du. KE-X: Towards subgraph explanations of knowledge graph embedding based on knowledge information gain. Knowledge-Based Systems, 2023, 7,25, 110772 (IF: 8.8)
Guojia Wan, Zhengyun Zhou, Zhigao Zheng, Bo Du. Sub-Entity Embedding for inductive spatio-temporal knowledge graph completion. Future Generation Computer Systems, 2023(148): 240-249. (IF: 7.5)
Zhigao Zheng, Bo Du, Chen Zhao, Peichen Xie. Path Merging Based Betweenness Centrality Algorithm in Delay Tolerant Networks, IEEE Journal on Selected Areas in Communications, 2023, 41(10): 3133 - 3145. (IF: 16.4, CCF A)
Zhigao Zheng, Chen Zhao, Peichen Xie, Bo Du. Galliot: Path Merging Based Betweenness Centrality Algorithm on GPU. In Proceedings of the 2023 IEEE International Conference on Computer Communications (INFOCOM 2023). (CCF A)
Zhigao Zheng, Xuanhua Shi, Hai Jin. Parallel Overlapping Community Detection Algorithm on GPU, IEEE Transactions on Big Data, 2023, 9(2): 677-687. (IF: 7.2)

Zhigao Zheng, Ali Kashif Bashir. Graph-enabled Intelligent Vehicular Network Data Processing, IEEE Transactions on Intelligent Transportation Systems (ITS), 2022. 23(5): 4726-4735. (IF: 8.5)
Zhigao Zheng, Tao Wang, Ali Kashif Bashir, Mamoun Alazab, Shahid Mumtaz, Xiaoyan Wang. A Decentralized Mechanism for Privacy-Preserving Computation in Smart Grid. IEEE Transactions on Computers (TC), 2022. 71(11): 2915-2926. (IF: 3.7, CCF A)

Zhigao Zheng, Xuanhua Shi, Ligang He, Hai Jin, Shuo Wei, Hulin Dai, Xuan Peng. Feluca: A Two-Stage Graph Coloring Algorithm with Color-Centric Paradigm on GPU. IEEE Transactions on Parallel and Distributed Systems (TPDS). 2021. 32(1): 160-173. (IF: 5.3, CCF A)
Zhigao Zheng, Shahid Mumtaz, Mohammad R. Khosravi, Varun G. Menon. Linked Data Processing for Human-in-the-Loop in Cyber Physical Systems, IEEE Transactions on Computational Social Systems (TCSS), 2021, 8(5): 1238-1248. (IF: 5.0)
Chao Tong, Baoyu Liang, Qiang Su, Mengbo Yu, Jiexuan Hu, Ali Kashif Bashir, Zhigao Zheng*. Pulmonary Nodule Classification Based on Heterogeneous Features Learning, IEEE Journal on Selected Areas in Communications, 2021, 39(2): 574 - 581 (IF: 16.4, CCF A)

Zhigao Zheng, Tao Wang, Jinming Wen, Shahid Mumtaz, Ali Kashif Bashir, Sajjad Hussain Chauhdary. Differentially Private High-Dimensional Data Publication, IEEE Internet of Things Journal (IoT-J). 2020, 7(4): 2640-2650. (IF: 10.6)

Tao Wang, Zhigao Zheng *, Mubashir Husain Rehmani, Shihong Yao, Zheng Huo. Privacy Preservation in Big Data from the Communication Perspective - A Survey. IEEE Communications Surveys & Tutorials (CSTU). 2019, 21(1): 753-778. (IF: 35.6)
Tao Wang, Zhigao Zheng *, Yun Lin, Shihong Yao, Xiao Xie. Reliable and Robust Unmanned Aerial Vehicle Wireless Video Transmission. IEEE Transactions on Reliability. 2019, 68(3): 1050-1060. (IF: 5.9)
Tao Wang, Zhigao Zheng, Mohamed Elhoseny. Equivalent mechanism: Releasing location data with errors through differential privacy. Future Generation Computer Systems. 2019, 98: 600-608. (IF: 7.5)

Xuanhua Shi, Zhigao Zheng*, Yongluan Zhou, Hai Jin, Ligang He, Bo Liu, Qiang-Sheng Hua. Graph Processing on GPUs: A Survey, ACM Computing Surveys (CSUR), Jan. 2018, Article No.: 81. (IF: 16.6)
Zhigao Zheng, Arun Kumar Sangaiah, Tao Wang. Adaptive Communication Protocols in Flying Ad-hoc Network. IEEE Communication Magazine, 2018, 56 (1):136-142 (IF: 11.2)
Zhigao Zheng, Nitin Saxena, K.K. Mishra, Arun Kumar Sangaiah. Guided dynamic particle swarm optimization for optimizing digital image watermarking in industry applications. Future Generation Computer Systems. 2018, 88: 92-106. (IF: 7.5)
Zhigao Zheng, Zunxin Zheng. Towards an Improved Heuristic Genetic Algorithm for Static Content Delivery in Cloud Storage. Computers & Electrical Engineering. 2018, 69: 422-434. (IF: 4.3)