Jinjin Guo, Zhiguo Gong, Longbing Cao: dhCM: Dynamic and Hierarchical Event Categorization and Discovery for Social Media Stream. ACM Transactions on Intelligent Systems and Technology (TIST) ( In Press).
- Junyang Chen; Zhiguo Gong; Wei Wang ;Cong Wang; Zhenghua Xu; Jianming Lv; Xueliang Li; Kaishun Wu; Weiwen Liu: Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs. IEEE Transactions on Neural Networks and Learning Systems (In Press).
- Junyang Chen; Zhiguo Gong ;Jiqian Mo; Wei Wang; Wei Wang; Cong Wang; Xiao Dong; Weiwen Liu; Kaishun Wu: Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning. IEEE Transactions on Neural Networks and Learning Systems (In Press).
Dichao Li; Zhiguo Gong: A Deep Neural Network for Crossing-City POI Recommendations. IEEE Transactions on Knowledge and Data Engineering (In Press).
- Junyang Chen; Zhiguo Gong; Wei Wang;Weiwen Liu;Xiao Dong: CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings. IEEE Transactions on Neural Networks and Learning Systems (In Press).
- Wei Wang;Tao Tang;Feng Xia; Zhiguo Gong; Zhikui Chen;Huan Liu: Collaborative Filtering with Network Representation Learning for Citation Recommendation. IEEE Transactions on Big Data (In Press).
- Jielei Chu; Hongjun Wang; Jing Liu; Zhiguo Gong; Tianrui Li: Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM. IEEE Transactions on Knowledge and Data Engineering (In Press).
- Jinjin Guo, Longbing Cao, Zhiguo Gong: Recurrent Coupled Topic Modeling over Sequential Documents. ACM Transactions on Knowledge Discovery from Data (TKDD) (In Press).
- Wei Wang, Junyang Chen, Yushu Zhang, Zhiguo Gong, Neeraj Kumar, Wei Wei:A Multi-graph Convolutional Network Framework for Tourist Flow Prediction. ACM Transactions on Internet Technology (TOIT) (2021).
- Wei Wang ; Junyang Chen ; Jinzhong Wang ; Junxin Chen ; Jinquan Liu ; Zhiguo Gong: Trust-Enhanced Collaborative Filtering for Personalized Point of Interests Recommendation. IEEE Trans. Ind. Informatics 16(9): 6124-6132 (2020).
- Adnan Zeb, Anwar Ul Haq, Defu Zhang, Junde Chen, Zhiguo Gong: KGEL: A novel end-to-end embedding learning framework for knowledge graph completion. Expert Syst. Appl. 167: 114164 (2021).
- Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu: HNS: Hierarchical negative sampling for network representation learning. Inf. Sci. 542: 343-356 (2021).
Yiyang Yang, Sucheng Deng, Juan Lu, Yuhong Li, Zhiguo Gong, Leong Hou U, Zhifeng Hao: GraphLSHC: Towards large scale spectral hypergraph clustering. Inf. Sci. 544: 117-134 (2021).
- Juan Lu, Zhiguo Gong, Yiyang Yang: A matrix sampling approach for efficient SimRank computation. Inf. Sci. 556: 1-26 (2021).
- Wei Wang, Zhiguo Gong, Jing Ren, Feng Xia, Zhihan Lv, Wei Wei: Venue Topic Model-enhanced Joint Graph Modelling for Citation Recommendation in Scholarly Big Data. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(1): 4:1-4:15 (2021).
- Wei Wang, Feng Xia, Hansong Nie, Zhikui Chen, Zhiguo Gong, Xiangjie Kong, Wei Wei: Vehicle Trajectory Clustering Based on Dynamic Representation Learning of Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 22(6): 3567-3576 (2021).
- Wei Wang, Xiaofeng Zhao, Zhiguo Gong, Zhikui Chen, Ning Zhang, Wei Wei: An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike. IEEE Trans. Intell. Transp. Syst. 22(7): 4601-4610 (2021).
- Wei Wang, Feng Xia, Jian Wu, Zhiguo Gong, Hanghang Tong, Brian D. Davison: Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction. ACM Trans. Knowl. Discov. Data 15(3): 40:1-40:19 (2021).
- Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu, Ming Yang, Cong Wang: TAM: Targeted Analysis Model With Reinforcement Learning on Short Texts. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2772-2781 (2021).
- Wei Wang, Jiaying Liu, Tao Tang, Suppawong Tuarob, Feng Xia, Zhiguo Gong, Irwin King: Attributed Collaboration Network Embedding for Academic Relationship Mining. ACM Trans. Web 15(1): 4:1-4:20 (2021).
- Huan Wang, Chunming Qiao, Xuan Guo, Lei Fang, Ying Sha, Zhiguo Gong: Identifying and Evaluating Anomalous Structural Change-based Nodes in Generalized Dynamic Social Networks. ACM Trans. Web 15(4): 19:1-19:22 (2021).
- Yan Li, Hao Wang, Ngai Meng Kou, Leong Hou U, Zhiguo Gong: Crowdsourced top-k queries by pairwise preference judgments with confidence and budget control. VLDB J. 30(2): 189-213 (2021).
- Junyang Chen, Zhiguo Gong, Weiwen Liu: A Dirichlet process biterm-based mixture model for short text stream clustering. Applied Intelligence, 50:1609–1619, Springer (2020).
Wei Wang, Neeraj Kumar, Junxin Chen, Zhiguo Gong, Xiangjie Kong, Wei Wei, Honghao Gao:
Realizing the Potential of Internet of Things for Smart Tourism with 5G and AI. IEEE Netw. 34(6): 295-301 (2020).
- Wei Wang, Junyang Chen, Jinzhong Wang, Junxin Chen, and Zhiguo Gong: Geography-Aware Inductive Matrix Completion for Personalized Point of Interest Recommendation in Smart Cities. IEEE Internet of Things Journal 7(5): 4361-4370 (2020).
- SW Ng, SL Lei, J Lu, Z. Gong: Speeding up SimRank computations by polynomial preconditioners. Applied Numerical Mathematics, Elsevier. 153:147-163 (2020).
- Guangyi Xiao, Qi Wu, Hao Chen, Da Cao, Jingzhi Guo, Zhiguo Gong: A Deep Transfer Learning Solution for Food Material Recognition Using Electronic Scales. IEEE Trans. Industrial Informatics 16(4): 2290-2300 (2020).
- Junyang Chen, Zhiguo Gong, Weiwen Liu: A nonparametric model for online topic discovery with word embeddings. Information Science. 504: 32-47 (2019).
- Dichao Li, Zhiguo Gong, and Defu Zhang: A Common Topic Transfer Learning Model for Crossing City POI Recommendations. IEEE Trans. Cybernetics 49(12): 4282-4295 (2019).
- Na Ta, Guoliang Li, Tianyu Zhao, Jianhua Feng, Hanchao Ma, Zhiguo Gong:
An Efficient Ride-Sharing Framework for Maximizing Shared Route. IEEE Trans. Knowl. Data Eng. 30(2): 219-233 (2018).
- Yuhong Li, Jie Bao, Member, Yanhua Li, Member, Yingcai Wu, Zhiguo Gong, and Yu Zheng. Mining the Most Influential k-Location Set From Massive Trajectories. IEEE Trans. Big Data 4(4): 556-570 (2018).
- Juan Lu, Zhiguo Gong, Xuemin Lin. A Novel and Fast SimRank Algorithm. IEEE Transactions on Knowledge and Data Engineering, 29(3): 572-585 (2017).
- Zhenguo Yang, Qing Li, Zheng Lu, Yun Ma, Zhiguo Gong, Wenyin Liu. Dual Structure Constrained Multimodal Feature Coding for Social Event Detection in Flickr Data. ACM Transactions on Internet Technology, 17(2): 19:1-19:20 (2017).
- Wentao Wu, Wai Kin Victor Chan, Lei Chi, and Zhiguo Gong. Identifying a Set of Key Members in Social Networks Using SDP-Based Stochastic Search and Integer Programming Algorithms. Asia-Pacific Journal of Operational Research, Vol. 34, No. 3 (2017) 1750002-1 to 22.
- Haitao Zou, Zhiguo Gong, Weishu Hu. Identifying Diverse Reviewers about Products. WWW Journal, Springer, 20(2): 351-369 (2017).
- Yuhong Li, Leong Hou U, Man Lung Yiu, Zhiguo Gong. Efficient discovery of longest-lasting correlation in sequence databases. VLDB Journal, 25(6): 767-790 (2016).
- Furong Ye, Liming Zhang, Defu Zhang, Hamido Fujita, Zhiguo Gong. A novel forecasting method based on multi-order fuzzy time series and technical analysis. Information Science, Elsevier. Volumes 367–368, 1 November (2016).
- Weidong Liu, Xiangfeng Luo, Zhiguo Gong, Junyu Xuan, Ngai Meng Kou, Zheng Xu. Discovering the core semantics of event from social media. Future Generation Comp. Syst. Elsevier. 64:175-185 (2016).
- Yujie Zhang, Diwei Yang, Rui Qi, Zhiguo Gong. Blind image separation based on reorganization of block DCT. Multimedia Tools Appl. Springer 75(19): 12101-12121 (2016).
- Hui Yan, Zhiguo Gong, Nan Zhang, Tao Huang, Hua Zhong, Jun Wei. Crawling Hidden Objects with kNN Queries. IEEE Transactions on Knowledge and Data Engineering. 28(4): 912-924 (2016).
- Weishu Hu, Zhiguo Gong. Multi-relational Reinforcement for Computing Credibility of Nodes. WWW Journal, Springer. 19(6):1103-1024 (2016).
- Huiqi Hu, Guoliang Li, Zhifeng Bao, Jianhua Feng, Yongwei Wu, Zhiguo Gong, and Yaoqiang Xu. Top-k Spatial-Textual Similarity Join. IEEE Transactions on Knowledge and Data Engineering. 28(2):551-565 (2016).
- Zhuojie Zhou, Nan Zhang, Zhiguo Gong, and Gautam Gas. Faster Random Walks By Rewiring Online Social Networks On-The-Fly. ACM Transactions on Database Systems.40(4) (2016).
- Ngai Meng Kou, Leong Hou U, Yiyang Yang, Zhiguo Gong. Travel topic analysis: a mutually reinforcing method for geo-tagged photos. GeoInformatica 19(4): 693-721 (2015).
- Hui Yan, Zhiguo Gong, Nan Zhang, Tao Huang, Hua Zhong, Jun Wei (2015). Aggregate Estimation in Hidden Databases with Checkbox Interfaces. IEEE Transactions on Knowledge and Data Engineering, 27(5), pp.1192-1204 (2015). (link).
- Bailong Liao, Leong Hou U, Man Lung Yiu, and Zhiguo Gong. “Beyond Millisecond Latency k NN Search on Commodity Machine”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(10): 2618-2631 (2015).
- Minghe Yu, Guoliang Li, Ting Wang, Jianhua Feng, and Zhiguo Gong (2015). Efficient Filtering Algorithms for Location-Aware Publish/Subscribe. IEEE Transactions on Knowledge and Data Engineering. 27(4): 950-963 (2015). (link)
- Dong Deng, Guoliang Li, Jianhua Feng, Yi Duan, Zhiguo Gong (2015). A Unified Framework for approximate dictionary-based entity extraction. The VLDB Journal. 24(1), pp.143-167. (2015) (link)
- Ruicheng Zhong, Guoliang Li, Kian-lee Tan, Lizhu Zhou, Zhiguo Gong. “G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks”. IEEE Transactions on Knowledge and Data Engineering, 27(8) (2015): 2175-2189.
- Haitao Zou, Zhiguo Gong, Nan Zhang, Qing Li, and Yanghui Rao (2015). Adaptive Ensemble with Trust Networks and Collaborative Recommendations. Knowledge and Information Systems, Springer, 44(3): 663-688 (2015). (link)
- Weishu Hu, Zhiguo Gong, Leong Hou U, Jingzhi Guo (2015). Identifying Influential User Communities on the Social Network. Enterprise Information Systems, Taylor & Francis. 9(7), pp.709-724 (2015) .(link)
- Haitao Zou, Zhiguo Gong, Nan Zhang, Wei Zhao and Jingzhi Guo (2015) Trust-Rank: A Cold-Start Tolerant Recommender System. Enterprise Information Systems, Taylor & Francis. 9(2): 117-138 (2015). (link)
- Yiyang Yang, Zhiguo Gong, Leong Hou U (2014). Identifying Points of Interest using heterogenous Features. ACM Transactions on Intelligent Systems and Technology. 5(4): 68:1-68:27 (2014) .(link)
- Leong Hou U, Hongjun Zhao, Man Lung Yiu, Yuhong Li, and Zhiguo Gong (2014). Towards Online Shortest Paths Computation. IEEE Transaction on Knowledge and Data Engineering. 26(4): 1012-1025 (2014). (link).
- Guangyi Xiao, Jingzhi Guo, Li Da Xu, Zhiguo Gong (2014). User Interoperability With Heterogeneous IoT Devices Through Transformation. IEEE Trans. Industrial Informatics 10(2): 1486-1496 (2014).
- Zhiguo Gong, Jingzhi Guo, Yuan Yan Tang, Patrick Wang (2013). FILTERING TERMS FROM THE WEB FOR IMAGE ANNOTATIONS. International Journal of Pattern Recognition and Artificial Intelligence Vol.27, No.4. World Scientific Publisher.
- Di Zhao, Hongyi Li, and Zhiguo Gong (2013). Notes on Greub-Rheinboldt inequalities. Journal of Inequalities and Applications. Springer publisher, 2013:7.
- Di Zhao, Hongyi Li, and Zhiguo Gong (2012). Trace Inequalities for Possitive Semidefinite Matrices with Centrosysmmetric Structure. Journal of Inequalities and Applications. Springer publisher, 2012.
- Jingzhi Guo, Li Da Xu, Guangyi Xiao, Zhiguo Gong (2012): Improving Multilingual Semantic Interoperation in Cross-Organizational Enterprise Systems Through Concept Disambiguation. IEEE Trans. Industrial Informatics 8(3): 647-658 (2012)
- Jingzhi Guo, Lida Xu, Zhiguo Gong, Chin-Pang Che and Sohail S. Chaudhry (2012) Semantic Inference on Heterogeneous E-Marketplace Activities. IEEE Transactions on Systems, Man, and Cybernetics – Part A: 42(2), pp 312-330. (2012).
- Jingzhi Guo and Zhiguo Gong (2011). Measuring Virtual Wealth in Virtual Worlds. Information Technology and Management, Springer. Vol. 12, No. 2, pp. 121-135.
- Zhiguo Gong, Maybin Muyeba and Jingzhi Guo (2010). Business information Query Expansion through Semantic Network. Enterprise Information Systems, 4(1), 2010, Taylor & Francis. pp.1-22.
- Zhiguo Gong and Qian Liu (2009). Improving Keyword Based Web Image Search with Visual Feature Distribution and Term Expansion. Knowledge and Information Systems,(2009) 21(1):113-132. Springer-Verlag London (link).
- Zhiguo Gong, Leong Hou U, and Chan Wa Cheang (2006). Web Image Indexing by Using Associated Texts. Knowledge and Information Systems, (2006)10(2): 243-265. Springer-Verlag London (link).
- Gong Zhiguo and Zhou Longxiang, A Dynamic Solution for Document Redundancies in Mutiple Sources, New Technology of Library and Information Service, Vol. 93, 2002. pp. 129-133.
- Gong Zhiguo, Zhou Longxiang, and Dong Shuzhen. Content-Based Retrieval of Multimedia Objects Related to Domains, Chinese Journal of Computers (计算机学报), Vol.25 No.1, 2002. pp.63-72.
- Gong Zhiguo, Zhou Longxiang, and Dong Shuzhen. Distributed Multimedia Database Systems. Journal of Software (软件学报),2000,11(1):40-48.
- Gong Zhiguo and Zhou Longxiang. An Agent model for integration of multimedia object presentation. Journal of Software (软件学报),1999,10(1):35-42.