在大数据管理、数据库、信息安全、人工智能、机器学习领域的国际会议/期刊IEEE TKDE、IEEE TNNLS、IEEE TMM、IEEE Tcyb、ACM TKDD、Information Systems、Information Sciences、ACM SIGMOD、VLDB、WWW、IJCAI、AAAI等上发表论文50多篇。代表性论文如下：
[20] Kailun Yan, Jilian Zhang, Xiangyu Liu, Wenrui Diao, Shanqing Guo. Bad Apples: Understanding the Centralized Security Risks in Decentralized Ecosystems. WWW 2023: 2274-2283 (CCF A)
[19] Kailun Yan, Jilian Zhang, Yongdong Wu. Improving Bitcoin Transaction Propagation Efficiency through Local Clique Network. The Computer Journal 66(2): 318-332, 2023 (CCF B)
[18] Faliang Huang, Xuelong Li, Changan Yuan, Shichao Zhang, Jilian Zhang, Shaojie Qiao. Attention-Emotion-Enhanced Convolutional LSTM for Sentiment Analysis. IEEE Transactions on Neural Networks and Learning Systems 33(9): 4332-4345, 2022 (SCI 一区)
[17] Jia-Si Weng, Jian Weng, Jilian Zhang, Ming Li, Yue Zhang, Weiqi Luo. DeepChain: Auditable and Privacy-Preserving Deep Learning with Blockchain-Based Incentive. IEEE Transactions on Dependable and Secure Computation (TDSC) 18(5): 2438-2455, 2021 (CCF A, ESI高被引/热点)
[16] Jilian Zhang, Xuelian Deng. LDSQP: Scalable and Efficient Log Data Storage and Query Processing Scheme for Cloud Data Centers. In Proceedings of the 5th International Conference on High Performance Compilation, Computing and Communications, 7-13, 2021
[15] Jilian Zhang, Kaimin Wei, Xuelian Deng. Heuristic algorithms for diversity-aware balanced multi-way number partitioning. Pattern Recognition Letters 136: 56-62, 2020 (CCF C)
[14] Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Yonggang Li, Guangquan Lu, Yang Yang. Sparse Graph Connectivity for Image Segmentation. ACM Trans. Knowl. Discov. Data 14(4): 46:1-46:19, 2020 (CCF B)
[13] Xiaofeng Zhu, Shichao Zhang, Yonggang Li, Jilian Zhang, Lifeng Yang, Yue Fang. Low-Rank Sparse Subspace for Spectral Clustering. IEEE Transactions on Knowledge and Data Engineering (TKDE) 31(8): 1532-1543, 2019 (CCF A, ESI高被引)
[12] Faliang Huang, Xuelong Li, Shichao Zhang, Jilian Zhang. Harmonious Genetic Clustering. IEEE Transactions on Cybernetics 48(1): 199-214, 2018 (SCI 一区)
[11] Faliang Huang, Xuelong Li, Shichao Zhang, Jilian Zhang, Jinhui Chen, Zhi-nian Zhai. Overlapping Community Detection for Multimedia Social Networks. IEEE Transactions on Multimedia 19(8): 1881-1893, 2017 (SCI 一区)
[10] Kyriakos Mouratidis, Jilian Zhang, HweeHwa Pang. Maximum Rank Query. Proc. In Proceedings of VLDB 8(12): 1554-1565, 2015 (CCF A)
[9] Jilian Zhang, Kyriakos Mouratidis, HweeHwa Pang. Direct neighbor search. Information Systems. 44: 73-92, 2014 (CCF B)
[8] Jilian Zhang, Kyriakos Mouratidis, HweeHwa Pang. Global immutable region computation. ACM SIGMOD Conference 1151-1162, 2014 (CCF A)
[7] HweeHwa Pang, Jilian Zhang, Kyriakos Mouratidis. Enhancing Access Privacy of Range Retrievals over (B+)-Trees. IEEE Transactions on Knowledge and Data Engineering (TKDE) 25(7): 1533-1547. 2013 (CCF A)
[6] Jilian Zhang, Kyriakos Mouratidis, HweeHwa Pang. Heuristic Algorithms for Balanced Multi-Way Number Partitioning. IJCAI 693-698, 2011 (CCF A)
[5] HweeHwa Pang, Jilian Zhang, Kyriakos Mouratidis. Scalable Verification for Outsourced Dynamic Databases. In Proceedings of VLDB 2(1): 802-813, 2009 (CCF A)
[4] Shichao Zhang, Jilian Zhang, Chengqi Zhang. EDUA: An efficient algorithm for dynamic database mining. Information Sciences. 177(13): 2756-2767, 2007 (CCF B)
[3] Jilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang. Measuring the Uncertainty of Differences for Contrasting Groups. AAAI 2007: 1920-1921 (CCF A)
[2] Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Chengqi Zhang. Cost-Sensitive Imputing Missing Values with Ordering. AAAI 2007: 1922-1923 (CCF A)
[1] Shichao Zhang, Jilian Zhang, Xiaofeng Zhu, Zifang Huang. Identifying Follow-Correlation Itemset-Pairs. IEEE ICDM 2006: 765-774 (CCF B)