
Jiaqi Zhu
Associate Research Professor
Intelligence Engineering Lab
Institute of Software, Chinese Academy of Sciences
Email: zhujq@ios.ac.cn
Research Areas
Web Mining, Anamoly Detection and Pattern Mining, Knowledge Graphs, Temporal Logics
Education
Sept. 2004 ---- Jul. 2009 Department of Computer Science, Peking University,
Beijing, China, Ph.D. of Science
Sept. 2000 ---- Jul. 2004 Department of Computer Science, Peking University,
Beijing, China, Bachelor
Experience
Sept. 2016 ---- Now Institute of Software, Chinese Academy of Sciences,
Beijing, China, Associate Researcher
Nov. 2017 ---- Nov. 2018 Computer Science Department, UCLA
Los Angeles, California, U.S., Visiting Scholar
Jul. 2013 ---- Aug. 2016 Institute of Software, Chinese Academy of Sciences,
Beijing, China, Assistant Researcher
Sept. 2010 ---- Jun. 2013 Institute of Software, Chinese Academy of Sciences,
Beijing, China, Postdoctoral Fellow
Aug. 2009 ---- Aug. 2010 International Institute for Software Technology,
United Nations University, Macau, China, Postdoctoral Fellow
Publications
· Yilin Li, Jiaqi Zhu*, Congcong Zhang, Yi Yang, Jiawen Zhang, Ying Qiao and Hongan wang. THGNN: An Embedding-based Model for Anomaly Detection in Dynamic Heterogeneous Social Networks. In Proc. of the 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), pp. 1368-1378, 2023.
· Xiaojun Pu, Jiaqi Zhu, Yunkun Wu, Chang Leng, Zitong Bo and Hongan Wang. Dynamic Adaptive Spatio–temporal Graph Network for COVID-19 Forecasting. In CAAI Transactions on Intelligence Technology, 2023: 1-18, 2023.
· Miaomiao Li, Jiaqi Zhu*, Xin Yang*, Yi Yang, Qiang Gao and Hongan Wang. CL-WSTC: Continual Learning for Weakly Supervised Text Classification on the Internet. In Proc. of the ACM Web Conference 2023 (WWW 2023), pp. 1489-1499, 2023.
· Jiawen Zhang, Jiaqi Zhu*, Yi Yang, Wandong Shi, Congcong Zhang and Hongan Wang. Knowledge-Enhanced Domain Adaptation in Few-Shot Relation Classification. In Proc. of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2021), pp. 2183-2191, 2021.
· Yi Yang, Hongan Wang, Jiaqi Zhu*, Wandong Shi, Wenli Guo and Jiawen Zhang. Effective Seed-Guided Topic Labeling for Dataless Hierarchical Short Text Classification. In Proc. of the 21st International Conference on Web Engineering (ICWE 2021), pp. 271-285, 2021.
· Jiawen Zhang, Yuanyuan Zhao, Jiaqi Zhu and Jinba Xiao. Distant Supervision for Polyphone Disambiguation in Mandarin Chinese. In Proc. of INTERSPEECH 2020, pp. 1753-1757, 2020.
· Yi Yang, Hongan Wang, Jiaqi Zhu*, Yunkun Wu, Kailong Jiang, Wenli Guo and Wandong Shi. Dataless Short Text Classification Based on Biterm Topic Model and Word Embeddings. In Proc. of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020), pp. 3969-3975, 2020.
· Kun Liu, Yunkun Wu, Wenting Wei, Zhonghui Wang, Jiaqi Zhu and Hongan Wang. An Interactive Approach of Rule Mining and Anomaly Detection for Internal Risks. In Proc. of the 6th International Conference on Harmony Search, Soft Computing and Applications (ICHSA 2020), pp. 365-376, 2020. EI number: 20204909584263.
· Jiaqi Zhu, Kaijun Wang, Yunkun Wu, Zhongyi Hu and Hongan Wang. Mining User-Aware Rare Sequential Topic Patterns in Document Streams. IEEE Transactions on Knowledge and Data Engineering (TKDE), 28(7): 1790-1804, 2016.
· Zhongyi Hu, Hongan Wang, Jiaqi Zhu*, Maozhen Li, Ying Qiao and Changzhi Deng. Discovery of Rare Sequential Topic Patterns in Document Stream. In Proc. of 2014 SIAM International Conference on Data Mining (SDM 2014), pp. 533-541, 2014.
· Quan Zu, Miaomiao Zhang, Jiaqi Zhu and Naijun Zhan. Bounded Model-checking of Discrete Duration Calculus. In Proc. of the 16th International Conference on Hybrid Systems: Computation and Control (HSCC 2013), pp. 213-222, 2013.
· Ming Xu, Jiaqi Zhu and Zhi-Bin Li. Some Decidable Results on Reachability of Solvable Systems. In International Journal of General Systems, 42(4): 405-425, 2013.
· Ruzhen Dong, Johannes Faber, Zhiming Liu, Jirí Srba, Naijun Zhan and Jiaqi Zhu. Unblockable Compositions of Software Components. In Proc. of the 15th ACM SIGSOFT Symposium on Component Based Software Engineering (CBSE 2012), pp. 103-108, 2012.
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· Jiaqi Zhu, Hanpin Wang, Zhongyuan Xu, Chunxiang Xu. A New Model for Model Checking: Cycle-Weighted Kripke Structure. In Frontiers of Computer Science in China, 4(1): 78-88, 2010.
· Jiaqi Zhu, Yu Huang, Hanpin Wang. A Formal Description Language and an Automated Detection Method for Complex Events in RFID. In Proc. of the 33rd Annual IEEE International Computer Software and Applications Conference (COMPSAC 2009), pp. 543-552, 2009.
· Jiaqi Zhu, Hanpin Wang, Zhongyuan Xu. A New Temporal Logic CTL[k-QDDC] and its Verification. In Proc. of the 32nd Annual IEEE International Computer Software and Applications Conference (COMPSAC 2008), pp. 235-238, 2008.
· Yu Huang, Chunxiang Xu, Hanpin Wang, Yunni Xia, Jiaqi Zhu, Cheng Zhu. Formalizing Web Service Choreography Interface. In Proc. of the 21st International Conference on Advanced Information Networking and Applications (AINA Workshops 2007), pp. 576-581, 2007.
· Yu Huang, Hanpin Wang, Wen Zhao, Jiaqi Zhu. Analyzing Data Dependence Based on Workflow Net. In International Conference on Computational Science (3): 257-264, 2007. |
Students
已指导学生
张佳雯 硕士研究生 085211-计算机技术
石万东 硕士研究生 083500-软件工程
现指导学生
张聪聪 硕士研究生 085212-软件工程
王子妍 硕士研究生 083500-软件工程
张康 硕士研究生 083500-软件工程