General

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

·           Miaomiao Li, Jiaqi Zhu*, Yang   Wang, Yi Yang, Yilin Li and Hongan Wang. RulePrompt: Weakly Supervised Text   Classification with Prompting PLMs and Self-Iterative Logical Rules. In Proc.   of the ACM Web Conference 2024 (WWW 2024), pp. 4272-4282, 2024.

 

·           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.

 

·           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