代表作 全部 期刊 会议 其他

[1]   Bo Cheng , Jia Zhu * , P De Meo .   Dual Context Representation Learning Framework for Entity Alignment.  Big Data Mining and Analytics(中科院一区)

[2]   H Guo, S Di, Z Chen, C Pan, C Meng , Jia Zhu * .   FGRCAT: A fine-grained reasoning framework through causality and adversarial training.  Expert Systems With Applications(中科院一区)

[3]   C Meng, C Pan, H Shu, Q Wang, H Guo , Jia Zhu .   Heterogeneous collaborative filtering contrastive learning for social recommendation.  Applied Soft Computing

[4]   Chaojun Meng * , Changfan Pan , Zilong Li , Cong Zhou , Xinran Cao , Jia Zhu * .   DFRP: A Dual-Track Feedback Recommendation System for Educational Resources.  IJCAI （CCF A)

[5]   Jia Zhu , Xiaodong Ma , Zhihao Lin , Pasquale De Meo .   A quantum-like approach for text generation from knowledge graphs.  CAAI Transactions on Intelligence Technology (中科院二区)

[6]   Jia Zhu , Changqin Huang , Pasquale De Meo .   DFMKE: A dual fusion multi-modal knowledge graph embedding framework for entity alignment.  Information Fusion (中科院一区，TOP，IF:17.564)

[7]   Xiaodong Ma , Jia Zhu * , Zhihao Lin , Shanxuan Chen , Yangjie Qin .   A state-of-the-art survey on solving non-IID data in Federated Learning.  Future Generation Computer Systems (中科院二区)

[8]   Yuling Xing, Jia Zhu(Corresponding), Yu Li, Jin Huang and Jinlong Song * .   An Improved Spatial Temporal Graph Convolutional Network for Robust Skeleton-based Action Recognition.  Applied Intelligence(中科院二区)

[9]   Bo Cheng, Jia Zhu*, Meimei Guo .   MultiJAF: Multi-modal Joint Entity Alignment Framework for Multi-modal Knowledge Graph.  Neurocomputing (中科院二区)

[10]   Jin Huang , Tian Lu , Jia Zhu * , Weihao Yu , Tinghua Zhang .   Multi-relational knowledge graph completion method with local information fusion.  Applied Intelligence (中科院二区)

[11]   Yuling Xing, Jia Zhu(Corresponding) .   Deep Learning based Action Recognition with 3D Skeleton: A Survey.  CAAI Transactions on Intelligence Technology (中科院二区, 中国人工智能学会会刊)(英国工程技术学会（IET）高影响力论文)

[12]   朱佳， 张丽君，梁婉莹 .   数据驱动下的个性化自适应学习研究综述.  华南师范大学学报(自然科学版),52(4):17-25

[13]   Jia Zhu, Zetao Zheng, Min Yang, Gabriel Pui Cheong Fung and Yong Tang(Corresponding) .   A Semi-Supervised Model for Knowledge Graph Embedding.  Data Mining and Knowledge Discovery, 34:1–20(SCI, 中科院二区, IF:2.879)

[14]   Jiaqi Lun, Jia Zhu(Corresponding), Yong Tang and Min Yang .   Multiple Data Augmentation Strategies for Improving Performance on Automatic Short Answer Scoring.  the Tenth AAAI Symposium on Educational Advances in Artificial Intelligence conjunction with the AAAI-20 (AI教育领域重要会议)

[15]   梁婉莹 ，朱 佳 ，马晓东 ，汤 庸 ，梁熙龙 ，陈善轩 * .   基于区块链的文件存储碎片分配优化模型.  软件导刊

[16]   Jia Zhu, Zetao Zheng, Min Yang, Gabriel Pui Cheong Fung, Changqin Huang .   Protein Complexes Detection based on Semi-Supervised Network Embedding Model.  IEEE-ACM Transactions on Computational Biology and Bioinformatics (SCI, IF: 2.896, 中科院二区)

[17]   Changqin Huang, Jia Zhu(Corresponding), Yuzhi Liang, Min Yang, Gabriel Pui Cheong Fung and Junyu Luo .   An Efficient Automatic Multiple Objectives Optimization Feature Selection Strategy for Internet Text Classification.  International Journal of Machine Learning and Cybernetics, 10:1151–1163 (SCI，中科院三区期刊, IF:1.699)

[18]   Jia Zhu, Xingcheng Wu, Xueqin Lin, Changqin Huang, Gabriel Pui Cheong Fung and Yong Tang .   A Novel Multiple Layers Name Disambiguation Framework for Digital Libraries using Dynamic Clustering.  Scientometrics,114:781–794 (SCI, 中科院二区期刊，计量分析学顶级期刊之一，IF:2.147)

[19]   Min Yang, Wenting Tu, Qiang Qu, Kai Lei, Xiaojun Chen, Jia Zhu(Corresponding) and Ying Shen .   MARES: Multitask Learning Algorithm for Web-scale Real-time Event Summarization.  World Wide Web Journal, 22:499–515 (SCI, 中科院三区期刊，IF:1.405)

[20]   Wei Zhao, Jia Zhu (Corresponding), G.P.C. Fung, Min Yang, Danyang Xiao and Xiaojun Chen .   A Semi-Supervised Network Embedding Model for Protein Complexes Detection.  AAAI, 2018 (CCF A类会议)

[21]   Fen Yang, Jia Zhu(Corresponding), Jiaqi Lun, Zetao Zheng, Yong Tang and Jian Wu .   A Keyword-based Scholar Recommendation Framework for Biomedical Literature.  CSCWD 2018(CCF C)

[22]   M. Yang, Y. Z. Liang, W. Zhao, W. Xu, J. Zhu(Corresponding) and Q. Qu .   Task-oriented keyphrase extraction from social media.  Multimedia Tools and Applications，77(3):3171-3187(SCI,中科院三区,IF:1.5)

[23]   X. C. Wu, J. Zhu(Corresponding), D. Y. Xiao, X. Q. Lin and R. Ding .   GA-ADE:A Novel Approach Based on Graph Algorithm to improve the Detection of Adverse Drug Events.  Multimedia Tools and Applications, 77(3):3493-3507 (SCI,中科院三区)

[24]   J. Huang, B. Li, J. Zhu(Corresponding) and J. Chen .   Age Classification with Deep Learning Face Representation.  Multimedia Tools and Applications, 76(19):20231–20247 (SCI,中科院三区)

[25]   J. Zhu, Y. Z. Liang, C. Q. Huang, M. Yang, J. Xiao and Y. Tang .   A Novel Approach for Adverse Events Detection.  IJCAI 2017 Knowledge Discovery in Healthcare Data Workshop:41-45(CCF A类会议， 人工智能领域顶级会议）

[26]   C. H. Xu, J. Zhu(Corresponding), J. Huang, Z. X. Li and G. Fung .   A Health Management Tool based Smart Phone.  Multimedia Tools and Applications, 76(16):17541-17558 (SCI,中科院三区)

[27]   Y. Zhao, J. Zhu(Corresponding) and K. Zheng .   A Novel Hybrid Friends Recommendation Framework for Twitter.  APWeb-WAIM Joint Conference on Web and Big Data, 2017:83-97(CCF C类会议)

[28]   J. Zhu, X. C. Wu, J. Xiao(Corresponding), C. Q. Huang, Y. Tang and K. Deng .   Improved Experts Selection Model for Forex Trading.  Frontiers of Computer Science, 12:518–527（SCI, 中科院四区, CCF C类期刊）

[29]   X. Q. Lin, J. Zhu（Corresponding), Y. Tang, G. Fung, J. Huang, C. Q. Huang, F. Y. Tang .   A Study on the landscape of Cancer Disease Researches using Bibliometric methods and Social Network Analysis. .  IEEE 21st International Conference on Computer Supported Cooperative Work in Design, 2017 :239-244 (IEEE CSCWD , CCF C类),

[30]   J. Zhu, C. H. Xu, Z. X. Li, G. Fung, X. Q. Lin, J. Huang., and C. Q. Huang .   An Examination of On-line Machine Learning Approaches for Pseudo-random Generated Data.  Cluster Computing,19 (3) :1309-1321（SCI,中科院三区,Impact Factor:2.040）

[31]   J. Zhu, J. Yang, J. Xiao,C. Q. Huang, G. S. Zhao and Y. Tang .   Online Prediction for Forex with an Optimized Experts Selection Model.  APWEB 2016:371-382 ( CCF C类会议, BEST PAPER AWARD)

[32]   X. C. Wu, J. Zhu(Corresponding), Y. Tang, R. Ding, X. Q. Lin and C. H. Xu .   MASM:A Novel Movie Analysis System based on Microblog.  APWEB 2016:533-536 (CCF C类会议)

[33]   F. Tang, J. Zhu(Corresponding), Y. Cao, S. L. Ma, Y. L. Chen, J. He, C. Q. Huang, G. S. Zhao and Y. Tang .   PARecommender:A Pattern-based System for Route Recommendation.  IJCAI 2016:4272-4273(CCF A类会议， 人工智能领域顶级会议）

[34]   J. Zhu, X. C. Wu, C. Q. Huang, X. Q. Lin, D. Y. Xiao, J. Xiao, C. B. He and Y. Tang .   A Graph based Clustering Approach for Protein Complexes Detection using Symmetric Non-negative Matrix Factorization.  International Conference on Intelligence Science and Big Data Engineering

[35]   J. Zhu, Q. Xie,S. I. Yu,W. H. Wong .   Exploiting Link Structure for Web Page Genre Identification.  Data Mining and Knowledge Discovery,30:550–575 ( SCI,中科院二区，数据挖掘顶级期刊,Impact Factor:3.160）

[36]   T. Cheung, W. H. Wong, and J. Zhu .   Does Online Group Buying Benefit or Destroy Retail Businesses.  International Journal of Business and Economics,15(1): 1-16 (indexed in EconLit, ADBC "B" journals)

[37]   J. Zhu, G. Fung,W. H. Wong, Z. X. Li, C. H. Xu .   Evaluating the Pros and Cons of Different Peer Review Policies via Simulation.  Science and Engineering Ethics, 22(4):1-22 (SCI, 中科院二区, Impact Factor:1.454)

[38]   J. Zhou, Z. X. Li, Q. Yang, J. Jiang, A. Liu, G. F. Liu, L. Zhao, J. Zhu .   HouseIn: A Housing Rental Platform with Non-Redundant Information Integrated from Multiple Sources.  APWEB 2015:859-962( CCF C类)

[39]   H. Tang, S. Mu, J. Huang, J. Zhu(Corresponding), J. Chen and R. Ding .   Zip: An Algorithm Based on Loser Tree for Common Contacts Searching in Large Graphs.  Journal of Computer Science and Technology, 30(4):799-809( SCI, CCF B类, 2015 Impact Factor: 0.475)

[40]   J. Zhu, G. Fung, K. Wong, B. Y. Li, Z. X. Li, H. Y. Dong .   The Role of Physical Location in Our Online Social Networks.  WAIM 2015：498–501 (CCF C类)

[41]   J. Zhu, Q. Xie, K. Zheng .   An Improved Early Detection Method of Type-2 Diabetes Mellitus Using Multiple Classifier Systems.  Information Sciences, volume 292, pages 1-14(中科院一区期刊, 2014 Impact Factor: 3.893)

[42]   J. Zhu, S. Hassan, H. Mirza, Q. Xie .   Measuring Recent Research Performance for Chinese Universities Using Bibliometric Methods.  Scientometrics, 101(1):429-443 (中科院二区期刊，计量分析学顶级期刊之一，2014 Impact Factor: 2.274)

[43]   S. Hassan, P. Haddawy, J. Zhu .   A Bibliometric Study of the World's Research Activity in Sustainable Development and its Sub-areas using Scientific Literature.  Scientometrics，99(2):549-579 (中科院二区期刊，2014 Impact Factor: 2.274)

[44]   J. Zhu, Y. Yang, Q. Xie, L.W. Wang, S. Hassan .   Robust Hybrid Name Disambiguation Framework for Large Databases.  Scientometrics，98(3): 2255-2274 (中科院二区期刊，计量分析学顶级期刊之一，2014 Impact Factor: 2.274)

[45]   E. J. Chin and J. Zhu .   B3Clustering: identifying protein complexes from protein-protein interaction network.  APWeb 2013: 108-119

[46]   J. Zhu, Q. Xie, and E. J. Chin .   A Hybrid Time-Series Link Prediction Framework for Large Social Network.  DEXA (2) 2012: 345-359

[47]   Q. Xie, J. Zhu, M. A. Sharaf, X. Zhou, and C. Pang .   Efficient buffer management for piecewise linear representation of multiple data streams.  CIKM 2012: 2114-2118

[48]   J. Zhu, X. Zhou, and G. P. C. Fung .   Enhance Web Pages Genre Identification Using Neighboring Pages.  WISE 2011: 282-289

[49]   J. Zhu, G. P. C. Fung, and L. Wang .   Efficient Name Disambiguation in Digital Libraries.  WAIM 2011: 430-441

[50]   J. Zhu, G. P. C. Fung, and X. Zhou .   Efficient web pages identification for entity resolution.  WWW 2010

[51]   J. Zhu, G. P. C. Fung, and X. Zhou .   Anddy: A System for Author Name Disambiguation in Digital Library.  DASFAA 2010

[52]   J. Zhu, X. Zhou, and G. P. C. Fung .   A Term-Based Driven Clustering Approach for Name Disambiguation.  APWeb/WAIM 2009