代表作 全部 期刊 会议 其他

2025

[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]   Xi Yang , Jia Zhu * , P De Meo .   A quantum-like zero-shot approach for sentiment analysis in finance.  Journal of Intelligent Information Systems

[5]   SK Abbas , MUG Khan , Jia Zhu * , R Sarwar , NR Aljohani , IA Hameed .   Vision based intelligent traffic light management system using Faster R‐CNN.  CAAI Transactions on Intelligence Technology(中科院一区)

[6]   Z Zheng , Zhengyang Wu , Z Tari , Jia Zhu * , Ke Deng .   CeKT: Knowledge Tracing for Predicting Collective Performance on Exercise Sequence.  IEEE Transactions on Computational Social Systems

[7]   J Shi , Z Chen , J Zhu , J Zhou , Q Wang , X Ma .   Research on the impact of pointing gestures based on computer vision technology on classroom concentration.  Neural Computing and Applications

[8]   KO Asamoah , AP Darko , CO Antwi , C Sey , AH Osei , X Ma , Jia Zhu * .   A probabilistic reliable linguistic model for blockchain-based student information management system assessment.  Applied Soft Computing(中科院一区)

[9]   Liang, Wanying , De Meo, Pasquale , Tang, Yong * , Zhu, Jia * .   A Survey of Multi-modal Knowledge Graphs: Technologies and Trends.  ACM Computing Surveys

[10]   Hongji Shu , Chaojun Meng , P De Meo , Qing Wang , Jia Zhu .   Self-supervised hypergraph learning for enhanced multimodal representation.  IEEE Access

[11]   R Sarwar , B Ahmad, , PS Teh , S Tuarob , T Thaipisutikul , F Zaman , Jia Zhu .   HybridEval: An Improved Novel Hybrid Metric for Evaluation of Text Summarization.  Journal of Informatics and Web Engineering

[12]   Kwame Omono Asamoah, Adjei Peter Darko, Collins Opoku Antwi; Seth Larweh Kodjiku, Esther Stacy E. B. Aggrey, Qing Wang, Jia Zhu .   A Blockchain-Based Crowdsourcing Loan Platform for Funding Higher Education in Developing Countries.  IEEE Access(Accepted, SCI)

[13]   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)

[14]   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)

[15]   Wu, Xuemei , He, Jie , Huang, Qionghao , Huang, Changqin , Zhu, Jia , Huang, Xiaodi , Fujita, Hamido .   FER-CHC: Facial Expression recognition with cross-hierarchy contrast.  Applied Soft Computing (中科院一区)

[16]   Qing Wang , Jia Zhu * , Hongji Shu , Kwame Omono Asamoah , Jianyang Shi , Cong Zhou .   GUDN: A novel guide network with label reinforcement strategy for extreme multi-label text classification.  Journal of King Saud University - Computer and Information Sciences (中科院二区，IF:9.006)

[17]   Jia Zhu , Xiaodong Ma * , Changqin Huang * .   Stable Knowledge Tracing using Causal Inference.  IEEE Transactions on Learning Technologies

[18]   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)

[19]   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)

[20]   Yangjie Qu, Ming Li and Jia Zhu .   Privacy-Preserving Federated Learning Framework in Multimedia Courses Recommendation .  Wireless Networks (SCI)

[21]   Yu Song, Bo Cheng, Jia Zhu(Corresponding), and Xiaoyong Hu * .   Exploring the collective process of classroom dialogue using sequential pattern mining technique.  International Journal of Educational Research

[22]   Xianqing Wang , Zetao Zheng , Jia Zhu * , Weihao Yu .   What is wrong with deep knowledge tracing? Attention-based knowledge tracing.  Applied Intelligence (中科院二区)

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

[24]   Zhiwen Yan , Ying Chen , Jinlong Song , Jia Zhu * .   Multimodal feature fusion based on object relation for video captioning.  CAAI Transactions on Intelligence Technology (中科院二区)

[25]   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)

[26]   宋宇,丁莹 ,朱佳 ,许昌良 .   基于序列模式挖掘的多类教师群体互动式课堂教学研究.  现代教育技术

[27]   Jing Xiao , Huan Yang , Kun Xie , Jia Zhu * , Ji Zhang .   Learning discriminative representation with global and fine-grained features for cross-view gait recognition.  CAAI Transactions on Intelligence Technology (中科院二区)

[28]   Tinghua Zhang, Jin Huang, Jia Zhu, Weihao Yu, Yong Tang and Yang He .   A Deep Embedding Model for Knowledge Graph Completion based on Attention Mechanism.  Neural Computing and Applications(Accepted, SCI, IF:4.774, 中科院二区)

[29]   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)

[30]   梁婉莹，朱佳（通讯作者), 吴志杰，颜志文，汤庸，黄晋，余伟浩 .   基于选择性局部注意力和前序信息解码器的代码生成模型.  北京大学学报(自然科学版)， NLPCC论文推荐

[31]   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

[32]   Jin Huang, Tinghua Zhang, Weihao yu, Jia Zhu(Corresponding) and Ercong Cai .   Community Detection Based on Modularized Deep Nonnegative Matrix factorization.  International Journal of Pattern Recognition and Artificial Intelligence(Accepted, SCI, IF:1.11, 中科院四区)

[33]   Xilong Liang, Jingkun Zhao, Yuqin Chen, Wenbo Zuo, Jiajun Zhang, Jia Zhu, and Gang Zhao .   Elemental abundances distributions in (R, Vφ) plane with LAMOST DR5 and Gaia DR2.  Astrophysical Journal(Accepted, SCI, IF:5.58, 中科院一区)

[34]   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)

[35]   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

[36]   Ming Li, Changqin Huang, Qintai Hu, Jia Zhu and Yong Tang .   Improved Randomized Learning Algorithms for Imbalanced and Noisy Educational Data Classification.  Computing, 101:571–585(SCI, 中科院三区, IF: 1.654)

[37]   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)

[38]   马晓东，朱佳，常超，梁婉莹，汤庸 * .   基于区块链技术的去中心化应用— 以学者网为例.  网络空间安全

[39]   Min Yang, Qiang Qu, Xiaojun Chen, Wenting Tu, Ying Shen and Jia Zhu .   Discovering Author Interest Evolution in Order-sensitive and Semantic-aware Topic Modeling.  Information Sciences,486:271-286(SCI, 中科院一区, IF:4.832)

[40]   Jia Zhu, Gabriel Pui Cheong Fung, Zeyang Lei, Min Yang and Ying Shen .   An In-Depth Study of Similarity Predicate Committee.  Information Processing and Management, 56(3):381-393(SCI, 中科院一区，IF:4.787)

[41]   Min Yang, Wenting Tu, Qiang Qu, Wei Zhou, Qiao Liu and Jia Zhu .   Advanced Community Question Answering by Leveraging External Knowledge and Multi-task Learning.  Knowledge Based Systems, 171:106-119(SCI, 中科院二区，IF:4.396)

[42]   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)

[43]   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)

[44]   Changqin Huang, Haijiao Xu, Liang Xie, Jia Zhu, Chunyan Xu and Yong Tang .   Large-scale semantic web image retrieval using bimodal deep learning techniques.  Information Sciences, 430:331-348(SCI，中科院一区期刊，IF:4.832)

[45]   Changqin Huang, Jia Zhu, Xiaodi Huang, Min Yang, Gabriel Fung and Qintai Hu .   A Novel Approach for Entity Resolution in Scientific Documents Using Context Graphs .  Information Sciences, 432: 431-441(SCI, 中科院一区, IF:4.832)

[46]   Yuzhi Liang, Min Yang, Jia Zhu(Corresponding) and SM Yiu .   Out-domain Chinese New Word Detection with Statistics based Character Embedding.  Natural Language Engineering, 25(2):1-17 (SCI, 中科院四区期刊，IF:1.05)

[47]   王希哲, 黄昌勤, 朱佳, 徐小琪 .   学习云空间中基于大数据分析的学情预测研究.  电化教育研究，2018年10期出版. (CSSCI)

[48]   Jia Zhu, Changqin Huang, Min Yang, Gabriel Pui Cheong Fung .   Context-based prediction for road traffic state using trajectory pattern mining and recurrent convolutional neural networks.  Information Sciences, 473:190-201 (SCI, 中科院一区期刊，IF:4.305).

[49]   Min Yang, Qiang Qu, Ying Shen, Kai Lei, Jia Zhu .   Cross-domain Aspect/Sentiment-aware Abstractive Review Summarization by Combining Topic Modeling and Deep Neural Networks.  Neural Computing and Applications, 32:6421–6433 (SCI, 中科院二区，IF:4.213)

[50]   Min Yang, Wenting Tu, Qiang Qu, Zhou Zhao, Xiaojun Chen and Jia Zhu .   Personalized Response Generation by Dual-learning based Domain Adaptation.  Neural Networks, 103:72-82 (SCI, 中科院一区期刊， IF:7.197)

[51]   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)

[52]   Yuwen Zhou, Changqin Huang, Qintai Hu, Jia Zhu and Yong Tang .   Personalized learning full-path recommendation model based on LSTM neural networks.  Information Sciences 444:135-152 (SCI, 中科院一区期刊，IF:4.832)

[53]   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)

[54]   M. Yang, X. J. Chang, W. T. Tu, Z. Y. Lu and J. Zhu .   A Topic Drift Model for Authorship Attribution.  Neurocomputing, 273(17):133-140 (SCI, 中科院二区期刊，IF:3.317）

[55]   J. Zhu, X. C. Wu, X. Q. Lin, D. Y. Xiao, J. Xiao, J. Huang and C. B. He .   Self-learning Graph Clustering for Protein Complexes Detection.  Journal of Control Theory and Applications，34(6):776-782 （EI期刊）

[56]   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)

[57]   Z. X. Li, Q. Yang, A. Liu, G. F. Liu, J. Zhu, J. J. Xu, K. Zheng and M. Zhang .   Crowd-Guided Entity Matching with Consolidated Textual Data.  Journal of Computer Science and Technology，32(5):858–876(SCI四区, CCF B类)

[58]   ZX Li, Q Yang, A Liu, GF Liu, J Zhu, JJ Xu, K Zheng .   众包指导下基于纯文本属性数据的实体匹配.  计算机科学技术学报

[59]   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)

[60]   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)

[61]   C. H. He, H. C. Li, X. Fei, A. T. Yang, Y. Tang and J. Zhu .   A topic community-based method for friend recommendation in large-scale online social networks .  Concurrency and Computation: Practice and Experience, 29(6): 1-20(SCI,中科院三区）

[62]   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）

[63]   李直旭，何莹，杨强，刘安，刘冠峰，朱佳，解庆 .   一种基于众包的交互式数据修复方法.  中国人工智能学会通讯(约稿)   中国人工智能学会 学会通讯 2017年 第3期 .pdf

[64]   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）

[65]   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）

[66]   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)

[67]   Q. Xie, S. Wang, X. L. Zhang, J. Zhu .   Modeling and Predicting AD Progression by Regression Analysis of Sequential Clinical Data.  Neurocomputing, 195:50-55 (SCI,中科院二区，Impact Factor: 3.317）

[68]   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)

[69]   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)

[70]   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)

[71]   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)

[72]   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)

[73]   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)

[74]   H. Sun, X. Han and J. Zhu .   The GARCH Monte Carlo Option Pricing Model .  Computational Intelligence for Financial Engineers, 4:(4). ISSN: 2219-5181. iConcept Press