学术论文

Year 2021

  1. 1.Huidi Chen，Yun Xiong，Yangyong Zhu，Philip S. Yu. Highly Liquid Temporal Interaction Graph Embeddings. In Proceedings of the Web Conference 2021 (pp. 1639-1648)（CCF A类）

  2. 2.DING, Xianghua, et al. Data Engagement Reconsidered: A Study of Automatic Stress Tracking Technology in Use. In: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 2021. p. 1-13. （CCF A类）

  3. 3.Liu, M., Peng, X., Marcus, A., Xing, S., Treude, C., & Zhao, C. API-Related Developer Information Needs in Stack Overflow. IEEE Transactions on Software Engineering，2021.（CCF A类）

  4. 4.Chen, C., Peng, X., Xing, Z., Sun, J., Wang, X., Zhao, Y., & Zhao, W.. Holistic Combination of Structural and Textual Code Information for Context Based API Recommendation. IEEE Transactions on Software Engineering,2021.（CCF A类）

  5. 5.Jin, Y., Tan, Z., Zeng, W., & Ma, S. (2021, April). Approximate Order Dependency Discovery. In 2021 IEEE 37th International Conference on Data Engineering (ICDE) (pp. 25-36). IEEE.（CCF A类）

  6. 6.Liu, J., Wang, M., Wang, C., Liang, J., Chen, L., Jiang, H., ... & Chen, Y. (2021, May). Learning Term Embeddings for Lexical Taxonomies. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, No. 7, pp. 6410-6417).（CCF A类）

  7. 7.Jiang, Q., Li, J., SUN, W. S., & Zheng, B. (2021). Dynamic Lane Traffic Signal Control with Group Attention and Multi-Timescale Reinforcement Learning. IJCAI.（CCF A类）

  8. 8.Han, W., Xu, M., Zhang, J., Wang, C., Zhang, K., & Wang, X. S. (2020). Transpcfg: Transferring the Grammars from Short Passwords to Guess Long Passwords Effectively. IEEE Transactions on Information Forensics and Security, 16, 451-465.（CCF A类）

  9. 9.Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang. MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture. ACM Interactive Mobile Wearable & Ubiquitous Technologies, 2021, 5(2), Article 56. （CCF A类）

  10. 10.Xiang Zhou, Xin Peng, Tao Xie, Jun Sun, Chao Ji, Wenhai Li, Dan Ding. Fault Analysis and Debugging of Microservice Systems: Industrial Survey, Benchmark System, and Empirical Study. IEEE Trans. Software Eng. 47(2): 243-260 (2021)（CCF A类）

  11. 11.Mingwei Liu, Xin Peng, Andrian Marcus, Christoph Treude, Xuefang Bai, Gang Lyu, Jiazhan Xie, Xiaoxin Zhang. Learning-Based Extraction of First-Order Logic Representations of API Directives. ESEC/SIGSOFT FSE 2021: 491-502（CCF A类）

  12. 12.Xiaosu Wang, Yun Xiong, Hao Niu, Jingwen Yue, Yangyong Zhu, Philip S. Yu. BioHanBERT: A Hanzi-aware Pre-trained Language Model for Chinese Biomedical Text Mining. ICDM 2021.（CCF B类）

  13. 13.Xiaosu Wang, Yun Xiong, Hao Niu, Yao Zhang, Yangyong Zhu. C2BERT: Cross-contrast BERT for Chinese Biomedical Sentence Representation. BIBM 2021.（CCF B类）

  14. 14.Yu Duan, Yun Xiong, Yao Zhang, Yuwei Fu, Yangyong Zhu. HSGMP: Heterogeneous Scene Graph Message Passing for Cross-modal Retrieval. ICMR,2021: 82-91.（CCF B类）

  15. 15.Xiaosu Wang, Yun Xiong, Hao Niu, Jingwen Yue, Yangyong Zhu and Philip S. Yu.Improving Chinese Character Representation with Formation Graph Attention Network.CIKM. 2021.（CCF B类）

  16. 16.GAO, Qianfeng, et al. VizGRank: A Context-Aware Visualization Recommendation Method Based on Inherent Relations Between Visualizations. In: International Conference on Database Systems for Advanced Applications. Springer, Cham, 2021. p. 244-261. （CCF B类）

  17. 17.Li, B., Peng, X., Xiang, Q., Wang, H., Xie, T., Sun, J., & Liu, X. Enjoy Your Observability: An Industrial Survey of Microservice Tracing and Analysis. Empirical Software Engineering,2022,27(1), 1-28.（CCF B类）

  18. 18.Chen, C., Peng, X., Chen, B., Sun, J., Xing, Z., Wang, X., & Zhao, W. “More Than Deep Learning”: Post-Processing for API Sequence Recommendation. Empirical Software Engineering, 2022,27(1), 1-32.（CCF B类）

  19. 19.Yuhu Chang, Changyang He, Yingying Zhao, Tun Lu, Ning Gu. A High-Frame-Rate Eye-Tracking Framework for Mobile Devices. The 2021 IEEE International Conference on Acoustics, Speech and Signal Processing, 2021, 1445-1449. （CCF B类）

  20. 20.Zheng Xu, Chaofan Liu, Peng Zhang, Tun Lu, Ning Gu. URIM: Utility-Oriented Role-Centric Incentive Mechanism Design for Blockchain-Based Crowdsensing. The 2021 International Conference on Database Systems for Advanced Applications, 2021, 358-374. （CCF B类）

  21. 21.Zhenghao Zhang, Tun Lu, Dongsheng Li, Peng Zhang, Hansu Gu, Ning Gu. SANS: Setwise Attentional Neural Similarity Method for Few-Shot Recommendation. The 2021 International Conference on Database Systems for Advanced Applications, 2021, 69-84. （CCF B类）

  22. 22.Kaifeng Huang, Bihuan Chen, Linghao Pan, Shuai Wu, and Xin Peng. REPFINDER: Finding Replacements for Missing APIs in Library Update. ASE, 2021.（CCF B类）

  23. 23.Fengyi Zhang, Bihuan Chen, Rongfan Li, and Xin Peng. A Hybrid Code Representation Learning Approach for Predicting Method Names. Journal of Systems and Software, vol. 180, 2021.（CCF B类）

  24. 24.Wenjian Liu, Bihuan Chen, Xin Peng, Qinghao Sun, and Wenyun Zhao. Identifying Change Patterns of API Misuses from Code Changes. SCIENCE CHINA Information Sciences, vol. 64, no. 3, 2021.（CCF B类）

  25. 25.Xudong Zhu, Joseph M. Plasek, Chunlei Tang, Wasim Al-Assad, Zhikun Zhang, Yun Xiong, Liqin Wang, Sharmitha Yerneni, Carlos Ortega, Min-Jeoung Kang, Li Zhou, David W. Bates & Patricia C. Dykes. Embedding, aligning and reconstructing clinical notes to explore sepsis. BMC research notes,2021.（CCF C类）

  26. 26.LI, Minbo; XU, Juxiong; HAN, Le. Multi-dimensional Analysis of Industrial Big Data Based JSON Document. In: 2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom). IEEE, 2020. p. 1066-1073. （CCF C类）

  27. 27.向麒麟, 彭鑫，赤坂居纱美，李博文. 基于动态和静态分析的单体应用FaaS改造方法. 软件学报, 2021.（CCF A类）

  28. 28.李正洁, 沈立炜, 李弋, 彭鑫. 面向文本描述的 CPS 资源能力知识图谱构建方法.软件学报，2021, 1000(9825): 9825.（CCF A类）

  29. 29.邢双双, 刘名威, 彭鑫. 基于软件知识图谱的代码语义标签自动生成方法. 软件学报, 2021.（CCF A类）

  30. 30.刘弋，吴毅坚，彭鑫，闫亚东，基于图模型和孤立森林的上帝类检测方法，软件学报，2021.5.（CCF A类）

  31. 31.朱旭东,熊贇. 基于样本分布损失的图像多标签分类研究. 计算机科学,2021.（CCF B类）

  32. 32.叶雅珍, 刘国华, 朱扬勇. 数据产品流通的两阶段授权模式. 计算机科学,2021,48(01):119-124. （CCF B类）

  33. 33.余乐章, 夏天宇, 荆一楠, 何震瀛，王晓阳. 面向大数据分析的智能交互向导系统. 计算机科学, 2021, 48(9): 110-117.（CCF B类）

  34. 34.陶天一，王清钦，付聿炜，熊贇，俞枫，苑博. 基于知识图谱的金融新闻个性化推荐算法. 计算机工程, 2021, 47(6):7.（CCF C类）

  35. 35.郭梦洁，熊贇. 基于GAN异质网络表示学习的疾病关联预测算法.计算机工程,2021,47(06):299-304.（CCF C类）

  36. 36.金雨澄，王清钦，高剑，苗仲辰，林越峰，项雅丽，熊贇. 基于图深度学习的金融文本多标签分类算法. 计算机工程,2021.（CCF C类）

  37. 37.徐少峰，潘文韬，熊贇，朱扬勇.基于结构感知双编码器的代码注释自动生成. 计算机工程,2021.（CCF C类）

  38. 38.朱扬勇，熊贇. 跨境数据监管初探. 大数据, 2021, 7(1):10.（CCF C类）

  39. 39.朱旭东，熊贇.基于多层次注意力和图模型的图像多标签分类研究.计算机工程，2021.（CCF C类）


Year 2020

  1. 40.Yao Zhang, Yun Xiong, Yun Ye, Tengfei Liu, Weiqiang Wang, Yangyong Zhu, Philip S. Yu. TITLE: SEAL: Learning Heuristics for Community Detection with Generative Adversarial Networks AUTHORS. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020.（CCF A类）

  2. 41.Jia, X., Xiong, Y., Zhang, J., Zhang, Y., & Zhu, Y. (2020, December). Few-shot Radiology Report Generation for Rare Diseases. In 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp. 601-608). IEEE.（CCF B类）

  3. 42.Yi Xie, Yun Xiong, Yangyong Zhu. SAST-GNN:A Self-Attention based Spatio-Temporal Graph Neural Network for Traffic Prediction[C]. DASFAA, 2020.(CCF B类)

  4. 43.Yun Xiong, Shaofeng Xu, Keyao Rong, Xinyue Liu, Xiangnan Kong, Shanshan Li, Philip Yu, Yangyong Zhu. Code2Text: Dual Attention Syntax Annotation Networks for Structure-aware Code Translation. DASFAA, 2020.(CCF B类)

  5. 44.Huidi Chen, Yun Xiong, Changdong Wang, Yangyong Zhu, Wei Wang. SpEC: Sparse Embedding-based Community Detection in Attributed Graphs. DASFAA, 2020.(CCF B类)

  6. 45.Tao Lei, Yun Xiong, Peng Tian, Yangyong Zhu. MinSR: Multi-level Interests Network for Session-based Recommendation. DASFAA, 2020.(CCF B类)

  7. 46.Qingqin Wang，Yun Xiong，Yangyong Zhu，Philip S. Yu. KASR: Knowledge-Aware Sequential Recommendation. The Asia Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (APWeb-WAIM) 2020.

  8. 47.Yao Zhang, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu. Multi-task Attributed Graphical Lasso. The Asia Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (APWeb-WAIM), 2020.

  9. 48.Tianyi Tao, Yun Xiong, Guosen Wang, Yao Zhang, Peng Tian, Yangyong Zhu. IASR: an Item-level Attentive Social Recommendation Model for Personalized Ranking. APWeb-WAIM 2020: The 4th APWeb-WAIM International Joint Conference on Web and Big Data.

  10. 49.徐攸, 王晓萍, 熊贇. 基于角色的网络表征学习. 计算机工程，2020.（CCF C类）

  11. 50.陶天一，王清钦，付聿炜，熊贇，俞枫，苑博. 基于知识图谱的金融新闻个性化推荐算法. 计算机工程，2020.（CCF C类）

  12. 51.郭梦洁，熊贇. 基于 GAN 的异质网络表示学习的疾病关联预测. 计算机工程，2020.（CCF C类）

  13. 52.朱扬勇, & 熊贇. (2020). 数据的经济活动及其所需要的权利. 大数据, 6(6), 0.（CCF C类）

  14. 53.朱扬勇, & 熊贇. 数据跨境监管初探. 大数据, 7(1), 0.（CCF C类）

  15. 54.Tao, T., Xiong, Y., Wang, G., Zhang, Y., Tian, P., & Zhu, Y. (2020, August). IASR: An Item-Level Attentive Social Recommendation Model for Personalized Ranking. In Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (pp. 394-408). Springer, Cham.


Year 2019

  1. 55.Yun Xiong, Yizhou Zhang, Xiangnan Kong, Huidi Chen,Yangyong Zhu. GraphInception: Convolutional Neural Networks for Collective Classification in Heterogeneous Information Networks[J]. TKDE. 2019. (CCF A类)

  2. 56.Yao Zhang, Yun Xiong, Xiangnan Kong, Zhuang Niu, Yangyong Zhu. IGE+: A Framework for Learning Node Embeddings in Interaction Graphs[J]. TKDE. 2019. (CCF A类)

  3. 57.Yun Xiong, Yao Zhang, Weiwang, Philip S. Yu, Yangyong Zhu. DynGraphGAN: Dynamic Graph Embedding via Generative Adversarial Networks[C]. DASFAA. 2019,11446: 536-552.(CCF B类)

  4. 58.Xiancheng Xie, Yun Xiong, Philip S. Yu, Kangan Li, Suhua Zhang, Yangyong Zhu. Attention-based Abnormal-Aware Fusion Network for Radiology Report Generation[C]. DASFAA. 2019, 11448:448-452. (CCF B类)

  5. 59.Shaofeng Xu, Yun Xiong, Xiangnan Kong, Yangyong Zhu. Net2Text: An Edge Labelling Language Model for Personalized Review Generation[C]. DASFAA. 2019, 11446:484-500. (CCF B类)

  6. 60.Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yangyong Zhu. Collective Link Prediction Oriented Network Embedding with Hierarchical Graph Attention[C]. CIKM. 2019: 419-428. (CCF B类)

  7. 61.Xiancheng Xie,Yun Xiong,Philip S Yu,Yangyong Zhu. EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation[C]. CIKM. 2019: 649-658. (CCF B类)

  8. 62.Yao Zhang, Yun Xiong, Lu Ruan, Xiangnan Kong, Yangyong Zhu. NetMerger: Predicting Cross-network Links in Merged Heterogeneous Networks[C]. WI 2019. 2019: 21-28. (CCF C类)

  9. 63.Qingqin Wang,Yun Xiong,Yangyong Zhu. GAN-based Deep Matrix Factorization for Recommendation Systems[C]. ICDS. 2019, 7: 37650-37663. (CCF C类)

  10. 64.Yuwei Fu, Yun Xiong, Philip S. Yu, Tianyi Tao, Yangyong Zhu. Metapath Enhanced Graph Attention Encoder for HINs Representation Learning[C]. IEEE BigDate. 2019. (CCF C类)

  11. 65.叶雅珍，刘国华，朱扬勇. 数据资产相关概念综述[J]. 计算机科学. 2019, 46(11): 20-24. (国内核心)

  12. 66.万美含，熊贇，朱扬勇. 基于异质网络层次注意力机制的基因功能预测[J]. 计算机工程. 2019: 1-8. (国内核心)

  13. 67.徐少峰，潘文韬，熊贇，朱扬勇. 基于结构感知双编码器的代码注释自动生成[J]. 计算机工程. 2019: 1-7. (国内核心)

  14. 68.符汉杰，熊贇，朱扬勇. TLP：一个动态网络中时序链路预测算法[J]. 计算机工程. 2019: 1-8. (国内核心)

  15. 69.阮璐, 熊贇. 基于网络表示学习的miRNA功能相似性研究[J]. 计算机工程. 2019, 45(02):154-159. (国内核心)


Year 2018

  1. 70.Yun Xiong, Yizhou Zhang, Xiangnan Kong, Yangyong Zhu. NetCycle+: A Framework for Collective Evolution Inference in Dynamic Heterogeneous Networks[J]. IEEE Transactions on Knowledge and Data Engineering, 2018, 30(8), 1547-1560.（CCF A类）

  2. 71.Zhang Y, Xiong Y, Kong X, et al. Deep Collective Classification in Heterogeneous Information Networks [C]. WWW, 2018: 399-408.（CCF A类）

  3. 72.朱扬勇，熊贇，廖志成，等.数据自治开放模式[J].大数据，2018，4(2)，3-14. (国内核心)

  4. 73.沈逸，姚旭，朱扬勇.数据自治开放与治理模式创新[J].大数据,2018，4(2)，14-20. (国内核心)

  5. 74.熊贇，朱扬勇.面向数据自治开放的数据盒模型[J].大数据,2018，4(2)，21-30. (国内核心)

  6. 75.吴毅坚，陈士壮，葛佳丽，等.数据自治开放的软件开发和运行环境[J].大数据，2018，4(2)，31-41. (国内核心)

  7. 76.王智慧，周旭晨，朱云.数据自治开放模式下的隐私保护[J].大数据，2018，4(2)，42-49. (国内核心)

  8. 77.黄霖，黎源，汪星辰，等.数据自治开放的加密技术挑战[J].大数据，2018，4(2)，50-62. (国内核心)

  9. 78.陈德华，潘乔，王梅，等.数据自治开放应用平台设计与实践[J].大数据，2018，4(2)，63-71. (国内核心)


Year 2017

  1. 79.Jiang Q, Peng X, Wang H, et al. Understanding systematic and collaborative code changes by mining evolutionary trajectory patterns[J]. Journal of Software: Evolution & Process, 2017, 29(3): 1840-1861.（CCF B类）

  2. 80.Lin Y, Meng G, Xue Y, et al. Mining implicit design templates for actionable code reuse[C]. ASE, 2017:394-404.（CCF A类）

  3. 81.Qian W, Peng X, Yu Y, et al.O2O service composition with social collaboration [C]. ASE, 2017: 451-461.（CCF A类）

  4. 82.Sun G, Xiong Y, Zhu Y. How the passengers flow in complex metro networks ? [C]. International Conference on Scientific and Statistical Database Management (SSDBM). 2017:23.（CCF C类）

  5. 83.Wang J, Peng X, Xing Z, et al. Contextual Recommendation of Relevant Program Elements in an Interactive Feature Location Process[C]. SCAM, 2017: 61-70.（CCF C类）

  6. 84.Wang X, Zhang W, Wang Z, et al. Eunomia: Scaling concurrent search trees under contention using HTM[C]. ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP), 2017:385-399.（CCF A类）

  7. 85.Wei H, Yang C, Yu Q. Efficient graph-based search for object detection[J]. Information Sciences, 2017, 385-386:395-414.（CCF B类）

  8. 86.Yu Q, Wei H, Yang C. Local part chamfer matching for shape-based object detection[J]. Pattern Recognition, 2017, 65:82-96.（CCF B类）

  9. 87.Zhang W, Ji X, Song B, et al. VarCatcher: A framework for tackling performance variability of parallel workloads on multi-core[J]. IEEE Transactions on Parallel & Distributed Systems, 2017, 28(4):1215-1228.（CCF A类）

  10. 88.Zhang Y, Xiong Y, Liu X, et al. Meta-path graphical lasso for learning heterogeneous connectivities[C]. SIAM International Conference on Data Mining (SDM), 2017: .642-650.（CCF B类）

  11. 89.Zhang Y, Xiong Y, Kong X, et al. Learning Node Embeddings in Interaction Graphs[C]// ACM on Conference on Information and Knowledge Management. ACM, 2017:397-406.（CCF B类）

  12. 90.Zheng J, Peng X, Yang J, et al. CollaDroid: Automatic augmentation of android application with lightweight interactive collaboration[C]. ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW), 2017:2462-2474.（CCF A类）

  13. 91.朱扬勇，熊贇.大数据的若干基础研究方向[J].大数据，2017，3(2):104-114. (国内核心)


Year 2016

  1. 92.Chen B, Peng X, Liu Y, et al. Architecture-based behavioral adaptation with generated alternatives and relaxed constraints[J]. IEEE Transactions on Services Computing, 2016, PP(99):1-1.（CCF B类）

  2. 93.Chen J, Zhang Q, Huang X. Incorporate group information to enhance network embedding[C]. ACM International on Conference on Information and Knowledge Management (CIKM), 2016:1901-1904.（CCF B类）

  3. 94.Chen J, Zhang Q, Liu P, et al. Discourse relations detection via a mixed Generative-Discriminative framework[C]. AAAI Conference on Artificial Intelligence (AAAI), 2016:2921-2927.（CCF A类）

  4. 95.Chen J, Zhang Q, Liu P, et al. Implicit discourse relation detection via a deep architecture with gated relevance network[C]. Annual Meeting of the Association for Computational Linguistics (ACL), 2016:1726-1735.（CCF A类）

  5. 96.Chi M, Plaza A, Benediktsson J, et al. Big data for remote sensing: challenges and opportunities[J]. Proceedings of the IEEE, 2016, 104(11):2207-2219.（CCF A类）

  6. 97.Cui W, Xiao Y, Wang W. KBQA: an online template based question answering system over freebase[C]. International Joint Conference on Artificial Intelligence (IJCAI), 2016:4240-4241.（CCF A类）

  7. 98.Cui W, Zhou X, Lin H, et al. Verb pattern: a probabilistic semantic representation on verbs[C]. AAAI Conference on Artificial Intelligence (AAAI), 2016:2587-2593.（CCF A类）

  8. 99.Fang Z, Han W, Li D, et al. revDroid: Code analysis of the side effects after dynamic permission revocation of android Apps[C]. ACM on Asia Conference on Computer and Communications Security (ASIA CCS), 2016:747-758.（CCF A类）

  9. 100.Gong Y, Zhang Q. Hashtag recommendation using attention-based convolutional neural network[C]. International Joint Conference on Artificial Intelligence (IJCAI), 2016:2782-2788.（CCF A类）

  10. 101.Han W, Li Z, Yuan L, et al. Regional patterns and vulnerability analysis of Chinese web passwords[J]. IEEE Transactions on Information Forensics & Security, 2016, 11(2):258-272.（CCF A类）

  11. 102.He C, Tan Z, Chen Q, et al. Repair diversification: A new approach for data repairing[J]. Information Sciences, 2016, s 346–347:90-105.（CCF B类）

  12. 103.He X, Wang X, Li D, et al. Semi-homogenous generalization: Improving homogenous generalization for privacy preservation in cloud computing [J]. 2016, Journal of computer science and technology (JCST). 2016, 31(6): 1124–1135.（CCF B类）

  13. 104.Lei J, Bai R, Guo L, et al. Towards a scalable framework for artifact-centric business process management systems[C]. International Conference on Web Information Systems Engineering (WISE), 2016:309-323.（CCF C类）

  14. 105.Liao M, Liu X, Gao X, et al. iSim: An efficient integrated similarity based collaborative filtering approach for trust prediction in Service-Oriented social networks[C]. International Conference on Service-Oriented Computing (ICSOC). 2016:501-516.（CCF B类）

  15. 106.Lin Y, Peng X, Cai Y, et al. Interactive and guided architectural refactoring with search-based recommendation[C]. ACM SIGSOFT International Symposium on Foundations of Software Engineering (STOC), 2016: 535-546.（CCF A类）

  16. 107.Ma J, Sun L, Wang H, et al. Supervised anomaly detection in uncertain pseudoperiodic data streams[C]. ACM Transaction on Internet Technology (TOIT), 2016: 1-20.（CCF B类）

  17. 108.Ni M, Zhang Y, Han W, et al. An empirical study on user access control in online social networks[C]. ACM on Symposium on Access Control MODELS and Technologies (SACMAT), 2016:13-23.（CCF C类）

  18. 109.Lu Y, Li Y, Song B, et al. Parallelizing image feature extraction algorithms on multi-core platforms[J]. Journal of Parallel and Distributed Computing, 2016, 92(C): 1-14.（CCF B类）

  19. 110.Lu Y, Wang X, Zhang W, et al. Performance analysis of multimedia retrieval workloads running on multicores[J]. IEEE Transactions on Parallel & Distributed Systems, 2016, 27(11):3323-3337.（CCF A类）

  20. 111.Peng X, Gu J, Tan T H, et al. Crowd Service: serving the individuals through mobile crowdsourcing and service composition[C]. IEEE/ACM International Conference on Automated Software Engineering (ASE), 2016:214-219.（CCF A类）

  21. 112.Qian W, Peng X, Wang H, et al. MobiGoal: flexible achievement of personal goals for mobile users[J]. IEEE Transactions on Services Computing, 2016, PP(99):1-1.（CCF B类）

  22. 113.Sun X, Wang H, Xiao Y, et al. Syntactic Parsing of Web Queries[C]. Conference on Empirical Methods in Natural Language Processing (EMNLP). 2016:1787-1796.（CCF B类）

  23. 114.Tang Y, Ma P, Kong B, et al. ESAP: A novel approach for Cross-Platform event dissemination trend analysis between social network and search engine[C]. International Conference on Web Information Systems Engineering (WISE), 2016:489-504.（CCF C类）

  24. 115.Wang T, Zhao Y. Secure Dynamic SSE via access indistinguishable storage[C]. ACM on Asia Conference on Computer and Communications Security (AsiaCCS), 2016:535-546.（CCF A类）

  25. 116.Wang X, Ji X, Lu Y, et al. Understanding the architectural characteristics of EDA algorithms[C]. International Conference on Parallel Processing (ICPP), 2016:139-148.（CCF B类）

  26. 117.Wei H, Dai Z, Zuo Q. A ganglion-cell-based primary image representation method and its contribution to object recognition[J]. Connection Science, 2016, 28:311-331.（CCF C类）

  27. 118.Wei H, Yu Q, Yang C. Shape-based object recognition via evidence accumulation inference[J]. Pattern Recognition Letters, 2016, 77:42-49.（CCF C类）

  28. 119.Wu H, Mao J, Sun W, et al. Probabilistic robust route recovery with spatio-temporal dynamics[C]. ACM Knowledge Discovery and Data Mining (SIGKDD), 2016:1915-1924.（CCF A类）

  29. 120.Wu H, Sun W, Zheng B. Is only one gps position sufficient to locate you to the road network accurately?[C]. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 2016:740-751.（CCF A类）

  30. 121.Xu B, Zhang Y, Liang J, et al. Cross-Lingual type inference[C]. International Conference on Database Systems for Advanced Applications (DASFAA), 2016:447-462.（CCF B类）

  31. 122.Yan Y, Tan Z, Gao X, et al. STH-Bass: A spatial-temporal heterogeneous bass model to predict single-tweet popularity[C]. Database Systems for Advanced Applications (DASFAA), 2016:18-22.（CCF B类）

  32. 123.Yao C, Yung M, Zhao Y. Concurrent knowledge extraction in Public-Key models[J]. Journal of Cryptology, 2016, 29(1):156-219.（CCF A类）

  33. 124.Zhang Q, Gong Y, Wu J, et al. Retweet prediction with attention-based deep neural network[C]. ACM International on Conference on Information and Knowledge Management (CIKM), 2016:75-84.（CCF B类）

  34. 125.Zhang Q, Qian J, Guo Y, et al. Generating abbreviations for Chinese named entities using recurrent neural network with dynamic dictionary[C]. Conference on Empirical Methods in Natural Language Processing (EMNLP). 2016:721-730.（CCF B类）

  35. 126.Zhang Q, Wang Y, Gong Y, et al. Keyphrase extraction using deep recurrent neural networks on twitter[C]. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2016:836-845.（CCF B类）

  36. 127.Zhang W, Wang H, Lu Y, et al. A loosely-coupled full-system multicore simulation framework[J]. IEEE Transactions on Parallel & Distributed Systems, 2016, 27(6):1566-1578.（CCF A类）

  37. 128.Zhang W, Yu S, Wang H, et al. Hardware support for concurrent detection of multiple concurrency bugs on fused CPU-GPU architectures[J]. IEEE Transactions on Computers, 2016, 65(10):3083-3095.（CCF A类）

  38. 129.Zhang Y, Cao J, Gao X, et al. FR-Index: A Multi-dimensional indexing framework for Switch-Centric data centers[C]. Database and Expert Systems Applications (DEXA). 2016:326-334.（CCF C类）

  39. 130.Zhang Y, Xiong Y, Kong X, et al. NetCycle: Collective evolution inference in heterogeneous information networks[C]. ACM Knowledge Discovery and Data Mining (SIGKDD), 2016:1365-1374.（CCF A类）

  40. 131.Zhao W, Liu H, Dai W, et al. An entropy-based clustering ensemble method to support resource allocation in business process management[J]. Knowledge & Information Systems, 2016, 48(2):305-330.（CCF B类）

  41. 132.Zhao W, Wu R, Liu H. Paper recommendation based on the knowledge gap between a researcher's background knowledge and research target[J]. Information Processing & Management, 2016, 52(5):976-988.（CCF B类）

  42. 133.Zhao Y. Identity-Concealed authenticated encryption and key exchange[C]. ACM Sigsac Conference on Computer and Communications Security (CCS), 2016:1464-1479.（CCF A类）

Year 2015

  1. 134.Chen H, Li Y, Shen J, et al. Online service search based on multi-dimensional semantic service model[C]. International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2015: 171-175.（CCF C类）

  2. 135.Chen Q, Tan Z, He C, et al. Repairing functional dependency violations in distributed data[C]. Database Systems for Advanced Applications (DASFAA), 2015:441-457.（CCF B类）

  3. 136.Gong Y, Zhang Q, Huang X. Hashtag recommendation using dirichlet process mixture models incorporating types of hashtags[C]. Conference on Empirical Methods in Natural Language Processing (EMNLP). 2015:401-410. （CCF B类）

  4. 137.Gong Y, Zhang Q, Sun X, et al. Who Will You @? [J]. ACM International on Conference on Information and Knowledge Management (CIKM), 2015:533-542.（CCF B类）

  5. 138.Guo Z, Han W, Liu L, et al. SPA: Inviting your friends to help set android apps[C]. ACM Symposium on Access Control MODELS and Technologies (SACMAT), 2015:221-231.（CCF C类）

  6. 139.Han W, Zhang Y, Guo Z, et al. Fine-grained business data confidentiality control in cross-organizational tracking[C]. ACM Symposium on Access Control MODELS and Technologies (SACMAT), 2015:135-145.（CCF C类）

  7. 140.Jiang Q, Peng X, Wang H, et al. Summarizing evolutionary trajectory by grouping and aggregating relevant code changes[C]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2015:361-370.（CCF B类）

  8. 141.Jiang S, Shen L, Peng X, et al. Understanding developers' natural language queries with interactive clarification[C]. IEEE, International Conference on Software Analysis, Evolution and Reengineering (SANER), 2015:13-22.（CCF B类）

  9. 142.Li H, Zhao X, Xing Z, et al. amAssist: In-IDE ambient search of online programming resources[C]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2015:390-398.（CCF B类）

  10. 143.Li Y, Yang W, Dan W, et al. Keyword-Aware dominant route search for various user preferences[C]. Database Systems for Advanced Applications (DASFAA), 2015: 207-222.（CCF B类）

  11. 144.Lin Y, Peng X, Xing Z, et al. Clone-based and interactive recommendation for modifying pasted code[C]. Joint Meeting on Foundations of Software Engineering (FSE), 2015:520-531.（CCF A类）

  12. 145.Liu P, Qiu X, Huang X. Learning context-sensitive word embeddings with neural tensor skip-gram model[C]. International Conference on Artificial Intelligence (IJCAI), 2015:1284-1290.（CCF A类）

  13. 146.Liu P, Sun W, Zhang J, et al. An automaton-based index scheme supporting twig queries for on-demand XML data broadcast[J]. Journal of Parallel & Distributed Computing, 2015, 86(C):82-97.（CCF B类）

  14. 147.Lu Y, Wang X, Zhang W, et al. Characterizing multi-media retrieval applications[C]. International Conference on Parallel Processing (ICPP), 2015:270-279.（CCF B类）

  15. 148.Nan Y, Yang M, Yang Z, et al. UIPicker: User-Input privacy identification in mobile applications[C]. USENIX Security Symposium (USENIX Security), 2015:993-1008.（CCF A类）

  16. 149.Qian W, Peng X, Chen B, et al. Rationalism with a dose of empiricism: combining goal reasoning and case-based reasoning for self-adaptive software systems[J]. Requirements Engineering, 2015, 20(3):233-252.（CCF B类）

  17. 150.Qiu X, Huang X. Convolutional neural tensor network architecture for community-based question answering[C]. International Conference on Artificial Intelligence (IJCAI), 2015:1305-1311.（CCF A类）

  18. 151.Shan Z, Wu H, Sun W, et al. COBWEB: a robust map update system using GPS trajectories[C]. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 2015:927-937.（CCF A类）

  19. 152.Sun J, Xiong Y, Zhu Y, et al. Multi-source information fusion for personalized restaurant recommendation[C]. International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2015:983-986.（CCF A类）

  20. 153.Sun W, Chen C, Zheng B, et al. Fast optimal aggregate point search for a merged set on road networks[J]. Information Sciences, 2015, 310(C):52-68.（CCF B类）

  21. 154.Sun W, Chen C, Zhu L. On efficient aggregate nearest neighbor query processing in road networks[J]. Journal of Computer Science and Technology, 2015, 30(4):2243-2248.（CCF B类）

  22. 155.Sun X, Xiao Y, Wang H, et al. On conceptual labeling of a bag of words[C]. International Conference on Artificial Intelligence (IJCAI), 2015:1326-1332.（CCF A类）

  23. 156.Wei H. A bio-inspired method for object representation[C]. International Joint Conference on Neural Networks (IJCNN), 2015:1-8.（CCF C类）

  24. 157.Wei H, Cheng W. A shape recognition method based on syntax-automaton[C]. IEEE, International Conference on TOOLS with Artificial Intelligence (ICTAI), 2015:784-790.（CCF C类）

  25. 158.Wei H, Tang X, Liu H. A genetic algorithm(GA)-based method for the combinatorial optimization in contour formation[J]. Appllied Intelligence, 2015, 43:112-131.（CCF C类）

  26. 159.Wei H, Zuo Q. A biologically inspired neurocomputing circuit for image representation[J]. Neurocomputing, 2015, 164:96-111.（CCF C类）

  27. 160.Weng D, Wang Y, Gong M, et al. DERF: Distinctive efficient robust features from the biological modeling of the P ganglion cells[J]. IEEE Transactions on image processing, 2015, 24(8):2287-2302.（CCF A类）

  28. 161.Weng J, Zhao Y, Deng R H, et al. A note on the security of KHL scheme[J]. Theoretical Computer Science, 2015, 602:1-6.（CCF B类）

  29. 162.Xie Z, Jiang L, Ye T, et al. A synthetic minority oversampling method based on local densities in Low-Dimensional space for imbalanced learning[C]. Database Systems for Advanced Applications (DASFAA), 2015:3-18.（CCF B类）

  30. 163.Wu Q, Yang W, Chen Z, et al. Research of semantic understanding on target region of interest for fuzzy image[J]. Engineering Applications of Artificial Intelligence, 2015, 37:135-114.（CCF C类）

  31. 164.Wu H, Tu C, Sun W, et al. GLUE: a Parameter-Tuning-Free map updating system[C]. ACM International on Conference on Information and Knowledge Management (CIKM), 2015:683-692.（CCF B类）

  32. 165.Xie Z, Jiang L, Ye T, et al. MPTM: A topic model for multi-part documents[C]. Database Systems for Advanced Applications (DASFAA), 2015:154-168.（CCF B类）

  33. 166.Xiong Y, Zhu Y, Yu P. Top-k similarity join in heterogeneous information networks[J]. IEEE Transactions on Knowledge & Data Engineering, 2015, 27(6):1710-1723.（CCF A类）

  34. 167.Yang D, He J, Qin H, et al. A graph-based recommendation across heterogeneous Domains[J]. ACM International on Conference on Information and Knowledge Management (CIKM), 2015:463-472.（CCF B类）

  35. 168.Yang D, Xiao Y, Song Y, et al. Semantic-based recommendation across heterogeneous domains[C]. IEEE International Conference on Data Mining (ICDM), 2015:1075-1080.（CCF B类）

  36. 169.Yang D, Xiao Y, Tong H, et al. An integrated tag recommendation algorithm towards weibo user profiling[C]. Database Systems for Advanced Applications (DASFAA), 2015:353-373.（CCF B类）

  37. 170.Yao W, He J, Wang H, et al. Collaborative topic ranking: leveraging item meta-data for sparsity reduction[C]. AAAI Conference on Artificial Intelligence (AAAI), 2015:374-380.（CCF A类）

  38. 171.Ye L, Qian K, Zhang L. S-PDH: A CPS service contract framework for composition[C]. International Conference on Service-Oriented Computing (ICSOC), 2015:79-90.（CCF B类）

  39. 172.Zhang W, Li J, Li Y, et al. Multilevel phase analysis[J]. ACM Transactions on Embedded Computing Systems, 2015, 14(2):1-29.（CCF B类）

  40. 173.Zhou J, Zhu S, Huang X, et al. Enhancing time series clustering by incorporating multiple distance measures with semi-supervised learning[J]. Journal of Computer Science and Technology, 2015, 30(4):859-873.（CCF B类）

  41. 174.佘玉轩，熊赟.Medas:一个基于Medline的生物医学文献分析系统[J].计算机研究与发展，2015，(1):102-106.（国内核心）

  42. 175.熊赟，朱扬勇.特异群组挖掘:框架与应用[J].大数据，2015，(2):66-77.

  43. 176.杨丽琴，康国胜，郭立鹏，等.一种适用于多样性环境的业务流程挖掘方法[J].软件学报，2015，26(3):550-561.（国内核心）

  44. 177.朱扬勇，熊赟.大数据是数据、技术，还是应用[J].大数据，2015，1(1):71-81.

  45. 178.张一舟，曾剑平，孙婧，等.OMisy:一个面向股吧数据的观点挖掘系统[J].计算机研究与发展，2015，(1):123-128.（国内核心）


Year 2014

  1. 179.Chen B, Peng X, Yu Y, et al. Requirements-Driven Self-Optimization of Composite Services using Feedback Control[J]. IEEE Transactions on Services Computing, 2014, 2298866:1-14.（CCF B类）

  2. 180.Chan W, Du J, Yang W, et al. Term selection and result reranking for question retrieval by exploiting hierarchical classification[C]. ACM International Conference on Conference on Information and Knowledge Management (CIKM), 2014:141-150.（CCF B类）

  3. 181.Chen B, Peng X, Yu Y, et al. Self-adaptation through incremental generative model transformations at runtime[C]. International Conference on Software Engineering (ICSE), 2014:676-687.（CCF A类）

  4. 182.Chen B, Peng X, Yu Y, et al. Uncertainty handling in goal-driven self-optimization - Limiting the negative effect on adaptation[J]. Journal of Systems & Software, 2014, 90(1):114-127.（CCF B类）

  5. 183.Cui W, Xiao Y, Wang H, et al. Local search of communities in large graphs[C]. ACM Conference on Management of Data (SIGMOD), 2014: 991-1002.（CCF A类）

  6. 184.Dai Z, Wang H, Zhang W, et al. Hydra: efficient detection of multiple concurrency bugs on fused CPU-GPU architecture[C]. International Conference on Parallel Processing (ICPP), 2014:331-340.（CCF B类）

  7. 185.Du J, Chan W, Zhou X. A product aspects identification method by using translation-based language model[C]. International Conference on Pattern Recognition (ICPR), 2014:2790-2795.（CCF C类）

  8. 186.Fang Z, Han W, Li Y. Permission based Android security: Issues and countermeasures[J]. Computers & Security, 2014, 43(6):205-218.（CCF B类）

  9. 187.Han W, Fang Z, Chen W, et al. Collaborative Policy Administration[J]. IEEE Transactions on Parallel and Distributed Systems, 2014, 25(2): 498-507.（CCF A类）

  10. 188.He C, Tan Z, Chen Q, et al. Repair diversification for functional dependency violations[C]. Database Systems for Advanced Applications (DASFAA), 2014:468-482.（CCF B类）

  11. 189.Hu H, Zhang M, He Z, et al. Topical presentation of search results on database[C]. Database Systems for Advanced Applications (DASFAA), 2014:343-360.（CCF B类）

  12. 190.Li C, Sun J, Xiong Y, et al. An efficient Drug-Target interaction mining algorithm in heterogeneous biological networks[C]. Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2014:65-76.（CCF C类）

  13. 191.Li Q, Wang P, Wang W, et al. An efficient K-means clustering algorithm on mapReduce[C]. Database Systems for Advanced Applications (DASFAA), 2014:357-371.（CCF B类）

  14. 192.Li Z, Han W, Xu W. A large-scale empirical analysis of Chinese web passwords[C]. Usenix Security Symposium (USENIX Security), 2014:559-574.（CCF A类）

  15. 193.Lin Y, Xing Z, Peng X, et al. Clonepedia: summarizing code clones by common syntactic context for software maintenance[C]. IEEE International Conference on Software Maintenance and Evolution (ICSME), 2014:341-350.（CCF B类）

  16. 194.Lin Y, Xing Z, Xue Y, et al. Detecting differences across multiple instances of code clones[C]. International Conference on Software Engineering (ICSE), 2014:164-174.（CCF A类）

  17. 195.Peng X, Xie Y, Yu Y, et al. Evolving commitments for self-adaptive socio-technical systems[C]. IEEE International Conference on Engineering of Complex Computer Systems (ICECCS), 2014:98-107.（CCF C类）

  18. 196.Qian W, Peng X, Chen B, et al. Rationalism with a dose of empiricism: Case-based reasoning for requirements-driven self-adaptation[C]. IEEE International Requirements Engineering Conference (RE), 2014:113-122.（CCF B类）

  19. 197.Sun W, Qin Y, Wu J, et al. Air Indexing for On-Demand XML Data Broadcast[J]. IEEE Transactions on Parallel and Distributed Systems, 2014, 25(6):1371-1381.（CCF A类）

  20. 198.Sun Y, Ding X, Lindtner S, et al. Being senior and ICT:a study of seniors using ICT in China[C]. Sigchi Conference on Human Factors in Computing Systems (CHI), 2014:3933-3942.（CCF A类）

  21. 199.Wang L, Xiao Y, Shao B, et al. How to partition a billion-node graph[C]. IEEE International Conference on Data Engineering (ICDE), 2014:568-579.（CCF A类）

  22. 200.Wei H, Dong Z. Local image descriptor inspired by visual cortex[J]. European Conference on Artificial Intelligence (ECAI), 2014, 263:1125-1126.（CCF B类）

  23. 201.Wei H, Dong Z. V4 neural network model for visual saliency and discriminative local representation of shapes[C]. International Joint Conference on Neural Networks (IJCNN), 2014:3420-3427.（CCF C类）

  24. 202.Wei H, Lang B, Zuo Q S. An image representation of infrastructure based on non-classical receptive field[J]. Soft Computing, 2014, 18(1):109-123.（CCF C类）

  25. 203.Wei H, Tang X. A genetic-algorithm-based explicit description of object contour and its ability to facilitate recognition[J]. IEEE Transactions on Cybernetics, 2014, 45(11):2558-2571.（CCF B类）

  26. 204.Wei H, Zuo Q. A bio-inspired early-level image representation and its contribution to object recognition[C]. International Conference on Pattern Recognition (ICPR), 2014:4263-4268.（CCF C类）

  27. 205.Xiao J, Wei H. Scale-invariant contour segment context in object detection[J]. Image and Vision Computing, 2014, 32:1055-1066.（CCF C类）

  28. 206.Yang D, Xiao Y, Song Y, et al. Tag propagation based recommendation across diverse social media[C]. International Conference on World Wide Web (WWW), 2014:407-408.（CCF A类）

  29. 207.Zhang K, Xiao Y, Tong H, et al. WiiCluster: a platform for wikipedia infobox generation[C]. ACM International Conference on Conference on Information and Knowledge Management (CIKM), 2014:2033-2035.（CCF B类）

  30. 208.Zhang Y, Yang M, Yang Z, et al. Permission use analysis for vettingundesirable behaviors in Android Apps[J]. IEEE Transactions on Information Forensics & Security, 2014, 9(11):1828-1842.（CCF A类）

  31. 209.董瑞志，彭鑫，赵文耘.一种基于问题框架的软件密集型系统增量需求问题求解方法[J].计算机学报，2014，37(03):551-567.（国内核心）

  32. 210.林日昶，陈碧欢，彭鑫，等.支持风险偏好的Web服务动态组合方法[J].中国科学:信息科学，2014，44（1）:130-141.（国内核心）


Year 2010

  1. 211.汤春蕾，董家麒，戴东波，等.一种序列模式的相似性查询算法[J].计算机研究与发展，2011，(z2):510-517.（国内核心）

  2. 212.戴东波，熊赟，朱扬勇.基于参考集索引的高效序列相似性查找算法[J].软件学报，2010，（4）:718-731.（国内核心）

  3. 213.朱扬勇，戴东波，熊赟.序列数据相似性查询技术研究综述[J].计算机研究与发展，2010，（2）:264-276.（国内核心）

  4. 214.戴东波，汤春蕾，邱伯仁，等.一种优化多重过滤的序列查询算法[J].计算机研究与发展，2010，（10）:1785-1796.（国内核心）

  5. 215.戴东波，汤春蕾，熊赟.基于整体和局部相似性的序列聚类算法[J].软件学报，2010，（4）:702-717.（国内核心）

Year 2009

  1. 216.孙圣力，李金玖，朱扬勇.高效处理分布式数据流上skyline持续查询算法[J].软件学报，2009，（7）:1839-1853. DOI:10.3724/SP.J.1001.2009.03340.（国内核心）

友情链接
《大数据》期刊 华东师范大学数据科学与工程研究院 中国科学院虚拟经济与数据科学研究中心 上海世纪出版股份有限公司科学技术出版社
CCF大数据专家委员会 中关村大数据产业与创新联盟 农业大学数据产业技术创新战略联盟 上海市科学技术委员会
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