Selected Papers

Hao Wang, Yan Yang*, Bing Liu, GMC: Graph-based Multi-view Clustering, IEEE Transactions on Knowledge and Data Engineering, 2020, 32(6): 1116-1129, (SCI, EI, CCF A类期刊, 入选2021年度中国百篇最具影响国际学术论文，ESI热点论文和高被引论文)

 

2021-2023

78. Jie Wang, Yan Yang*, Keyu Liu, Zhiping Zhu, Xiaorong Liu, M3S: Scene graph driven Multi-granularity Multi-task learning for Multi-modal NER, IEEE Transactions on Audio, Speech and Language Processing, 2023, 31: 111-120 (SCI, EI, CCF B类期刊)

77. Dongxue Xia, Yan Yang*, Shuhong Yang, Tianrui Li, Incomplete multi-view clustering via kernelized graph learning, Information Science, 2023, 625: 1-19 (SCI, EI, CCF B类期刊)

76. Zhuyang Xie, Yan Yang*, Yiling Zhang, Deep Learning on Multi-view Sequential Data: A Survey, Artificial Intelligence Review, 2023, DOI: 10.1007/s10462-022-10332-z (SCI, EI)

75. Xiaocao Ouyang, Yan Yang*, Yiling Zhang, Wei Zhou, Dongyu Guo, Dual-Channel Spatial Temporal Graph Neural Network for PM2.5 Forecasting, Neural Computing and Applications, 2023, DOI : 10.1007/s00521-022-08036-0 (SCI, EI)

74. Dongxue Xia, Yan Yang*, Shuhong Yang, Incomplete Multi-View Clustering via Auto-Weighted Fusion In Partition Space，Tsinghua Science and Technology, 2023, 28(3): 595–611 (SCI, EI)

73. Yong Bie, Yan Yang*, Yiling Zhang, Fusing Syntactic Structure Information and Lexical Semantic Information for End-to-end Aspect-based Sentiment Analysis, Tsinghua Science and Technology, 2023, 28(2): 230 -243 (SCI, EI)

72. Xiaohui Lin, Yongquan Jiang, Yan Yang, Molecular distance matrix prediction based on graph convolutional networks, Journal of Molecular Structure, 2022, 1257: 132540 (SCI, EI)

71. Hui Bai, Yan Yang*, Jie Wang, Exploiting More Associations between Slots for Multi-domain Dialogue State Tracking, Big data mining and analytics, 2022, 5(1): 41-52 (SCI, EI)

70. 张熠玲，杨燕*，周威，欧阳小草，胡节，CMvSC: 知识迁移下的深度一致性多视图谱聚类网络，软件学报，2022, 33(4): 1373-1389 (EI)

69. Jie Wang, Yan Yang*, Keyu Liu, Peng Xie, Xiaorong Liu, Object-aware Fake News Detection in Social Media with Multi-modal Graph Fusion, PAKDD, 2022, LNCS13280: 510-521 (EI)

68. Wei Zhou, Hao Wang, Yiling Zhang, Cheng Long, Yan Yang*，Dongjie Wang, Multi-scale Progressive Gated Transformer for Physiological Signal Classification, ACML, 2022, 189 (EI)

67. Shengdong Du, Tianrui Li, Yan Yang, Shi-Jinn Horng, Deep Air Quality Forecasting Using Hybrid Deep Learning Framework, IEEE Transactions on Knowledge and Data Engineering, 2021, 33(6): 2412-2424 (SCI, EI, CC A类期刊，入选ESI高被引论文)

66. Yiling Zhang, Hao Wang, Yan Yang*, Wei Zhou, Tianrui Li, Xiaocao Ouyang, Hongyang Chen, Deep matrix factorization with knowledge transfer for lifelong clustering and semi-supervised clustering, Information Science, 2021, 570: 795-814 (SCI, EI, CCF B类期刊)

65. Xiaobo Zhang, Yan Yang, Donghai Zhai, Tianrui Li, Jielei Chu, Hao Wang, Local2Global: Unsupervised Multi-view Deep Graph Representation Learning with Nearest Neighbor Constraint, Knowledge-Based Systems, 2021, 231: 107439 (SCI, EI)

64. Yiling Zhang, Yan Yang*, Wei Zhou, Hao Wang, Xiaocao Ouyang, Multi-city Traffic Flow Forecasting via Multi-task Learning, Applied Intelligence, 2021, 51: 6895-6913 (SCI, EI)

63. Xiaobo Zhang, Yan Yang*, Tianrui Li, Yiling Zhang, Hao Wang, Hamido Fujita, CMC: A Consensus Multi-view Clustering Model for Predicting Alzheimer’s Disease Progression, Computer Methods and Programs in Biomedicine, 2021, 199: 105895 (SCI, EI)

62. Jie Hu, Yi Pan, Tianrui Li, Yan Yang, TW-Co-MFC: Two-level Weighted Collaborative Fuzzy Clustering based on Maximum Entropy for Multi-view Data, Tsinghua Science and Technology, 26(2): 185-198, 2021 (SCI, EI)

61. Zaid Al-Huda, Bo Peng, Yan Yang, et al., Weakly Supervised Semantic Segmentation by Iteratively Refining Optimal Segmentation with Deep Cues Guidance, Neural Computing and Applications, 2021, 33(15): 9035-9060 (SCI, EI)

60. Zaid Al-Huda, Bo Peng, Yan Yang, et al., Object scale selection of hierarchical image segmentation with deep seeds, IET Image Processing, 15(1): 191-205, 2021 (SCI, EI)

59. Zaid Al-Huda, Donghai Zhai, Yan Yang, et al., Optimal Scale of Hierarchical Image Segmentation with Scribbles Guidance for Weakly Supervised Semantic Segmentation, International Journal of Pattern Recognition and Artificial Intelligence, 2021, 35(10): 2154026 (SCI, EI)

58. Yong Bie, Yan Yang^*, A Multi-Task Multi-View Neural Network for End-to-End Aspect-Based Sentiment Analysis, Big data mining and analytics, 2021, 4(3): 195-207 (EI)

57. Xiaocao Ouyang, Yan Yang*, Yiling Zhang, Wei Zhou, Spatial-Temporal Dynamic Graph Convolution Neural Network for Air Quality Prediction, International Joint Conference on Neural Networks, IJCNN, 2021 (EI)

56. Fan Lu, Yan Yang*, A Feature Aggregation Hourglass Network for Human Pose Estimation. International Joint Conference on Neural Networks, IJCNN, 2021 (EI)

55. JinHong Miao, Yan Yang*, NonupleCLMR: Contrastive Learning of Musical Representation with NonupleMIDI, ISKE, 2021 (Best Paper Award)

 

2017-2020

54. Wei Zhou, Yan Yang*, Yiling Zhang, Dongjie Wang, Xiaobo Zhang, Deep Flexible Structured Spatial-Temporal Model for Taxi Capacity Prediction, Knowledge-Based Systems, 2020, 205: 106286 (SCI, EI)

53. Hao Wang, Yan Yang*, Xiaobo Zhang, Bo Peng, Parallel Multi-view Concept Clustering in Distributed Computing, Neural Computing and Applications, 2020, 32(10): 5621-5631 (SCI, EI)

52. Chao Guo, Yan Yang*, Yongquan Jiang, Tianrui Li, Condition Analysis of High-speed Train based on Similarity Ratio and MDBN, Computing in Science and Engineering, 2020, 22(1): 64-76 (SCI, EI)

51. Guanlin Zhai, Yan Yang*, Heng Wang, Shengdong Du, Multi-Attention Fusion Modeling for Sentiment Classification of Educational Big Data, Big data mining and analytics, 2020, 3(4): 311-319 (EI)

50. Shengdong Du, Tianrui Li, Yan Yang, Shi-Jinn Horng, Multivariate Time Series Forecasting via Attention-based Encoder-decoder Framework, Neurocomputing, 388: 269-279, 2020 (SCI, EI, 入选ESI高被引论文)

49. Xiaobo Zhang, Donghai Zhai, Yan Yang, Yiling Zhang, Chunlin Wang, A Novel Semi-supervised Multi-view Clustering Framework for Screening Parkinson’s Disease, Mathematical Biosciences and Engineering, 2020, 17(4): 3395–3411 (SCI, EI)

48. Hao Wang, Shuai Wang, Sahisnu Mazumder, Bing Liu, Yan Yang, Tianrui Li, Bayes-enhanced Lifelong Attention Networks for Sentiment Classification, COLING, 2020: 580-591 (CCF B类会议)

47. 夏冬雪，杨燕*，王浩，阳树洪，基于邻域多核学习的后融合多视图聚类算法，计算机研究与发展，57(8): 1627-1638, 2020 (EI)

46. 杜圣东，李天瑞，杨燕，王浩，谢鹏，洪西进，一种基于序列到序列时空注意力学习的交通流预测模型，计算机研究与发展，57(8): 1715-1728, 2020 (EI)

45. Hao Wang, Yan Yang*, Bing Liu, Hamido Fujita, A Study of Graph-based System for Multi-view Clustering, Knowledge-Based Systems, 163: 1009-1019, 2019 (SCI, EI, 入选ESI热点论文和高被引论文)

44. Yiling Zhang, Yan Yang*, Tianrui Li, Hamido Fujita, A Multitask Multiview Clustering Algorithm in Heterogeneous Situations based on LLE and LE, Knowledge-Based Systems, 163: 776-786, 2019 (SCI, EI, 入选ESI高被引论文)

43. Wenting Ye, Hongjun Wang, Shan Yan, Tianrui Li, Yan Yang, Nonnegative Matrix Factorization for Clustering Ensemble based on Dark Knowledge, Knowledge-Based Systems, 163: 624-631, 2019 (SCI, EI)

42. Vinath Mekthanavanh, Tianrui Li, Jie Hu, Yan Yang, Social Web Video Clustering Based on Multi-modal and Clustering Ensemble, Neurocomputing, 366(13): 234-247, 2019 (SCI, EI)

41. Vinath Mekthanavanh, Tianrui Li, Hua Meng, Yan Yang, Jie Hu, Social Web Video Clustering Based on Multi-View Clustering via Nonnegative Matrix Factorization, International Journal of Machine Learning and Cybernetics, 10(10): 2779-2790, 2019 (SCI, EI)

40. Qi Rao, Yan Yang*, Yongquan Jiang, Condition Recognition of High Speed Train Bogie Based on Multi-view Kernel FCM, Big data mining and analytics, 2(1): 1-11, 2019 (EI)

39. Hao Wang, Linlin Zong, Bing Liu, Yan Yang*, Wei Zhou, Spectral Perturbation Meets Incomplete Multi-view Data, IJCAI, 2019: 3677-3683 (EI, CCF A类会议)

38. Hao Wang, Bing Liu, Chaozhuo Li, Yan Yang, Tianrui Li, Learning with Noisy Labels for Sentence-level Sentiment Classification, EMNLP/IJCNLP, 2019: 6285-6291 (EI, CCF B类会议)

37. Xiaobo Zhang, Yan Yang*, Hao Wang, Shangming Ning, Heng Wang, Deep Neural Networks with Broad Views for Parkinson's Disease Screening, BIBM, 2019: 1018-1022 (EI, CCF B类会议)

36. Hao Wang, Bing Liu, Shuai Wang, Nianzu Ma, Yan Yang, Forward and Backward Knowledge Transfer for Sentiment Classification, ACML, 2019, 101: 457-472 (EI)

35. Wei Zhou, Hao Wang, Yan Yang*, Consensus Graph Learning for Incomplete Multi-view Clustering, PAKDD, 2019: 529-540 (EI)

34. Xiaobo Zhang, Yan Yang*, Tianrui Li, Hao Wang, Ziqing He, Discovering Senile Dementia from Brain MRI using Ra-DenseNet, PAKDD, 2019: 449-460 (EI)

33. Licheng Shen, Yan Yang*, SE-GAN: A Swap Ensemble GAN Framework, IJCNN, 2019, N-20411 (EI)

32. Shengdong Du, Tianrui Li, Yan Yang, Xun Gong, Shi-Jinn Horng, An LSTM based Encoder-Decoder Model for Multi-Step Traffic Flow Prediction, IJCNN, 2019, N-19005

31. Yiling Zhang, Yan Yang*, Wei Zhou, Xiaocao Ouyang, Xiaobo Zhang, A Consensus Clustering Algorithm for Multi-task Multi-view Learning, ISKE, 2019: 1188-1195 (EI, Best Paper Award)

30. 翟冠霖，杨燕*，汪衡，杜圣东，面向教育大数据情感分类的多方面情感注意力模型，模式识别与人工智能, 32(9): 828-834, 2019

29. Yan Yang, Fei Teng, Tianrui Li, Hao Wang, Hongjun Wang, Qi Zhang, Parallel Semi-Supervised Multi-Ant Colonies Clustering Ensemble Based on MapReduce Methodology, IEEE Trans. Cloud Computing 6(3): 857-867, 2018 (SCI, EI)

28. Yan Yang, Hao Wang, Multi-view Clustering: A Survey, Big Data Mining and Analytics, 1(2): 83-107, 2018 (EI)

27. Xiaojing Chang, Yan Yang*, Hongjun Wang, Multi-view Construction for Clustering Based on Feature Set Partitioning, IJCNN, 2018: 2319-2326 (EI)

26. Dongjie Wang, Yan Yang*, Shangming Ning, DeepSTCL: A Deep Spatiotemporal ConvLSTM for Travel Demand Prediction, IJCNN, 2018: 2897-2904 (EI)

25. Xiaobo Zhang, Yan Yang*, Hongjun Wang, Ping Deng, Analysis of Senile Dementia from the Brain Magnetic Resonance Imaging Data with Clustering, FLINS2018&ISKE2018, 1454-1461 (Best Poster Award)

24. 任朝淦，杨燕*，贾真，唐慧佳，喻琇瑛，基于注意力机制的问句实体链接，模式识别与人工智能, 31(12): 1127-1133, 2018

23. Jie Hu, Tianrui Li, Chuan Luo, Hamido Fujita, Yan Yang, Incremental Fuzzy Cluster Ensemble Learning Based on Rough Set Theory. Knowledge-Based Systems, 132: 144-155, 2017 (SCI, EI)

 

2006-2016

22. Wenchao Xiao, Yan Yang*, Hongjun Wang, Tianrui Li, Huanlai Xing, Semi-supervised Hierarchical Clustering Ensemble and Its Application, Neurocomputing, 173(3): 1362-1376, 2016 (SCI, EI)

21. Shudong Huang, Hongjun Wang, Tao Li, Yan Yang, Tianrui Li, Constraint Co-projections for Semi-supervised Co-clustering, IEEE Transactions on Cybernetics, 46(12): 3047-3058, 2016 (SCI, EI, CCF B类期刊)

20. Bo Peng, Xingzheng Wang, Yan Yang, Region Based Exemplar References for Image Segmentation Evaluation, IEEE Signal processing letters, 23(4): 459-462, 2016 (SCI, EI)

19. Zhaoyuan Wang, Huanlai Xing, Tianrui Li, Yan Yang, Rong Qu, Yi Pan, A Modified Ant Colony Optimization Algorithm for Network Coding Resource Minimization, IEEE Transaction on Evolutionary Computation, 20(3): 325-342, 2016 (SCI, EI, CCF B类期刊)

18. Hao Wang, Yan Yang*, Tianrui Li, Multi-View Clustering via Concept Factorization with Local Manifold Regularization, ICDM, 2016: 1245-1250 (EI, CCF B类会议)

17. Chao Guo, Yan Yang*, Hong Pan, Tianrui Li, Weidong Jin, Fault Analysis of High Speed Train with DBN Hierarchical Ensemble, IJCNN, 2016: 2552-2559 (EI)

16. 褚睿鸿，王红军，杨燕，李天瑞，基于密度峰值的聚类集成，自动化学报, 42(9): 1401-1412, 2016 (EI）

15. Amjad Mahmood, Tianrui Li, Yan Yang, Hongjun Wang, Mehtab Afzal, Semi-Supervised Evolutionary Ensembles for Web Video Categorization, Knowledge-Based Systems, 76: 53-66, 2015 (SCI, EI)

14. Shudong Huang, Hongjun Wang, Dengcheng Li, Yan Yang, Tianrui Li, Spectral Co-clustering Ensemble, Knowledge-Based Systems, 84: 46-55, 2015 (SCI, EI)

13. Jipeng Xie, Yan Yang*, Hao Wang, Tianrui Li, Weidong Jin, Fault Diagnosis in High-speed Train Running Gears with improved Deep Belief Networks, Journal of Computational Information Systems, 11(24): 7723-7730, 2015

12. Muhammad Zia-ur Rehman, Tianrui Li, Yan Yang, Hongjun Wang, Hyper-ellipsoidal Clustering Technique for Evolving Data Stream, Knowledge-Based Systems, 70: 3-14, 2014 (SCI, EI)

11. Hongjun Wang, Tao Li, Tianrui Li, Yan Yang, Constraint Neighborhood Projections for Semi-supervised Clustering, IEEE Transactions on Cybernetics, 44(5): 636-643, 2014 (SCI, EI, CCF B类期刊)

10. Hongjun Wang, Yinghui Zhang, Ruihua Nie, Yan Yang, Bo Peng, Tianrui Li, Bayesian image segmentation fusion, Knowledge-Based Systems, 71: 162-168, 2014 (SCI, EI)

9. 杨燕，冯晨菲，贾真，王红军，一种基于链接的模糊聚类集成方法，电子科技大学学报, 43(6): 887-892, 2014 (EI)

8. 贾真，杨燕，何大可, 基于弱监督学习的中文百科数据属性抽取, 电子科技大学学报, 43(5): 758-763, 2014 (EI)

7. Jipeng Xie, Yan Yang*, Tianrui Li, Weidong Jin, Learning Features from High Speed Train Vibration Signals with Deep Belief Networks, IJCNN, 2014: 2205-2210 (EI)

6. Yan Yang, Tonny Rutayisire, Chao Lin, Tianrui Li, Fei Teng, An Improved Cop-Kmeans Clustering for Solving Constraint Violation Based on MapReduce Framework, Fundamenta Informaticae, 126(4): 301-318, 2013 (SCI)

5. Xuyao Lu, Yan Yang*, Hongjun Wang, Selective Clustering Ensemble Based on Covariance, MCS2013, LNCS7872: 179–189, 2013 (EI)

4. Haishen Wang, Yan Yang*, Hongjun Wang, Dahai Chen, Soft-Voting Clustering Ensemble, MCS2013, LNCS7872: 307–318, 2013 (EI)

3. Yan Yang, Wei Tan, Tianrui Li, et al. Consensus Clustering Based on Constrained Self-Organizing Map and Improved Cop-Kmeans Ensemble in Intelligent Decision Support Systems, Knowledge-Based Systems, 32: 101-115, 2012 (SCI, EI)

2. Tonny Rutayisire, Yan Yang*, Chao Lin, Jinyuan Zhang, A Modified Cop-Kmeans Algorithm Based on Sequenced Cannot-Link Set, RSKT2011, LNAI6954: 217-225 (EI, Best Student Paper Runups)

1. Yan Yang, Mohamed Kamel, An Aggregated Clustering Approach Using Multi-Ant Colonies Algorithms, Pattern Recognition, 39(7): 1278-1289, 2006 (SCI, EI, CCF B类期刊)