[International Publication] {Native Publication}
[Journal Article] [Conference Paper][Pre-print Article]
Natural Language Processing
R Wang, P Ren, X Liu, S Chang, H Huang. DCTM: Dual Contrastive Topic Model for identifiable topic extraction. Information Processing & Management 61 (5), 103785. [2024]
R Wang, Y Wang, X Liu, H Huang, G Sun. Bridging spherical mixture distributions and word semantic knowledge for neural topic modeling. Expert Systems with Applications, 124850. [2024]
R Wang, D Zhou, H Huang, Y Zhou. MIT: Mutual Information Topic Model for Diverse Topic Extraction. IEEE Transactions on Neural Networks and Learning Systems.[2024]
R Wang, D Zhou, Y Xiong, H Huang. Variational Gaussian topic model with invertible neural projections. Neural Computing and Applications 36 (2), 961-975.[2024]
S Chang, R Wang, H Huang, J Luo. TA-BiLSTM: An Interpretable Topic-Aware Model for Misleading Information Detection in Mobile Social Networks. Mobile Networks and Applications, 1-17.[2021]
Y Zhou, L Liao, Y Gao, R Wang, H Huang. TopicBERT: A topic-enhanced neural language model fine-tuned for sentiment classification. IEEE Transactions on Neural Networks and Learning Systems 34 (1), 380-393.[2021]
R Wang, D Zhou, Y He. Optimising topic coherence with weighted po lya urn scheme. Neurocomputing 385, 329-339.[2020]
R Wang, D Zhou, Y He. Atm: Adversarial-neural topic model. Information Processing & Management 56 (6), 102098.[2019]
R Wang, D Zhou, M Jiang, J Si, Y Yang A survey on opinion mining: From stance to product aspect. IEEE Access 7, 41101-41124.[2019]
Evolutionary Computing
Y Zhou,R Wang, C Zhao, Q Luo, MA Metwally. Discrete greedy flower pollination algorithm for spherical traveling salesman problem. Neural Computing and Applications 31, 2155-2170.[2019]
G Zhou, R Wang, Y Zhou. Flower pollination algorithm with runway balance strategy for the aircraft landing scheduling problem. Cluster Computing 21, 1543-1560.[2018]
Y Zhou, R Wang. An improved flower pollination algorithm for optimal unmanned undersea vehicle path planning problem. International Journal of Pattern Recognition and Artificial Intelligence 30.[2016]
Y Zhou, R Wang, Q Luo Elite opposition-based flower pollination algorithm. Neurocomputing 188, 294-310.[2016]
R Wang, Y Zhou, S Qiao, K Huang. Flower pollination algorithm with bee pollinator for cluster analysis. Information Processing Letters 116 (1), 1-14.[2016]
R Wang, Y Zhou, Y Zhou, Z Bao. Local greedy flower pollination algorithm for solving planar graph coloring problem. Journal of Computational and Theoretical Nanoscience 12 (11), 4087-4096.[2015]
R Wang, Y Zhou, C Zhao, H Wu. A hybrid flower pollination algorithm based modified randomized location for multi-threshold medical image segmentation. Bio-medical materials and engineering 26 (s1), S1345-S1351.[2015]
R Wang, Y Zhou. Flower pollination algorithm with dimension by dimension improvement. Mathematical problems in engineering 2014 (1), 481791.[2014]
D Zhou, X Hu, R Wang. Neural Topic Modeling by Incorporating Document Relationship Graph. EMNLP 2020, 3790-3796.
X Hu, R Wang, D Zhou, Y Xiong. Neural Topic Modeling with Cycle-Consistent Adversarial Training. EMNLP 2020, 9018-9030.
R Wang, X Hu, D Zhou, Y He, Y Xiong, C Ye, H Xu. Neural Topic Modeling with Bidirectional Adversarial Training. ACL 2020, 340-350.
R Wang, D Zhou, Y He. Open event extraction from online text using a generative adversarial network. EMNLP 2019, 282-291.
S Chang, R Wang, P Ren, H Huang. Enhanced Short Text Modeling: Leveraging Large Language Models for Topic Refinement. arXiv preprint arXiv:2403.17706.[2024]
R Wang, X Liu, Y Wang, H Huang. What are Public Concerns about ChatGPT? A Novel Self-Supervised Neural Topic Model Tells You. arXiv preprint arXiv:2309.01522.[2023]
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