Conference Publications [bibtex]

  1. Z. Duan*, H. Zhang*, C. Wang, Z. Wang, B. Chen, and M. Zhou, "EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering", The 59th Annual Meeting of the Association for Computational Linguistics (ACL), Online, Aug, 2021. (*Equal contribution by the first two authors).
  2. C. Wang*, H. Zhang*, B. Chen, D. Wang, Z. Wang, M. Zhou, "Deep Relational Topic Modeling via Graph Poisson Gamma Belief Network," Thirty-fourth Conferene on Neural Information Prossing Systems (NeurIPS), Online, December 2020. PDF / NeurIPS (*Equal contribution by the first two authors)
  3. W. Chen*, C. Wang*, B. Chen, Y. Liu, H. Zhang, M. Zhou, "Bidirectional Convolutional Poisson Gamma Dynamical Systems," Thirty-fourth Conferene on Neural Information Prossing Systems (NeurIPS), Online, December 2020. PDF / NeurIPS (*Equal contribution by the first two authors)
  4. Z. Wang*, D. Duan*, H. Zhang^, C. Wang, L. Tian, B. Chen, M. Zhou, "Friendly Topic Assistant for Transformer Based Abstractive Summarization," The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Online, November 2020. PDF / EMNLP (*Equal contribution by the first two authors, ^Corressponding author)
  5. Z. Wang*, C. Wang*, H. Zhang, Z. Duan, M. Zhou, and B. Chen, "Learning dynamic hierarchical topic graph with graph convolutional network for document classification," International Conference on Artificial Intelligence and Statistics (AISTATS2020), Palermo, Sicily, Italy, June 2020. (*Equal contribution by the first two authors)
  6. C. Wang, B. Chen, S. Xiao, and M. Zhou, "Convolutional Poisson gamma belief network," International Conference on Machine Learning (ICML2019), Long Beach, CA, June 2019. PDF / arXiv:1905.05394 / Python (TensorFlow) Code in GitHub
  7. C. Wang, B. Chen, and M. Zhou, "Multimodal Poisson gamma belief network," AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, LA, Feb. 2018. PDF / Poster / Matlab Code in GitHub


Journal Publications [bibtex]

  1. C. Wang, B. Chen,S. Xiao, Z. Wang, H. Zhang, P. Wang, N. Han, and M. Zhou, "Multimodal Weibull Variational Autoencoder for Jointly Modeling Image-Text Data", to appear in IEEE Transactions on Cybernetics 2021+. IEEE / PDF
  2. D. Guo, B. Chen, W. Chen, C. Wang, H. Liu, and M. Zhou, "Variational Temporal Deep Generative Model for Radar HRRP Target Recognition", to appear in IEEE Transactons on Signal Processing 2020+. IEEE / PDF

    3. © Chaojie Wang