DVRE: dominator-based variables reduction of encoding for model-based diagnosis.
Frontiers Comput. Sci., July, 2025
Utterance-level Emotion Recognition in Conversation with Conversation-level Supervision.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Exploiting multi-level consistency learning for source-free domain adaptation.
Multim. Syst., October, 2024
Generalized Variational Inference via Optimal Transport.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Approximate posterior inference for Bayesian models: black-box expectation propagation.
Knowl. Inf. Syst., 2022
Fast copula variational inference.
J. Exp. Theor. Artif. Intell., 2022
Approximate continuous optimal transport with copulas.
Int. J. Intell. Syst., 2022
Variational Wasserstein Barycenters with c-Cyclical Monotonicity.
CoRR, 2021
Topic representation: Finding more representative words in topic models.
Pattern Recognit. Lett., 2019
Approximate Optimal Transport for Continuous Densities with Copulas.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Short text topic modeling by exploring original documents.
Knowl. Inf. Syst., 2018
Empirical study on variational inference methods for topic models.
J. Exp. Theor. Artif. Intell., 2018
Filtering out the noise in short text topic modeling.
Inf. Sci., 2018
Black-box Expectation Propagation for Bayesian Models.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Variance Reduction in Black-box Variational Inference by Adaptive Importance Sampling.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Dataless Text Classification: A Topic Modeling Approach with Document Manifold.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs.
Proceedings of the COLING 2016, 2016