Spectral Superresolution Using Transformer with Convolutional Spectral Self-Attention.
Remote. Sens., May, 2024
CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Improving Temporal Knowledge Graph Extrapolation Reasoning.
CoRR, 2024
TKGR-GPRSCL: Enhance Temporal Knowledge Graph Reasoning with Graph Structure-Aware Path Representation and Supervised Contrastive Learning.
Proceedings of the Natural Language Processing and Chinese Computing, 2024
Boosting adversarial robustness via self-paced adversarial training.
Neural Networks, October, 2023
Stein Variational Gradient Descent with Multiple Kernels.
Cogn. Comput., March, 2023
Edge enhancement improves adversarial robustness in image classification.
Neurocomputing, 2023
TKGR-RHETNE: A New Temporal Knowledge Graph Reasoning Model via Jointly Modeling Relevant Historical Event and Temporal Neighborhood Event Context.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Generative Oversampling for Imbalanced Data via Majority-Guided VAE.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Gradient estimation of information measures in deep learning.
Knowl. Based Syst., 2021
ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE.
CoRR, 2021
ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Mutual Information Gradient Estimation for Representation Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020
Deep Minimax Probability Machine.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
NeuralCP: Bayesian Multiway Data Analysis with Neural Tensor Decomposition.
Cogn. Comput., 2018
Knowledge Base Completion by Variational Bayesian Neural Tensor Decomposition.
Cogn. Comput., 2018
Structured Inference for Recurrent Hidden Semi-markov Model.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Stochastic Sequential Neural Networks with Structured Inference.
CoRR, 2017
Link prediction by exploiting network formation games in exchangeable graphs.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017