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Zhibin Duan
Zhibin Duan
在 stu.xidian.edu.cn 的电子邮件经过验证
标题
引用次数
引用次数
年份
Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection
W Chen, L Tian, B Chen, L Dai, Z Duan, M Zhou
International Conference on Machine Learning, 3621-3633, 2022
702022
Friendly topic assistant for transformer based abstractive summarization
Z Wang, Z Duan, H Zhang, C Wang, L Tian, B Chen, M Zhou
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
632020
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network
Z Duan, D Wang, B Chen, C Wang, W Chen, Y Li, J Ren, M Zhou
International Conference on Machine Learning, 2903-2913, 2021
412021
Learning dynamic hierarchical topic graph with graph convolutional network for document classification
Z Wang, C Wang, H Zhang, Z Duan, M Zhou, B Chen
International Conference on Artificial Intelligence and Statistics, 3959-3969, 2020
392020
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding
Y Xu, D Wang, B Chen, R Lu, Z Duan, M Zhou
Advances in Neural Information Processing Systems 35, 31557-31570, 2022
212022
Knowledge-aware Bayesian deep topic model
D Wang, Y Xu, M Li, Z Duan, C Wang, B Chen, M Zhou
Advances in Neural Information Processing Systems 35, 14331-14344, 2022
212022
Topicnet: Semantic graph-guided topic discovery
Z Duan, Y Xu, B Chen, D Wang, C Wang, M Zhou
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
162021
EnsLM: Ensemble language model for data diversity by semantic clustering
Z Duan, H Zhang, C Wang, Z Wang, B Chen, M Zhou
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
122021
Patch-Token Aligned Bayesian Prompt Learning for Vision-Language Models
X Liu, D Wang, M Li, Z Duan, Y Xu, B Chen, M Zhou
arXiv preprint arXiv:2303.09100, 2023
112023
Alleviating" Posterior Collapse''in Deep Topic Models via Policy Gradient
Y Li, C Wang, Z Duan, D Wang, B Chen, B An, M Zhou
Advances in Neural Information Processing Systems 35, 22562-22575, 2022
82022
Generative Text Convolutional Neural Network for Hierarchical Document Representation Learning
C Wang, B Chen, Z Duan, W Chen, H Zhang, M Zhou
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (4), 4586-4604, 2022
82022
Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process
Z Duan, X Liu, Y Su, Y Xu, B Chen, M Zhou
International Conference on Machine Learning, 8731-8746, 2023
62023
Bayesian Deep Embedding Topic Meta-Learner
Z Duan, Y Xu, J Sun, B Chen, W Chen, C Wang, M Zhou
International Conference on Machine Learning, 5659-5670, 2022
52022
Learning hierarchical document graphs from multilevel sentence relations
H Zhang, C Wang, Z Wang, Z Duan, B Chen, M Zhou, R Henao, L Carin
IEEE Transactions on Neural Networks and Learning Systems 34 (8), 4273-4285, 2021
52021
Context-guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes
Y Xu, J Sun, Y Su, X Liu, Z Duan, B Chen, M Zhou
Advances in Neural Information Processing Systems 36, 2024
22024
Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory
Z Duan, Z Lv, C Wang, B Chen, B An, M Zhou
Advances in Neural Information Processing Systems 36, 2024
12024
Treating Brain-inspired Memories as Priors for Diffusion Model to Forecast Multivariate Time Series
M Wang, W Chen, Z Duan, B Chen
arXiv preprint arXiv:2409.18491, 2024
2024
Disentangled Generative Graph Representation Learning
X Hu, Z Duan, X Liu, Y Li, B Chen, M Zhou
arXiv preprint arXiv:2408.13471, 2024
2024
A Non-negative VAE: the Generalized Gamma Belief Network
Z Duan, T Wen, M Wang, B Chen, M Zhou
arXiv preprint arXiv:2408.03388, 2024
2024
Contrastive Factor Analysis
Z Duan, T Wen, Y Wang, C Zhu, B Chen, M Zhou
arXiv preprint arXiv:2407.21740, 2024
2024
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