Zhibin Duan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Policy Gradient

Latent Dirichlet Allocation

Document Representation

Convolutional Neural Network

Top Venues

Publications

Zhibin Duan, Tiansheng Wen, Yifei Wang, Chen Zhu, Bo Chen, Mingyuan Zhou
Contrastive Factor Analysis. CoRR (2024)
Yishi Xu, Jianqiao Sun, Yudi Su, Xinyang Liu, Zhibin Duan, Bo Chen, Mingyuan Zhou
Context-guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes. NeurIPS (2023)
Zhibin Duan, Zhiyi Lv, Chaojie Wang, Bo Chen, Bo An, Mingyuan Zhou
Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory. NeurIPS (2023)
Xinyang Liu, Dongsheng Wang, Miaoge Li, Zhibin Duan, Yishi Xu, Bo Chen, Mingyuan Zhou
Patch-Token Aligned Bayesian Prompt Learning for Vision-Language Models. CoRR (2023)
Zhibin Duan, Xinyang Liu, Yudi Su, Yishi Xu, Bo Chen, Mingyuan Zhou
Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process. ICML (2023)
Chaojie Wang, Bo Chen, Zhibin Duan, Wenchao Chen, Hao Zhang, Mingyuan Zhou
Generative Text Convolutional Neural Network for Hierarchical Document Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Hao Zhang, Chaojie Wang, Zhengjue Wang, Zhibin Duan, Bo Chen, Mingyuan Zhou, Ricardo Henao, Lawrence Carin
Learning Hierarchical Document Graphs From Multilevel Sentence Relations. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Dongsheng Wang, Yishi Xu, Miaoge Li, Zhibin Duan, Chaojie Wang, Bo Chen, Mingyuan Zhou
Knowledge-Aware Bayesian Deep Topic Model. CoRR (2022)
Yewen Li, Chaojie Wang, Zhibin Duan, Dongsheng Wang, Bo Chen, Bo An, Mingyuan Zhou
Alleviating "Posterior Collapse" in Deep Topic Models via Policy Gradient. NeurIPS (2022)
Wenchao Chen, Long Tian, Bo Chen, Liang Dai, Zhibin Duan, Mingyuan Zhou
Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection. ICML (2022)
Dongsheng Wang, Yishi Xu, Miaoge Li, Zhibin Duan, Chaojie Wang, Bo Chen, Mingyuan Zhou
Knowledge-Aware Bayesian Deep Topic Model. NeurIPS (2022)
Yishi Xu, Dongsheng Wang, Bo Chen, Ruiying Lu, Zhibin Duan, Mingyuan Zhou
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding. CoRR (2022)
Zhibin Duan, Yishi Xu, Jianqiao Sun, Bo Chen, Wenchao Chen, Chaojie Wang, Mingyuan Zhou
Bayesian Deep Embedding Topic Meta-Learner. ICML (2022)
Yishi Xu, Dongsheng Wang, Bo Chen, Ruiying Lu, Zhibin Duan, Mingyuan Zhou
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding. NeurIPS (2022)
Zhibin Duan, Dongsheng Wang, Bo Chen, Chaojie Wang, Wenchao Chen, Yewen Li, Jie Ren, Mingyuan Zhou
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network. ICML (2021)
Zhibin Duan, Yishi Xu, Bo Chen, Dongsheng Wang, Chaojie Wang, Mingyuan Zhou
TopicNet: Semantic Graph-Guided Topic Discovery. NeurIPS (2021)
Zhibin Duan, Hao Zhang, Chaojie Wang, Zhengjue Wang, Bo Chen, Mingyuan Zhou
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering. ACL/IJCNLP (1) (2021)
Zhibin Duan, Dongsheng Wang, Bo Chen, Chaojie Wang, Wenchao Chen, Yewen Li, Jie Ren, Mingyuan Zhou
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network. CoRR (2021)
Zhibin Duan, Yishi Xu, Bo Chen, Dongsheng Wang, Chaojie Wang, Mingyuan Zhou
TopicNet: Semantic Graph-Guided Topic Discovery. CoRR (2021)
Zhengjue Wang, Chaojie Wang, Hao Zhang, Zhibin Duan, Mingyuan Zhou, Bo Chen
Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification. AISTATS (2020)
Zhengjue Wang, Zhibin Duan, Hao Zhang, Chaojie Wang, Long Tian, Bo Chen, Mingyuan Zhou
Friendly Topic Assistant for Transformer Based Abstractive Summarization. EMNLP (1) (2020)