Duan, Zhibin

13 publications

ICLR 2025 Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-Negative Decision Layer Xinyue Hu, Zhibin Duan, Bo Chen, Mingyuan Zhou

UAI 2024 Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models Xinyang Liu, Dongsheng Wang, Bowei Fang, Miaoge Li, Yishi Xu, Zhibin Duan, Bo Chen, Mingyuan Zhou

ICML 2023 Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process Zhibin Duan, Xinyang Liu, Yudi Su, Yishi Xu, Bo Chen, Mingyuan Zhou

NeurIPS 2023 Context-Guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes Yishi Xu, Jianqiao Sun, Yudi Su, Xinyang Liu, Zhibin Duan, Bo Chen, Mingyuan Zhou

NeurIPS 2023 Few-Shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory Zhibin Duan, Zhiyi Lv, Chaojie Wang, Bo Chen, Bo An, Mingyuan Zhou

NeurIPS 2022 Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient Yewen Li, Chaojie Wang, Zhibin Duan, Dongsheng Wang, Bo Chen, Bo An, Mingyuan Zhou

ICML 2022 Bayesian Deep Embedding Topic Meta-Learner Zhibin Duan, Yishi Xu, Jianqiao Sun, Bo Chen, Wenchao Chen, Chaojie Wang, Mingyuan Zhou

ICML 2022 Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection Wenchao Chen, Long Tian, Bo Chen, Liang Dai, Zhibin Duan, Mingyuan Zhou

NeurIPS 2022 HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding Yi.shi Xu, Dongsheng Wang, Bo Chen, Ruiying Lu, Zhibin Duan, Mingyuan Zhou

NeurIPS 2022 Knowledge-Aware Bayesian Deep Topic Model Dongsheng Wang, Yi.shi Xu, Miaoge Li, Zhibin Duan, Chaojie Wang, Bo Chen, Mingyuan Zhou

ICML 2021 Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network Zhibin Duan, Dongsheng Wang, Bo Chen, Chaojie Wang, Wenchao Chen, Yewen Li, Jie Ren, Mingyuan Zhou

NeurIPS 2021 TopicNet: Semantic Graph-Guided Topic Discovery Zhibin Duan, Yi.shi Xu, Bo Chen, Dongsheng Wang, Chaojie Wang, Mingyuan Zhou

AISTATS 2020 Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification Zhengjue Wang, Chaojie Wang, Hao Zhang, Zhibin Duan, Mingyuan Zhou, Bo Chen