Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification. - Zhengjue Wang; Chaojie Wang 001; Hao Zhang 050; Zhibin Duan; Mingyuan Zhou; Bo Chen 001 (AISTATS, 2020)

Friendly Topic Assistant for Transformer Based Abstractive Summarization. - Zhengjue Wang; Zhibin Duan; Hao Zhang 050; Chaojie Wang 001; Long Tian; Bo Chen 001; Mingyuan Zhou (EMNLP (1), 2020)

EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering. - Zhibin Duan; Hao Zhang 050; Chaojie Wang 001; Zhengjue Wang; Bo Chen 001; Mingyuan Zhou (ACL/IJCNLP (1), 2021)

Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network. - Zhibin Duan; Dongsheng Wang 003; Bo Chen 001; Chaojie Wang 001; Wenchao Chen; Yewen Li; Jie Ren; Mingyuan Zhou (ICML, 2021)

TopicNet: Semantic Graph-Guided Topic Discovery. - Zhibin Duan; Yishi Xu; Bo Chen 001; Dongsheng Wang 003; Chaojie Wang 001; Mingyuan Zhou (NeurIPS, 2021)

Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection. - Wenchao Chen; Long Tian; Bo Chen 001; Liang Dai; Zhibin Duan; Mingyuan Zhou (ICML, 2022)

Bayesian Deep Embedding Topic Meta-Learner. - Zhibin Duan; Yishi Xu; Jianqiao Sun; Bo Chen 001; Wenchao Chen; Chaojie Wang 001; Mingyuan Zhou (ICML, 2022)

Knowledge-Aware Bayesian Deep Topic Model. - Dongsheng Wang 003; Yishi Xu; Miaoge Li; Zhibin Duan; Chaojie Wang 001; Bo Chen 001; Mingyuan Zhou (NeurIPS, 2022)

Alleviating "Posterior Collapse" in Deep Topic Models via Policy Gradient. - Yewen Li; Chaojie Wang 001; Zhibin Duan; Dongsheng Wang 003; Bo Chen 001; Bo An 001; Mingyuan Zhou (NeurIPS, 2022)

HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding. - Yishi Xu; Dongsheng Wang 003; Bo Chen 001; Ruiying Lu; Zhibin Duan; Mingyuan Zhou (NeurIPS, 2022)

Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process. - Zhibin Duan; Xinyang Liu; Yudi Su; Yishi Xu; Bo Chen 001; Mingyuan Zhou (ICML, 2023)

Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory. - Zhibin Duan; Zhiyi Lv; Chaojie Wang 001; Bo Chen 001; Bo An 001; 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 001; Mingyuan Zhou (NeurIPS, 2023)

Patch-Token Aligned Bayesian Prompt Learning for Vision-Language Models. - Xinyang Liu; Dongsheng Wang 003; Miaoge Li; Zhibin Duan; Yishi Xu; Bo Chen 001; Mingyuan Zhou (CoRR, 2023)

Generative Text Convolutional Neural Network for Hierarchical Document Representation Learning. - Chaojie Wang 001; Bo Chen 001; Zhibin Duan; Wenchao Chen; Hao Zhang 050; Mingyuan Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning Hierarchical Document Graphs From Multilevel Sentence Relations. - Hao Zhang 050; Chaojie Wang 001; Zhengjue Wang; Zhibin Duan; Bo Chen 001; Mingyuan Zhou; Ricardo Henao; Lawrence Carin (IEEE Trans. Neural Networks Learn. Syst., 2023)

Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models. - Xinyang Liu; Dongsheng Wang 003; Bowei Fang; Miaoge Li; Yishi Xu; Zhibin Duan; Bo Chen 001; Mingyuan Zhou (UAI, 2024)

Contrastive Factor Analysis. - Zhibin Duan; Tiansheng Wen; Yifei Wang; Chen Zhu; Bo Chen 001; Mingyuan Zhou (CoRR, 2024)

A Non-negative VAE:the Generalized Gamma Belief Network. - Zhibin Duan; Tiansheng Wen; Muyao Wang; Bo Chen 001; Mingyuan Zhou (CoRR, 2024)

Disentangled Generative Graph Representation Learning. - Xinyue Hu; Zhibin Duan; Xinyang Liu; Yuxin Li 003; Bo Chen 001; Mingyuan Zhou (CoRR, 2024)

Treating Brain-inspired Memories as Priors for Diffusion Model to Forecast Multivariate Time Series. - Muyao Wang; Wenchao Chen; Zhibin Duan; Bo Chen 001 (CoRR, 2024)

Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-negative Decision Layer. - Xinyue Hu; Zhibin Duan; Bo Chen; Mingyuan Zhou (ICLR, 2025)

Enhancing Uncertainty Estimation and Interpretability via Bayesian Non-negative Decision Layer. - Xinyue Hu; Zhibin Duan; Bo Chen 001; Mingyuan Zhou (CoRR, 2025)