Max-Margin Discriminant Projection via Data Augmentation. - Bo Chen 001; Hao Zhang 050; Xuefeng Zhang 003; Wei Wen; Hongwei Liu 001; Jun Liu 004 (IEEE Trans. Knowl. Data Eng., 2015)

Robust Variational Auto-Encoder for Radar HRRP Target Recognition. - Ying Zhai; Bo Chen 001; Hao Zhang 050; Zhengjue Wang (IScIDE, 2017)

Structured Kernel Dictionary Learning With Correlation Constraint for Object Recognition. - Zhengjue Wang; Yinghua Wang; Hongwei Liu 001; Hao Zhang 050 (IEEE Trans. Image Process., 2017)

WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling. - Hao Zhang 050; Bo Chen 001; Dandan Guo; Mingyuan Zhou (ICLR (Poster), 2018)

Deep Poisson gamma dynamical systems. - Dandan Guo; Bo Chen 001; Hao Zhang 050; Mingyuan Zhou (NeurIPS, 2018)

Variational Hetero-Encoder Randomized Generative Adversarial Networks for Joint Image-Text Modeling. - Hao Zhang 050; Bo Chen 001; Long Tian; Zhengjue Wang; Mingyuan Zhou (CoRR, 2019)

Variational probabilistic generative framework for single image super-resolution. - Zhengjue Wang; Bo Chen 001; Hao Zhang 050; Hongwei Liu 001 (Signal Process., 2019)

Deep Max-Margin Discriminant Projection. - Hao Zhang 050; Bo Chen 001; Zhengjue Wang; Hongwei Liu 001 (IEEE Trans. Cybern., 2019)

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)

BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging. - Ziheng Cheng; Ruiying Lu; Zhengjue Wang; Hao Zhang 050; Bo Chen 001; Ziyi Meng; Xin Yuan 002 (ECCV (24), 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)

Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling. - Hao Zhang 050; Bo Chen 001; Long Tian; Zhengjue Wang; Mingyuan Zhou (ICLR, 2020)

Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage. - Shijing Si; Rui Wang 088; Jedrek Wosik; Hao Zhang 050; David Dov; Guoyin Wang 002; Lawrence Carin (MLHC, 2020)

Bidirectional Convolutional Poisson Gamma Dynamical Systems. - Wenchao Chen; Chaojie Wang 001; Bo Chen 001; Yicheng Liu; Hao Zhang 050; Mingyuan Zhou (NeurIPS, 2020)

Deep Relational Topic Modeling via Graph Poisson Gamma Belief Network. - Chaojie Wang 001; Hao Zhang 050; Bo Chen 001; Dongsheng Wang 003; Zhengjue Wang; Mingyuan Zhou (NeurIPS, 2020)

Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage. - Shijing Si; Rui Wang 088; Jedrek Wosik; Hao Zhang 050; David Dov; Guoyin Wang 002; Ricardo Henao; Lawrence Carin (CoRR, 2020)

FusionNet: An Unsupervised Convolutional Variational Network for Hyperspectral and Multispectral Image Fusion. - Zhengjue Wang; Bo Chen 001; Ruiying Lu; Hao Zhang 050; Hongwei Liu 001; Pramod K. Varshney (IEEE Trans. Image Process., 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)

Memory-Efficient Network for Large-Scale Video Compressive Sensing. - Ziheng Cheng; Bo Chen 001; Guanliang Liu; Hao Zhang 050; Ruiying Lu; Zhengjue Wang; Xin Yuan 002 (CVPR, 2021)

MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing. - Zhengjue Wang; Hao Zhang 050; Ziheng Cheng; Bo Chen 001; Xin Yuan 002 (CVPR, 2021)

A Prototype-Oriented Framework for Unsupervised Domain Adaptation. - Korawat Tanwisuth; Xinjie Fan; Huangjie Zheng; Shujian Zhang; Hao Zhang 050; Bo Chen 001; Mingyuan Zhou (NeurIPS, 2021)

Reinforcement Learning for Flexibility Design Problems. - Yehua Wei; Lei Zhang; Ruiyi Zhang 002; Shijing Si; Hao Zhang 050; Lawrence Carin (CoRR, 2021)

Contrastive Conditional Transport for Representation Learning. - Huangjie Zheng; Xu Chen 026; Jiangchao Yao; Hongxia Yang; Chunyuan Li; Ya Zhang 002; Hao Zhang 050; Ivor W. Tsang; Jingren Zhou 001; Mingyuan Zhou (CoRR, 2021)

Deep Autoencoding Topic Model With Scalable Hybrid Bayesian Inference. - Hao Zhang 050; Bo Chen 001; Yulai Cong; Dandan Guo; Hongwei Liu 001; Mingyuan Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Tensor RNN With Bayesian Nonparametric Mixture for Radar HRRP Modeling and Target Recognition. - Wenchao Chen; Bo Chen 001; Xiaojun Peng; Jiaqi Liu; Yang Yang 072; Hao Zhang 050; Hongwei Liu 001 (IEEE Trans. Signal Process., 2021)

A Variational Edge Partition Model for Supervised Graph Representation Learning. - Yilin He; Chaojie Wang 001; Hao Zhang 050; Bo Chen 001; Mingyuan Zhou (NeurIPS, 2022)

Manifoldron: Direct Space Partition via Manifold Discovery. - Dayang Wang; Feng-Lei Fan; Bojian Hou; Hao Zhang 050; Rongjie Lai; Hengyong Yu; Fei Wang 001 (CoRR, 2022)

A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis. - Qiyuan An; Ruijiang Li; Lin Gu 003; Hao Zhang 050; Qingyu Chen 001; Zhiyong Lu; Fei Wang 001; Yingying Zhu 003 (CoRR, 2022)

Heterogeneous Autoencoder Empowered by Quadratic Neurons. - Jing-Xiao Liao; Bojian Hou; Hang-Cheng Dong; Hao Zhang 050; Jianwei Ma; Jinwei Sun; Shiping Zhang; Feng-Lei Fan (CoRR, 2022)

Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms. - Yujia Xue; Siming Zheng; Waleed Tahir; Zhengjue Wang; Hao Zhang 050; Ziyi Meng; Lei Tian; Xin Yuan 002 (CoRR, 2022)

Multi-scale visual attention for attribute disambiguation in zero-shot learning. - Long Tian; Bo Chen 001; Jie Ren; Hao Zhang 050; Zhenhua Wu; Ning Han; Yuanwei Chen; Hongwei Liu 001 (Signal Process. Image Commun., 2022)

Max-Margin Deep Diverse Latent Dirichlet Allocation With Continual Learning. - Wenchao Chen; Bo Chen 001; Yingqi Liu; Xuefei Cao; Qianru Zhao; Hao Zhang 050; Long Tian (IEEE Trans. Cybern., 2022)

Multimodal Weibull Variational Autoencoder for Jointly Modeling Image-Text Data. - Chaojie Wang 001; Bo Chen 001; Sucheng Xiao; Zhengjue Wang; Hao Zhang 050; Penghui Wang; Ning Han; Mingyuan Zhou (IEEE Trans. Cybern., 2022)

Unsupervised Hyperspectral and Multispectral Images Fusion Based on Nonlinear Variational Probabilistic Generative Model. - Zhengjue Wang; Bo Chen 001; Hao Zhang 050; Hongwei Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Application of Deep Learning on Single-cell RNA Sequencing Data Analysis: A Review. - Matthew Brendel; Chang Su 002; Zilong Bai; Hao Zhang 050; Olivier Elemento; Fei Wang 001 (Genom. Proteom. Bioinform., 2022)

ConZIC: Controllable Zero-shot Image Captioning by Sampling-Based Polishing. - Zequn Zeng; Hao Zhang 050; Ruiying Lu; Dongsheng Wang 003; Bo Chen 001; Zhengjue Wang (CVPR, 2023)

Recurrent Neural Networks for Snapshot Compressive Imaging. - Ziheng Cheng; Bo Chen 001; Ruiying Lu; Zhengjue Wang; Hao Zhang 050; Ziyi Meng; Xin Yuan 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Contrastive Attraction and Contrastive Repulsion for Representation Learning. - Huangjie Zheng; Xu Chen 026; Jiangchao Yao; Hongxia Yang; Chunyuan Li; Ya Zhang 002; Hao Zhang 050; Ivor W. Tsang; Jingren Zhou 001; Mingyuan Zhou (Trans. Mach. Learn. Res., 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)

Multiscale Visual-Attribute Co-Attention for Zero-Shot Image Recognition. - Hao Zhang 050; Long Tian; Zhengjue Wang; Yishi Xu; Pengyu Cheng; Ke Bai 001; Bo Chen 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

MeaCap: Memory-Augmented Zero-shot Image Captioning. - Zequn Zeng; Yan Xie; Hao Zhang 050; Chiyu Chen; Bo Chen 001; Zhengjue Wang (CVPR, 2024)

HICEScore: A Hierarchical Metric for Image Captioning Evaluation. - Zequn Zeng; Jianqiao Sun; Hao Zhang 050; Tiansheng Wen; Yudi Su; Yan Xie; Zhengjue Wang; Bo Chen 001 (ACM Multimedia, 2024)

SnapCap: Efficient Snapshot Compressive Video Captioning. - Jianqiao Sun; Yudi Su; Hao Zhang 050; Ziheng Cheng; Zequn Zeng; Zhengjue Wang; Bo Chen 001; Xin Yuan 002 (CoRR, 2024)

Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks. - Chaojie Wang 001; Xinyang Liu; Dongsheng Wang 003; Hao Zhang 050; Bo Chen 001; Mingyuan Zhou (CoRR, 2024)

Text Feature Adversarial Learning for Text Generation With Knowledge Transfer From GPT2. - Hao Zhang 050; Yulai Cong; Zhengjue Wang; Lei Zhang; Miaoyun Zhao; Liqun Chen 001; Shijing Si; Ricardo Henao; Lawrence Carin (IEEE Trans. Neural Networks Learn. Syst., 2024)

Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection. - Jing-Xiao Liao; Bojian Hou; Hang-Cheng Dong; Hao Zhang 050; Xiaoge Zhang 001; Jinwei Sun; Shiping Zhang; Feng-Lei Fan (IEEE Trans. Artif. Intell., 2024)

Discovering Fine-Grained Visual-Concept Relations by Disentangled Optimal Transport Concept Bottleneck Models. - Yan Xie; Zequn Zeng; Hao Zhang 050; Yucheng Ding; Yi Wang; Zhengjue Wang; Bo Chen 001; Hongwei Liu 001 (CVPR, 2025)

Explaining Domain Shifts in Language: Concept erasing for Interpretable Image Classification. - Zequn Zeng; Yudi Su; Jianqiao Sun; Tiansheng Wen; Hao Zhang 050; Zhengjue Wang; Bo Chen 001; Hongwei Liu; Jiawei Ma (CoRR, 2025)

Manifoldron: Direct Space Partition via Manifold Discovery. - Dayang Wang; Feng-Lei Fan; Bojian Hou; Hao Zhang 050; Zhen Jia; Boce Zhang; Rongjie Lai; Hengyong Yu; Fei Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Learning transferable representations by topic guided graph adversarial network. - Zhengjue Wang; Zhihui Xin; Chiyu Chen; Hao Zhang 050; Yuhao Huang; Yunsong Li 001; Hongwei Liu 001; Bo Chen 001 (Signal Process., 2026)