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2024

Hierarchical Topic-Aware Contextualized TransformersRuiying Lu, Bo Chen 0001, Dandan Guo, Dongsheng Wang 0003, Mingyuan Zhou. taslp, 32:841-852, 2024. [doi]

2023

Generative Text Convolutional Neural Network for Hierarchical Document Representation LearningChaojie Wang 0001, Bo Chen 0001, Zhibin Duan, Wenchao Chen, Hao Zhang 0050, Mingyuan Zhou. pami, 45(4):4586-4604, April 2023. [doi]

Tuning Multi-mode Token-level Prompt Alignment across ModalitiesDongsheng Wang 0003, Miaoge Li, Xinyang Liu, Mingsheng Xu, Bo Chen 0001, Hanwang Zhang. nips 2023: [doi]

Multiscale Visual-Attribute Co-Attention for Zero-Shot Image RecognitionHao Zhang 0050, Long Tian, Zhengjue Wang, Yishi Xu, Pengyu Cheng, Ke Bai 0001, Bo Chen 0001. tnn, 34(9):6003-6014, September 2023. [doi]

Learning Hierarchical Document Graphs From Multilevel Sentence RelationsHao Zhang 0050, Chaojie Wang 0001, Zhengjue Wang, Zhibin Duan, Bo Chen 0001, Mingyuan Zhou, Ricardo Henao, Lawrence Carin. tnn, 34(8):4273-4285, August 2023. [doi]

Recurrent Neural Networks for Snapshot Compressive ImagingZiheng Cheng, Bo Chen 0001, Ruiying Lu, Zhengjue Wang, Hao Zhang 0050, Ziyi Meng, Xin Yuan 0002. pami, 45(2):2264-2281, 2023. [doi]

Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic MemoryZhibin Duan, Zhiyi Lv, Chaojie Wang 0001, Bo Chen 0001, Bo An 0001, Mingyuan Zhou. nips 2023: [doi]

Data association for maneuvering targets through a combined siamese network and XGBoost modelChang Gao, Junkun Yan, Bo Chen 0001, Pramod K. Varshney, Tianyi Jia, Hongwei Liu 0001. sigpro, 211:109086, October 2023. [doi]

Suspicious Object Detection for Millimeter-Wave Images With Multi-View Fusion Siamese NetworkDandan Guo, Long Tian, Chuan Du, Pengfei Xie, Bo Chen 0001, Lei Zhang 0019. TIP, 32:4088-4102, 2023. [doi]

Prototype-oriented unsupervised anomaly detection for multivariate time seriesYuxin Li, Wenchao Chen, Bo Chen 0001, Dongsheng Wang, Long Tian, Mingyuan Zhou. icml 2023: 19407-19424 [doi]

Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly DetectionRuiying Lu, Yujie Wu, Long Tian, Dongsheng Wang 0003, Bo Chen 0001, Xiyang Liu, Ruimin Hu. nips 2023: [doi]

ConZIC: Controllable Zero-shot Image Captioning by Sampling-Based PolishingZequn Zeng, Hao Zhang, Ruiying Lu, Dongsheng Wang, Bo Chen 0001, Zhengjue Wang. cvpr 2023: 23465-23476 [doi]

2022

Multimodal Weibull Variational Autoencoder for Jointly Modeling Image-Text DataChaojie Wang 0001, Bo Chen 0001, Sucheng Xiao, Zhengjue Wang, Hao Zhang 0050, Penghui Wang, Ning Han, Mingyuan Zhou. tcyb, 52(10):11156-11171, 2022. [doi]

Knowledge-Aware Bayesian Deep Topic ModelDongsheng Wang 0003, Yishi Xu, Miaoge Li, Zhibin Duan, Chaojie Wang 0001, Bo Chen 0001, Mingyuan Zhou. nips 2022: [doi]

Bayesian compression for dynamically expandable networksYang Yang 0072, Bo Chen 0001, Hongwei Liu 0001. PR, 122:108260, 2022. [doi]

Max-Margin Deep Diverse Latent Dirichlet Allocation With Continual LearningWenchao Chen, Bo Chen 0001, Yingqi Liu, Xuefei Cao, Qianru Zhao, Hao Zhang 0050, Long Tian. tcyb, 52(7):5639-5653, 2022. [doi]

Infinite Switching Dynamic Probabilistic Network With Bayesian Nonparametric LearningWenchao Chen, Bo Chen 0001, Yicheng Liu, Chaojie Wang 0001, Xiaojun Peng, Hongwei Liu 0001, Mingyuan Zhou. tsp, 70:2224-2238, 2022. [doi]

Fast C&W: A Fast Adversarial Attack Algorithm to Fool SAR Target Recognition With Deep Convolutional Neural NetworksChuan Du, Chaoying Huo, Lei Zhang, Bo Chen 0001, Yijun Yuan. lgrs, 19:1-5, 2022. [doi]

Intelligent multiframe detection aided by Doppler information and a deep neural networkChang Gao, Junkun Yan, Xiaojun Peng, Bo Chen 0001, Hong-Wei Liu 0001. isci, 593:432-448, 2022. [doi]

Matching Visual Features to Hierarchical Semantic Topics for Image Paragraph CaptioningDandan Guo, Ruiying Lu, Bo Chen 0001, Zequn Zeng, Mingyuan Zhou. ijcv, 130(8):1920-1937, 2022. [doi]

Alleviating "Posterior Collapse" in Deep Topic Models via Policy GradientYewen Li, Chaojie Wang 0001, Zhibin Duan, Dongsheng Wang 0003, Bo Chen 0001, Bo An 0001, Mingyuan Zhou. nips 2022: [doi]

Unsupervised Radar Target Detection under Complex Clutter Background Based on Mixture Variational AutoencoderXueling Liang, Bo Chen 0001, Wenchao Chen, Penghui Wang, Hongwei Liu 0001. remotesensing, 14(18):4449, 2022. [doi]

Heterogeneity-Aware Recurrent Neural Network for Hyperspectral and Multispectral Image FusionRuiying Lu, Bo Chen 0001, Jianqiao Sun, Wenchao Chen, Penghui Wang, Yuanwei Chen, Hongwei Liu 0001, Pramod K. Varshney. jstsp, 16(4):649-665, 2022. [doi]

Open set HRRP recognition with few samples based on multi-modality prototypical networksLong Tian, Bo Chen 0001, Zekun Guo, Chuan Du, Yang Peng, Hongwei Liu 0001. sigpro, 193:108391, 2022. [doi]

Multi-scale visual attention for attribute disambiguation in zero-shot learningLong Tian, Bo Chen 0001, Jie Ren, Hao Zhang 0050, Zhenhua Wu, Ning Han, Yuanwei Chen, Hongwei Liu 0001. spic, 103:116614, 2022. [doi]

Attitude and Size Estimation of Satellite Targets Based on ISAR Image InterpretationJiadong Wang, Lan Du 0001, YaChao Li, Guoxin Lyu, Bo Chen 0001. tgrs, 60:1-15, 2022. [doi]

Unsupervised Hyperspectral and Multispectral Images Fusion Based on Nonlinear Variational Probabilistic Generative ModelZhengjue Wang, Bo Chen 0001, Hao Zhang 0050, Hongwei Liu 0001. tnn, 33(2):721-735, 2022. [doi]

Infinite Bayesian Max-Margin Discriminant ProjectionWei Wen, Bo Chen 0001, Xuefei Cao, Xuefeng Zhang 0003, Zhengjue Wang, Hongwei Liu 0001. tcyb, 52(5):3936-3946, 2022. [doi]

HyperMiner: Topic Taxonomy Mining with Hyperbolic EmbeddingYishi Xu, Dongsheng Wang 0003, Bo Chen 0001, Ruiying Lu, Zhibin Duan, Mingyuan Zhou. nips 2022: [doi]

Robust Multiple-Measurement Sparsity-Aware STAP with Bayesian Variational AutoencoderChenxi Zhang, Huiliang Zhao, Wenchao Chen, Bo Chen 0001, Penghui Wang, Changrui Jia, Hongwei Liu 0001. remotesensing, 14(15):3800, 2022. [doi]

2021

Deep Autoencoding Topic Model With Scalable Hybrid Bayesian InferenceHao Zhang 0050, Bo Chen 0001, Yulai Cong, Dandan Guo, Hongwei Liu 0001, Mingyuan Zhou. pami, 43(12):4306-4322, 2021. [doi]

Bidirectional recurrent gamma belief network for HRRP target recognitionWenchao Chen, Bo Chen 0001, Yicheng Liu, Xiaojun Peng, Haoyang Fan, Fangxu Yu, Hongwei Liu 0001. sigpro, 188:108213, 2021. [doi]

Tensor RNN With Bayesian Nonparametric Mixture for Radar HRRP Modeling and Target RecognitionWenchao Chen, Bo Chen 0001, Xiaojun Peng, Jiaqi Liu, Yang Yang, Hao Zhang 0050, Hongwei Liu 0001. tsp, 69:1995-2009, 2021. [doi]

Region-factorized recurrent attentional network with deep clustering for radar HRRP target recognitionChuan Du, Long Tian, Bo Chen 0001, Lei Zhang 0019, Wenchao Chen, Hongwei Liu 0001. sigpro, 183:108010, 2021. [doi]

TopicNet: Semantic Graph-Guided Topic DiscoveryZhibin Duan, Yishi Xu, Bo Chen 0001, Dongsheng Wang 0003, Chaojie Wang 0001, Mingyuan Zhou. nips 2021: 547-559 [doi]

EnsLM: Ensemble Language Model for Data Diversity by Semantic ClusteringZhibin Duan, Hao Zhang 0050, Chaojie Wang 0001, Zhengjue Wang, Bo Chen 0001, Mingyuan Zhou. acl 2021: 2954-2967 [doi]

Sawtooth Factorial Topic Embeddings Guided Gamma Belief NetworkZhibin Duan, Dongsheng Wang, Bo Chen 0001, Chaojie Wang 0001, Wenchao Chen, Yewen Li, Jie Ren, Mingyuan Zhou. icml 2021: 2903-2913 [doi]

SAR Automatic Target Recognition Based on Supervised Deep Variational Autoencoding ModelDandan Guo, Bo Chen 0001, Meixi Zheng, Hongwei Liu. taes, 57(6):4313-4328, 2021. [doi]

Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural NetworkRuiying Lu, Bo Chen 0001, Guanliang Liu, Ziheng Cheng, Mu Qiao, Xin Yuan 0002. ijcv, 129(12):3279-3298, 2021. [doi]

A Prototype-Oriented Framework for Unsupervised Domain AdaptationKorawat Tanwisuth, Xinjie Fan, Huangjie Zheng, Shujian Zhang, Hao Zhang 0050, Bo Chen 0001, Mingyuan Zhou. nips 2021: 17194-17208 [doi]

LCS-EnsemNet: A Semisupervised Deep Neural Network for SAR Image Change Detection With Dual Feature Extraction and Label-Consistent Self-EnsembleJian Wang, Yinghua Wang, Bo Chen 0001, Hongwei Liu 0001. staeors, 14:11903-11925, 2021. [doi]

Bayesian Attention Belief NetworksShujian Zhang, Xinjie Fan, Bo Chen 0001, Mingyuan Zhou. icml 2021: 12413-12426 [doi]

2020

Bidirectional Convolutional Poisson Gamma Dynamical SystemsWenchao Chen, Chaojie Wang, Bo Chen 0001, Yicheng Liu, Hao Zhang 0050, Mingyuan Zhou. nips 2020: [doi]

Switching Poisson Gamma Dynamical SystemsWenchao Chen, Bo Chen 0001, Yicheng Liu, Qianru Zhao, Mingyuan Zhou. IJCAI 2020: 2029-2036 [doi]

BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive ImagingZiheng Cheng, Ruiying Lu, Zhengjue Wang, Hao Zhang 0050, Bo Chen 0001, Ziyi Meng, Xin Yuan 0002. eccv 2020: 258-275 [doi]

Bayesian Attention ModulesXinjie Fan, Shujian Zhang, Bo Chen 0001, Mingyuan Zhou. nips 2020: [doi]

Recurrent Hierarchical Topic-Guided {RNNDandan Guo, Bo Chen 0001, Ruiying Lu, Mingyuan Zhou. icml 2020: 3810-3821 [doi]

Variational Temporal Deep Generative Model for Radar HRRP Target RecognitionDandan Guo, Bo Chen 0001, Wenchao Chen, Chaojie Wang, Hongwei Liu, Mingyuan Zhou. tsp, 68:5795-5809, 2020. [doi]

RAFnet: Recurrent attention fusion network of hyperspectral and multispectral imagesRuiying Lu, Bo Chen 0001, Ziheng Cheng, Penghui Wang. sigpro, 177:107737, 2020. [doi]

Recognizing the HRRP by Combining CNN and BiRNN With Attention MechanismJinwei Wan, Bo Chen 0001, Yingqi Liu, Yijun Yuan, Hongwei Liu, Lin Jin. access, 8:20828-20837, 2020. [doi]

Deep Relational Topic Modeling via Graph Poisson Gamma Belief NetworkChaojie Wang, Hao Zhang 0050, Bo Chen 0001, Dongsheng Wang, Zhengjue Wang, Mingyuan Zhou. nips 2020: [doi]

Friendly Topic Assistant for Transformer Based Abstractive SummarizationZhengjue Wang, Zhibin Duan, Hao Zhang 0050, Chaojie Wang, Long Tian, Bo Chen 0001, Mingyuan Zhou. emnlp 2020: 485-497 [doi]

FusionNet: An Unsupervised Convolutional Variational Network for Hyperspectral and Multispectral Image FusionZhengjue Wang, Bo Chen 0001, Ruiying Lu, Hao Zhang 0050, Hongwei Liu, Pramod K. Varshney. TIP, 29:7565-7577, 2020. [doi]

The Performance Analysis of Signal Recognition Using Attention Based CNN MethodZan Yin, Bo Chen 0001, Weimin Zhen, Chaojie Wang, Ting Zhang. access, 8:214915-214922, 2020. [doi]

2019

Factorized discriminative conditional variational auto-encoder for radar HRRP target recognitionChuan Du, Bo Chen 0001, Bin Xu, Dandan Guo, Hongwei Liu. sigpro, 158:176-189, 2019. [doi]

Long short-term memory-based recurrent neural networks for nonlinear target trackingChang Gao, Junkun Yan, Shenghua Zhou, Bo Chen 0001, Hongwei Liu. sigpro, 164:67-73, 2019. [doi]

Convolutional neural networks for radar HRRP target recognition and rejectionJinwei Wan, Bo Chen 0001, Bin Xu, Hongwei Liu, Lin Jin. ejasp, 2019:5, 2019. [doi]

Convolutional Poisson Gamma Belief NetworkChaojie Wang, Bo Chen 0001, Sucheng Xiao, Mingyuan Zhou. icml 2019: 6515-6525 [doi]

Noise-Robust Motion Compensation for Aerial Maneuvering Target ISAR Imaging by Parametric Minimum Entropy OptimizationJiadong Wang, Lei Zhang 0019, Lan Du, Dongwen Yang, Bo Chen 0001. tgrs, 57(7):4202-4217, 2019. [doi]

Variational probabilistic generative framework for single image super-resolutionZhengjue Wang, Bo Chen 0001, Hao Zhang, Hongwei Liu. sigpro, 156:92-105, 2019. [doi]

Target-Aware Recurrent Attentional Network for Radar HRRP Target RecognitionBin Xu, Bo Chen 0001, Jinwei Wan, Hongwei Liu, Lin Jin. sigpro, 155:268-280, 2019. [doi]

Robust Attack on Deep Learning based Radar HRRP Target RecognitionYijun Yuan, Jinwei Wan, Bo Chen 0001. apsipa 2019: 704-707 [doi]

Deep Max-Margin Discriminant ProjectionHao Zhang, Bo Chen 0001, Zhengjue Wang, Hongwei Liu. tcyb, 49(7):2454-2466, 2019. [doi]

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