A design and implementation method of a SCA-based ad-hoc radio system. - Zhiqiang Wei 004; Haixia Bi (ICIA, 2014)

Polsar image classification based on three-dimensional wavelet texture features and Markov random field. - Haixia Bi; Lin Xu; Xiangyong Cao; Zongben Xu (IGARSS, 2017)

Unsupervised PolSAR Image Classification Using Discriminative Clustering. - Haixia Bi; Jian Sun 009; Zongben Xu (IEEE Trans. Geosci. Remote. Sens., 2017)

Unsupervised PolSAR Image Factorization with Deep Convolutional Networks. - Haixia Bi; Feng Xu 001; Zhiqiang Wei 004; Yibo Han; Yuanlong Cui; Yong Xue; Zongben Xu (IGARSS, 2019)

An Active Deep Learning Approach for Minimally-Supervised Polsar Image Classification. - Haixia Bi; Feng Xu 001; Zhiqiang Wei 004; Yibo Han; Yuanlong Cui; Yong Xue; Zongben Xu (IGARSS, 2019)

An Experimental Online Judge System Based on Docker Container for Learning and Teaching Assistance. - Yibo Han; Zheng Zhang 025; Bo Yuan 004; Haixia Bi; Mohammad Nasir Shahzad; Lu Liu 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

A Graph-Based Semisupervised Deep Learning Model for PolSAR Image Classification. - Haixia Bi; Jian Sun 009; Zongben Xu (IEEE Trans. Geosci. Remote. Sens., 2019)

An Active Deep Learning Approach for Minimally Supervised PolSAR Image Classification. - Haixia Bi; Feng Xu 001; Zhiqiang Wei 004; Yong Xue; Zongben Xu (IEEE Trans. Geosci. Remote. Sens., 2019)

Polsar Image Classification via Robust Low-Rank Feature Extraction and Markov Random Field. - Haixia Bi; Raúl Santos-Rodríguez; Peter A. Flach (IGARSS, 2020)

Towards a Methodology for Acceptance Testing and Validation of Monitoring Bodyworn Devices. - Emma L. Tonkin; Miquel Perelló-Nieto; Haixia Bi; Antonis Vafeas (PerCom Workshops, 2020)

Polarimetric SAR Image Semantic Segmentation With 3D Discrete Wavelet Transform and Markov Random Field. - Haixia Bi; Lin Xu; Xiangyong Cao; Yong Xue; Zongben Xu (IEEE Trans. Image Process., 2020)

An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification. - Xiangyong Cao; Jing Yao 002; Xueyang Fu; Haixia Bi; Danfeng Hong (IEEE Geosci. Remote. Sens. Lett., 2021)

Human Activity Recognition Based on Dynamic Active Learning. - Haixia Bi; Miquel Perelló-Nieto; Raúl Santos-Rodríguez; Peter A. Flach (IEEE J. Biomed. Health Informatics, 2021)

PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field. - Haixia Bi; Jing Yao 002; Zhiqiang Wei 004; Danfeng Hong; Jocelyn Chanussot (IEEE Geosci. Remote. Sens. Lett., 2022)

Gaussian Focal Loss: Learning Distribution Polarized Angle Prediction for Rotated Object Detection in Aerial Images. - Jian Wang 113; Fan Li 003; Haixia Bi (IEEE Trans. Geosci. Remote. Sens., 2022)

Complex-Valued Self-Supervised PolSAR Image Classification Integrating Attention Mechanism. - Zuzheng Kuang; Haixia Bi; Fan Li 003 (IGARSS, 2023)

Complex-Valued Fully Convolutional Network for PolSAR Image Classification with Noisy Labels. - Ningwei Wang; Haixia Bi; Xiaotian Wang; Zhao Chen (IGARSS, 2023)

Tropical Cyclone Intensity Prediction by Spectral-Temporal Dislocation and Attention-Based Networks. - Yahui Xiu; Zhao Chen; Xinyang Pu; Haixia Bi; Feng Xu 001 (IGARSS, 2023)

Noise-Tolerant Unsupervised Classification for PolSAR Images Via Deep Clustering And Markov Random Field. - Sihan Yang; Haixia Bi; Xiaotian Wang; Danfeng Hong (IGARSS, 2023)

An active semi-supervised deep learning model for human activity recognition. - Haixia Bi; Miquel Perelló-Nieto; Raúl Santos-Rodríguez; Peter A. Flach; Ian Craddock (J. Ambient Intell. Humaniz. Comput., 2023)

An Infrared Small Target Detection Method Based on Attention Mechanism. - Xiaotian Wang; Ruitao Lu; Haixia Bi; Yuhai Li (Sensors, 2023)

Self-Distillation-Based Polarimetric Image Classification with Noisy and Sparse Labels. - Ningwei Wang; Haixia Bi; Fan Li 003; Chen Xu; Jinghuai Gao (Remote. Sens., 2023)

Diffusion-Based Generative Self-Supervised Model for Few-Shot PolSAR Image Classification. - Kang Liu; Zuzheng Kuang; Shirou Jing; Haixia Bi; Yaochen Li; Chen Xu (IGARSS, 2024)

Dual-Branch PolSAR Image Classification Based On Graphmae And Local Feature Extraction. - Yuchen Wang; Ziyi Guo; Haixia Bi; Danfeng Hong; Chen Xu (IGARSS, 2024)

SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical Images. - Sihan Yang; Haixia Bi; Hai Zhang; Jian Sun 009 (CoRR, 2024)

A Survey on Deep Learning for Few-Shot PolSAR Image Classification. - Ningwei Wang; Weiqiang Jin; Haixia Bi; Chen Xu; Jinghuai Gao (Remote. Sens., 2024)

Rank Learning Based Full-Resolution Quality Evaluation Method for Pansharpened Images. - Xiaodi Guan; Fan Li 003; Haixia Bi; Lijiao Gong (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Cross-Attention-Driven Adaptive Graph Relational Network for Multilabel Remote Sensing Scene Classification. - Haixia Bi; Honghao Chang; Xiaotian Wang; Danfeng Hong (IEEE Trans. Geosci. Remote. Sens., 2024)

Deep Symmetric Fusion Transformer for Multimodal Remote Sensing Data Classification. - Honghao Chang; Haixia Bi; Fan Li 003; Chen Xu; Jocelyn Chanussot; Danfeng Hong (IEEE Trans. Geosci. Remote. Sens., 2024)

Polarimetry-Inspired Contrastive Learning for Class-Imbalanced PolSAR Image Classification. - Zuzheng Kuang; Haixia Bi; Fan Li 003; Chen Xu; Jian Sun 009 (IEEE Trans. Geosci. Remote. Sens., 2024)

Learning with noisy labels via Mamba and entropy KNN framework. - Ningwei Wang; Weiqiang Jin; Shirou Jing; Haixia Bi; Guang Yang 006 (Appl. Soft Comput., 2025)

Unsupervised and Unpaired Fusion-Based Hyperspectral Image Super-Resolution Based on Reflectance Migration. - Wei Liu; Haixia Bi; Xuehu Zhu; Chen Xu; Bin Pan (IEEE Trans. Geosci. Remote. Sens., 2025)

EDADet: Encoder-Decoder Domain Augmented Alignment Detector for Tiny Objects in Remote Sensing Images. - Wenguang Tao; Xiaotian Wang; Tian Yan; Haixia Bi; Jie Yan (IEEE Trans. Geosci. Remote. Sens., 2025)

ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image Classification. - Zuzheng Kuang; Haixia Bi; Chen Xu; Jian Sun 009 (CoRR, 2025)

MedSAM-CA: A CNN-Augmented ViT with Attention-Enhanced Multi-Scale Fusion for Medical Image Segmentation. - Peiting Tian; Xi Chen; Haixia Bi; Fan Li 003 (CoRR, 2025)

IDEAL: Independent domain embedding augmentation learning. - Zelin Yang; Lin Xu; Shiyang Yan; Haixia Bi; Fan Li 003 (Pattern Recognit., 2026)