Neural varifolds: an aggregate representation for quantifying the geometry of point clouds - Juheon Lee; Xiaohao Cai; Carola-Bibiane Schönlieb; Simon Masnou (Trans. Mach. Learn. Res., 2025)

GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection - Lingzhi Shen; Yunfei Long; Xiaohao Cai; Imran Razzak; Guanming Chen; Kang Liu; Shoaib Jameel (Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025, 2025)

tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image Segmentation - Guanghua He; Wangang Cheng; Hancan Zhu; Xiaohao Cai; Gaohang Yu (CoRR, 2025)

Concept-Based Explainable Artificial Intelligence: Metrics and Benchmarks - Halil Ibrahim Aysel; Xiaohao Cai; Adam Prügel-Bennett (CoRR, 2025)

LL4G: Self-Supervised Dynamic Optimization for Graph-Based Personality Detection - Lingzhi Shen; Yunfei Long; Xiaohao Cai; Guanming Chen; Yuhan Wang; Imran Razzak; Shoaib Jameel (CoRR, 2025)

CornerPoint3D: Look at the Nearest Corner Instead of the Center - Ruixiao Zhang; Runwei Guan; Xiangyu Chen; Adam Prügel-Bennett; Xiaohao Cai (CoRR, 2025)

Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection - Lingzhi Shen; Yunfei Long; Xiaohao Cai; Guanming Chen; Imran Razzak; Shoaib Jameel (CoRR, 2025)

MOGO: Residual Quantized Hierarchical Causal Transformer for High-Quality and Real-Time 3D Human Motion Generation - Dongjie Fu; Tengjiao Sun; Pengcheng Fang; Xiaohao Cai; Hansung Kim (CoRR, 2025)

Discrepancy-based diffusion models for lesion detection in brain MRI - Keqiang Fan; Xiaohao Cai; Mahesan Niranjan (Comput. Biol. Medicine, 2024)

Editorial: Segmentation and classification: theories, algorithms and applications - Xiaohao Cai; Youwei Wen; Jianming Liang (Frontiers Comput. Sci., 2024)

Non-negative subspace feature representation for few-shot learning in medical imaging - Keqiang Fan; Xiaohao Cai; Mahesan Niranjan (Image Vis. Comput., 2024)

3D orientation field transform - Wai-Tsun Yeung; Xiaohao Cai; Zizhen Liang; Byung-Ho Kang (Pattern Anal. Appl., 2024)

Multilevel Explainable Artificial Intelligence: Visual and Linguistic Bonded Explanations - Halil Ibrahim Aysel; Xiaohao Cai; Adam Prügel-Bennett (IEEE Trans. Artif. Intell., 2024)

Detect Closer Surfaces That Can be Seen: New Modeling and Evaluation in Cross-Domain 3D Object Detection - Ruixiao Zhang; Yihong Wu; Juheon Lee; Xiaohao Cai; Adam Prügel-Bennett (ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), 2024)

Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging - Keqiang Fan; Xiaohao Cai; Mahesan Niranjan (CoRR, 2024)

Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI - Keqiang Fan; Xiaohao Cai; Mahesan Niranjan (CoRR, 2024)

Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension - Runwei Guan; Ruixiao Zhang; Ningwei Ouyang; Jianan Liu; Ka Lok Man; Xiaohao Cai; Ming Xu; Jeremy S. Smith; Eng Gee Lim; Yutao Yue; Hui Xiong (CoRR, 2024)

Detect Closer Surfaces that can be Seen: New Modeling and Evaluation in Cross-domain 3D Object Detection - Ruixiao Zhang; Yihong Wu; Juheon Lee; Adam Prügel-Bennett; Xiaohao Cai (CoRR, 2024)

Neural varifolds: an aggregate representation for quantifying the geometry of point clouds - Juheon Lee; Xiaohao Cai; Carola-Bibiane Schönlieb; Simon Masnou (CoRR, 2024)

RNNs, CNNs and Transformers in Human Action Recognition: A Survey and A Hybrid Model - Khaled Alomar; Halil Ibrahim Aysel; Xiaohao Cai (CoRR, 2024)

Revisiting Cross-Domain Problem for LiDAR-based 3D Object Detection - Ruixiao Zhang; Juheon Lee; Xiaohao Cai; Adam Prügel-Bennett (CoRR, 2024)

GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection - Lingzhi Shen; Yunfei Long; Xiaohao Cai; Imran Razzak; Guanming Chen; Kang Liu; Shoaib Jameel (CoRR, 2024)

Robust Bayesian attention belief network for radar work mode recognition - Mingyang Du; Ping Zhong; Xiaohao Cai; Daping Bi; Aiqi Jing (Digit. Signal Process., 2023)

Data Augmentation in Classification and Segmentation: A Survey and New Strategies - Khaled Alomar; Halil Ibrahim Aysel; Xiaohao Cai (J. Imaging, 2023)

Practical Sketching Algorithms for Low-Rank Tucker Approximation of Large Tensors - Wandi Dong; Gaohang Yu; Liqun Qi; Xiaohao Cai (J. Sci. Comput., 2023)

Remote Sensing Image Ship Matching Utilising Line Features for Resource-Limited Satellites - Leyang Li; Guixing Cao; Jun Liu; Xiaohao Cai (Sensors, 2023)

A Bilevel Formalism for the Peer-Reviewing Problem - Gennaro Auricchio; Ruixiao Zhang; Jie Zhang; Xiaohao Cai (ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023), 2023)

TransNet: A Transfer Learning-Based Network for Human Action Recognition - Khaled Alomar; Xiaohao Cai (International Conference on Machine Learning and Applications, ICMLA 2023, Jacksonville, FL, USA, December 15-17, 2023, 2023)

IIHT: Medical Report Generation with Image-to-Indicator Hierarchical Transformer - Keqiang Fan; Xiaohao Cai; Mahesan Niranjan (Neural Information Processing - 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Proceedings, Part VI, 2023)

Practical Sketching Algorithms for Low-Rank Tucker Approximation of Large Tensors - Wandi Dong; Gaohang Yu; Liqun Qi; Xiaohao Cai (CoRR, 2023)

GO-LDA: Generalised Optimal Linear Discriminant Analysis - Jiahui Liu; Xiaohao Cai; Mahesan Niranjan (CoRR, 2023)

Semantic Segmentation by Semantic Proportions - Halil Ibrahim Aysel; Xiaohao Cai; Adam Prügel-Bennett (CoRR, 2023)

Few-shot Learning for Inference in Medical Imaging with Subspace Feature Representations - Jiahui Liu; Keqiang Fan; Xiaohao Cai; Mahesan Niranjan (CoRR, 2023)

A Bilevel Formalism for the Peer-Reviewing Problem - Gennaro Auricchio; Ruixiao Zhang; Jie Zhang; Xiaohao Cai (CoRR, 2023)

A Randomized Block Krylov Method for Tensor Train Approximation - Gaohang Yu; Jinhong Feng; Zhongming Chen; Xiaohao Cai; Liqun Qi (CoRR, 2023)

IIHT: Medical Report Generation with Image-to-Indicator Hierarchical Transformer - Keqiang Fan; Xiaohao Cai; Mahesan Niranjan (CoRR, 2023)

TransNet: A Transfer Learning-Based Network for Human Action Recognition - Khaled Alomar; Xiaohao Cai (CoRR, 2023)

Thinking Outside the Box: Orthogonal Approach to Equalizing Protected Attributes - Jiahui Liu; Xiaohao Cai; Mahesan Niranjan (CoRR, 2023)

Proximal nested sampling for high-dimensional Bayesian model selection - Xiaohao Cai; Jason D. McEwen; Marcelo Pereyra (Stat. Comput., 2022)

DNCNet: Deep Radar Signal Denoising and Recognition - Mingyang Du; Ping Zhong; Xiaohao Cai; Daping Bi (IEEE Trans. Aerosp. Electron. Syst., 2022)

Balanced neural architecture search and optimization for specific emitter identification - Mingyang Du; Ping Zhong; Xiaohao Cai; Daping Bi; Zhifei Li (12th IEEE International Conference on RFID Technology and Applications, RFID-TA 2022, Cagliari, Italy, September 12-14, 2022, 2022)

Balanced Neural Architecture Search and Its Application in Specific Emitter Identification - Mingyang Du; Xikai He; Xiaohao Cai; Daping Bi (IEEE Trans. Signal Process., 2021)

Deep Rectum Segmentation for Image Guided Radiation Therapy with Synthetic Data - Dimitrios Mallios; Xiaohao Cai (29th European Signal Processing Conference, EUSIPCO 2021, Dublin, Ireland, August 23-27, 2021, 2021)

Wavelet-based segmentation on the sphere - Xiaohao Cai; Christopher G. R. Wallis; Jennifer Y. H. Chan; Jason D. McEwen (Pattern Recognit., 2020)

3D Segmentation of Trees Through a Flexible Multiclass Graph Cut Algorithm - Jonathan Williams; Carola-Bibiane Schönlieb; Tom Swinfield; Juheon Lee; Xiaohao Cai; Lan Qie; David A. Coomes (IEEE Trans. Geosci. Remote. Sens., 2020)

3D Orientation Field Transform - Wai-Tsun Yeung; Xiaohao Cai; Zizhen Liang; Byung-Ho Kang (CoRR, 2020)

Linkage Between Piecewise Constant Mumford-Shah Model and Rudin-Osher-Fatemi Model and Its Virtue in Image Segmentation - Xiaohao Cai; Raymond H. Chan; Carola-Bibiane Schönlieb; Gabriele Steidl; Tieyong Zeng (SIAM J. Sci. Comput., 2019)

Quantifying Uncertainty in High Dimensional Inverse Problems by Convex Optimisation - Xiaohao Cai; Marcelo Pereyra; Jason D. McEwen (27th European Signal Processing Conference, EUSIPCO 2019, A Coruña, Spain, September 2-6, 2019, 2019)

Three-dimensional Segmentation of Trees Through a Flexible Multi-Class Graph Cut Algorithm (MCGC) - Jonathan V. Williams; Carola-Bibiane Schönlieb; Tom Swinfield; Juheon Lee; Xiaohao Cai; Lan Qie; David A. Coomes (CoRR, 2019)

A Two-stage Classification Method for High-dimensional Data and Point Clouds - Xiaohao Cai; Raymond H. Chan; Xiaoyu Xie; Tieyong Zeng (CoRR, 2019)

Linkage between Piecewise Constant Mumford-Shah model and ROF model and its virtue in image segmentation - Xiaohao Cai; Raymond H. Chan; Carola-Bibiane Schönlieb; Gabriele Steidl; Tieyong Zeng (CoRR, 2018)

Variational-based segmentation of bio-pores in tomographic images - Benjamin Bauer; Xiaohao Cai; Stephan Peth; Katja Schladitz; Gabriele Steidl (Comput. Geosci., 2017)

A Three-Stage Approach for Segmenting Degraded Color Images: Smoothing, Lifting and Thresholding (SLaT) - Xiaohao Cai; Raymond H. Chan; Mila Nikolova; Tieyong Zeng (J. Sci. Comput., 2017)

A graph cut approach to 3D tree delineation, using integrated airborne LiDAR and hyperspectral imagery - Juheon Lee; David Coomes; Carola-Bibiane Schönlieb; Xiaohao Cai; Jan Lellmann; Michele Dalponte; Yadvinder Malhi; Nathalie Butt; Mike Morecroft (CoRR, 2017)

Uncertainty quantification for radio interferometric imaging: I. proximal MCMC methods - Xiaohao Cai; Marcelo Pereyra; Jason D. McEwen (CoRR, 2017)

Uncertainty quantification for radio interferometric imaging: II. MAP estimation - Xiaohao Cai; Marcelo Pereyra; Jason D. McEwen (CoRR, 2017)

Online radio interferometric imaging: assimilating and discarding visibilities on arrival - Xiaohao Cai; Luke Pratley; Jason D. McEwen (CoRR, 2017)

Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA - Juheon Lee; Xiaohao Cai; Jan Lellmann; Michele Dalponte; Yadvinder Malhi; Nathalie Butt; Mike Morecroft; Carola-Bibiane Schönlieb; David A. Coomes (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Wavelet-Based Segmentation on the Sphere - Xiaohao Cai; Christopher G. R. Wallis; Jennifer Y. H. Chan; Jason D. McEwen (CoRR, 2016)

Variational image segmentation model coupled with image restoration achievements - Xiaohao Cai (Pattern Recognit., 2015)

Nonparametric Image Registration of Airborne LiDAR, Hyperspectral and Photographic Imagery of Wooded Landscapes - Juheon Lee; Xiaohao Cai; Carola-Bibiane Schönlieb; David Coomes (IEEE Trans. Geosci. Remote. Sens., 2015)

Mapping individual trees from airborne multi-sensor imagery - Juheon Lee; Xiaohao Cai; Carola-Bibiane Schönlieb; David Coomes (2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015, Milan, Italy, July 26-31, 2015, 2015)

A Three-stage Approach for Segmenting Degraded Color Images: Smoothing, Lifting and Thresholding (SLaT) - Xiaohao Cai; Raymond H. Chan; Mila Nikolova; Tieyong Zeng (CoRR, 2015)

Variational Image Segmentation Model Coupled with Image Restoration Achievements - Xiaohao Cai (CoRR, 2014)

Non-parametric Image Registration of Airborne LiDAR, Hyperspectral and Photographic Imagery of Forests - Juheon Lee; Xiaohao Cai; Carola-Bibiane Schönlieb; David Coomes (CoRR, 2014)

A Two-Stage Image Segmentation Method Using a Convex Variant of the Mumford-Shah Model and Thresholding - Xiaohao Cai; Raymond H. Chan; Tieyong Zeng (SIAM J. Imaging Sci., 2013)

Vessel Segmentation in Medical Imaging Using a Tight-Frame-Based Algorithm - Xiaohao Cai; Raymond H. Chan; Serena Morigi; Fiorella Sgallari (SIAM J. Imaging Sci., 2013)

Multiclass Segmentation by Iterated ROF Thresholding - Xiaohao Cai; Gabriele Steidl (Energy Minimization Methods in Computer Vision and Pattern Recognition - 9th International Conference, EMMCVPR 2013, Lund, Sweden, August 19-21, 2013. Proceedings, 2013)

Framelet-Based Algorithm for Segmentation of Tubular Structures - Xiaohao Cai; Raymond H. Chan; Serena Morigi; Fiorella Sgallari (Scale Space and Variational Methods in Computer Vision - Third International Conference, SSVM 2011, Ein-Gedi, Israel, May 29 - June 2, 2011, Revised Selected Papers, 2011)

Vessel Segmentation in Medical Imaging Using a Tight-Frame Based Algorithm - Xiaohao Cai; Raymond H. Chan; Serena Morigi; Fiorella Sgallari (CoRR, 2011)