Dump Truck Recognition Based on SCPSR in Videos. - Wenming Yang; Xiaoling Hu 002; Riqiang Gao; Qingmin Liao (CCPR (2), 2016)

Saliency detection based on integration of central bias, reweighting and multi-scale for superpixels. - Xiaoling Hu 002; Wenming Yang; Fei Zhou 001; Qingmin Liao (ICASSP, 2016)

Two-stage patch-based sparse multi-value descriptor for face recognition. - Riqiang Gao; Wenming Yang; Xiaoling Hu 002; Qingmin Liao (VCIP, 2016)

Topology-Preserving Deep Image Segmentation. - Xiaoling Hu 002; Fuxin Li; Dimitris Samaras; Chao Chen 012 (NeurIPS, 2019)

Topology-Aware Segmentation Using Discrete Morse Theory. - Xiaoling Hu 002; Yusu Wang 001; Fuxin Li; Dimitris Samaras; Chao Chen 012 (ICLR, 2021)

3D Topology-Preserving Segmentation with Compound Multi-Slice Representation. - Jiaqi Yang 007; Xiaoling Hu 002; Chao Chen 012; Chialing Tsai (ISBI, 2021)

A Topological-Attention ConvLSTM Network and Its Application to EM Images. - Jiaqi Yang 007; Xiaoling Hu 002; Chao Chen 012; Chialing Tsai (MICCAI (1), 2021)

Image Segmentation with Homotopy Warping. - Xiaoling Hu 002; Chao Chen 012 (CoRR, 2021)

A Manifold View of Adversarial Risk. - Wenjia Zhang; Yikai Zhang 003; Xiaoling Hu 002; Mayank Goswami 001; Chao Chen 012; Dimitris N. Metaxas (AISTATS, 2022)

Learning Topological Interactions for Multi-Class Medical Image Segmentation. - Saumya Gupta; Xiaoling Hu 002; James Kaan; Michael Jin; Mutshipay Mpoy; Katherine Chung; Gagandeep Singh; Mary M. Saltz; Tahsin M. Kurç; Joel H. Saltz; Apostolos Tassiopoulos; Prateek Prasanna; et al. (ECCV (29), 2022)

Trigger Hunting with a Topological Prior for Trojan Detection. - Xiaoling Hu 002; Xiao Lin; Michael Cogswell; Yi Yao; Susmit Jha; Chao Chen 012 (ICLR, 2022)

Structure-Aware Image Segmentation with Homotopy Warping. - Xiaoling Hu 002 (NeurIPS, 2022)

A Topology-Attention ConvLSTM Network and Its Application to EM Images. - Jiaqi Yang 007; Xiaoling Hu 002; Chao Chen 012; Chialing Tsai (CoRR, 2022)

Learning Probabilistic Structural Representation for Biomedical Image Segmentation. - Xiaoling Hu 002; Dimitris Samaras; Chao Chen 012 (CoRR, 2022)

Deep Statistic Shape Model for Myocardium Segmentation. - Xiaoling Hu 002; Xiao Chen 013; Yikang Liu 001; Eric Z. Chen; Terrence Chen; Shanhui Sun (CoRR, 2022)

Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor Segmentation. - Aishik Konwer; Xiaoling Hu 002; Joseph Bae; Xuan Xu; Chao Chen 012; Prateek Prasanna (ICCV, 2023)

Calibrating Uncertainty for Semi-Supervised Crowd Counting. - Chen Li 045; Xiaoling Hu 002; Shahira Abousamra; Chao Chen 012 (ICCV, 2023)

Learning Probabilistic Topological Representations Using Discrete Morse Theory. - Xiaoling Hu 002; Dimitris Samaras; Chao Chen 012 (ICLR, 2023)

Confidence Estimation Using Unlabeled Data. - Chen Li 045; Xiaoling Hu 002; Chao Chen 012 (ICLR, 2023)

Topology-Aware Uncertainty for Image Segmentation. - Saumya Gupta; Yikai Zhang 003; Xiaoling Hu 002; Prateek Prasanna; Chao Chen 012 (NeurIPS, 2023)

TopoSemiSeg: Enforcing Topological Consistency for Semi-Supervised Segmentation of Histopathology Images. - Meilong Xu; Xiaoling Hu 002; Saumya Gupta; Shahira Abousamra; Chao Chen 012 (CoRR, 2023)

Brain-ID: Learning Robust Feature Representations for Brain Imaging. - Peirong Liu; Oula Puonti; Xiaoling Hu 002; Daniel C. Alexander; Juan Eugenio Iglesias (CoRR, 2023)

Manifold-driven decomposition for adversarial robustness. - Wenjia Zhang; Yikai Zhang 003; Xiaoling Hu 002; Yi Yao; Mayank Goswami 001; Chao Chen 012; Dimitris N. Metaxas (Frontiers Comput. Sci., 2023)

Brain-ID: Learning Contrast-Agnostic Anatomical Representations for Brain Imaging. - Peirong Liu; Oula Puonti; Xiaoling Hu 002; Daniel C. Alexander; Juan Eugenio Iglesias (ECCV (12), 2024)

Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency. - Meilong Xu; Xiaoling Hu 002; Saumya Gupta; Shahira Abousamra; Chao Chen 012 (ECCV (78), 2024)

Semi-supervised Contrastive VAE for Disentanglement of Digital Pathology Images. - Mahmudul Hasan 006; Xiaoling Hu 002; Shahira Abousamra; Prateek Prasanna; Joel H. Saltz; Chao Chen 012 (MICCAI (4), 2024)

P-Count: Persistence-Based Counting of White Matter Hyperintensities in Brain MRI. - Xiaoling Hu 002; Annabel Sorby-Adams; Frederik Barkhof; W. Taylor Kimberly; Oula Puonti; Juan Eugenio Iglesias (TGI3@MICCAI, 2024)

Hard Negative Sample Mining for Whole Slide Image Classification. - Wentao Huang; Xiaoling Hu 002; Shahira Abousamra; Prateek Prasanna; Chao Chen 012 (MICCAI (4), 2024)

Spatial Diffusion for Cell Layout Generation. - Chen Li 045; Xiaoling Hu 002; Shahira Abousamra; Meilong Xu; Chao Chen 012 (MICCAI (4), 2024)

Registration by Regression (RbR): A Framework for Interpretable and Flexible Atlas Registration. - Karthik Gopinath; Xiaoling Hu 002; Malte Hoffmann; Oula Puonti; Juan Eugenio Iglesias (WBIR, 2024)

Learning Topological Representations for Deep Image Understanding. - Xiaoling Hu 002 (CoRR, 2024)

Adversarial Vessel-Unveiling Semi-Supervised Segmentation for Retinopathy of Prematurity Diagnosis. - Gözde Merve Demirci; Jiachen Yao; Ming-Chih Ho; Xiaoling Hu 002; Wei-Chi Wu; Chao Chen 012; Chia-Ling Tsai (CoRR, 2024)

A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation. - Jiaqi Yang 007; Nitish Mehta; Xiaoling Hu 002; Chao Chen 012; Chia-Ling Tsai (CoRR, 2024)

RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency. - Wentao Huang; Meilong Xu; Xiaoling Hu 002; Shahira Abousamra; Aniruddha Ganguly; Saarthak Kapse; Alisa Yurovsky; Prateek Prasanna; Tahsin M. Kurç; Joel H. Saltz; Michael L. Miller; Chao Chen 012 (CoRR, 2024)

Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients. - Xiaoling Hu 002; Oula Puonti; Juan Eugenio Iglesias; Bruce Fischl; Yaël Balbastre (CoRR, 2024)

Anomaly-guided weakly supervised lesion segmentation on retinal OCT images. - Jiaqi Yang 007; Nitish Mehta; Gözde Merve Demirci; Xiaoling Hu 002; Meera S. Ramakrishnan; Mina Naguib; Chao Chen 012; Chia-Ling Tsai (Medical Image Anal., 2024)

TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model. - Meilong Xu; Saumya Gupta; Xiaoling Hu 002; Chen Li 045; Shahira Abousamra; Dimitris Samaras; Prateek Prasanna; Chao Chen 012 (CVPR, 2025)

Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging. - Xiaoling Hu 002; Karthik Gopinath; Peirong Liu; Malte Hoffmann; Koen Van Leemput; Oula Puonti; Juan Eugenio Iglesias (ICLR, 2025)

Scalable Segmentation for Ultra-High-Resolution Brain MR Images. - Xiaoling Hu 002; Peirong Liu; Dina Zemlyanker; Jonathan Williams Ramirez; Oula Puonti; Juan Eugenio Iglesias (CoRR, 2025)