Hu, Xiaoling

19 publications

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

ICCV 2025 Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation Xiaoling Hu, Xiangrui Zeng, Oula Puonti, Juan Eugenio Iglesias, Bruce Fischl, Yaël Balbastre

NeurIPS 2025 MATCH: Multi-Faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation Meilong Xu, Xiaoling Hu, Shahira Abousamra, Chen Li, Chao Chen

CVPR 2025 TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen

ECCV 2024 Brain-ID: Learning Contrast-Agnostic Anatomical Representations for Brain Imaging Peirong Liu, Oula Puonti, Xiaoling Hu, Daniel C. Alexander, Juan E. Iglesias

ECCV 2024 Semi-Supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen

ICMLW 2024 Training-Free Design of Augmentations with Data-Centric Principles Jieke Wu, Wei Huang, Mingyuan Bai, Xiaoling Hu, Yi Duan, Wuyang Chen

ICCV 2023 Calibrating Uncertainty for Semi-Supervised Crowd Counting Chen Li, Xiaoling Hu, Shahira Abousamra, Chao Chen

ICLR 2023 Confidence Estimation Using Unlabeled Data Chen Li, Xiaoling Hu, Chao Chen

ICCV 2023 Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation Aishik Konwer, Xiaoling Hu, Joseph Bae, Xuan Xu, Chao Chen, Prateek Prasanna

ICLR 2023 Learning Probabilistic Topological Representations Using Discrete Morse Theory Xiaoling Hu, Dimitris Samaras, Chao Chen

NeurIPSW 2023 Structure-Wise Uncertainty for Curvilinear Image Segmentation Saumya Gupta, Xiaoling Hu, Chao Chen

NeurIPS 2023 Topology-Aware Uncertainty for Image Segmentation Saumya Gupta, Yikai Zhang, Xiaoling Hu, Prateek Prasanna, Chao Chen

AISTATS 2022 A Manifold View of Adversarial Risk Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Mayank Goswami, Chao Chen, Dimitris N. Metaxas

ECCV 2022 Learning Topological Interactions for Multi-Class Medical Image Segmentation Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary Saltz, Tahsin Kurc, Joel Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen

NeurIPS 2022 Structure-Aware Image Segmentation with Homotopy Warping Xiaoling Hu

ICLR 2022 Trigger Hunting with a Topological Prior for Trojan Detection Xiaoling Hu, Xiao Lin, Michael Cogswell, Yi Yao, Susmit Jha, Chao Chen

ICLR 2021 Topology-Aware Segmentation Using Discrete Morse Theory Xiaoling Hu, Yusu Wang, Li Fuxin, Dimitris Samaras, Chao Chen

NeurIPS 2019 Topology-Preserving Deep Image Segmentation Xiaoling Hu, Fuxin Li, Dimitris Samaras, Chao Chen