Xiaoling Hu

68 papers A* 11A 1C 1Misc 1Journal 41Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Act Like a Pathologist: Tissue-Aware Whole Slide Image Reasoning.
CoRR
Wentao Huang, Weimin Lyu, Peiliang Lou, Qingqiao Hu, Xiaoling Hu, Shahira Abousamra, Wenchao Han, Ruifeng Guo, Jiawei Zhou, Chao Chen, Chen Wang
2026 J jnl
Improving Neuropathological Reconstruction Fidelity via AI Slice Imputation.
CoRR
Marina Crespo Aguirre, Jonathan Williams Ramirez, Dina Zemlyanker, Xiaoling Hu, Lucas J. Deden-Binder, Rogeny Herisse, Mark Montine, Theresa R. Connors, Christopher Mount, Christine L. MacDonald, C. Dirk Keene, Caitlin Latimer, Derek H. Oakley, Bradley T. Hyman, Ana Lawry Aguila, Juan Eugenio Iglesias
2026 — ed.
Reconstruction and Imaging Motion Estimation, and Graphs in Biomedical Image Analysis - First International Workshop, RIME 2025, and 7th International Workshop, GRAIL 2025, Daejeon, South Korea, September 27, 2025, Proceedings
GRAIL/RIME@MICCAI
Lina Felsner, Thomas Küstner, Andreas Maier, Chen Qin, Seyed-Ahmad Ahmadi, Anees Kazi, Xiaoling Hu
2026 J jnl
Text-Driven Weakly Supervised OCT Lesion Segmentation With Structural Guidance.
IEEE J. Biomed. Health Informatics
Jiaqi Yang, Nitish Mehta, Xiaoling Hu, Chao Chen, Chia-Ling Tsai
2026 J jnl
Topo-R1: Detecting Topological Anomalies via Vision-Language Models.
CoRR
Meilong Xu, Qingqiao Hu, Xiaoling Hu, Shahira Abousamra, Xin Yu, Weimin Lyu, Kehan Qi, Dimitris Samaras, Chao Chen
2025 J jnl
A Modality-agnostic Multi-task Foundation Model for Human Brain Imaging.
CoRR
Peirong Liu, Oula Puonti, Xiaoling Hu, Karthik Gopinath, Annabel Sorby-Adams, Daniel C. Alexander, W. Taylor Kimberly, Juan Eugenio Iglesias
2025 J jnl
Biomedical Foundation Model: A Survey.
CoRR
Xiangrui Liu, Yuanyuan Zhang, Yingzhou Lu, Changchang Yin, Xiaoling Hu, Xiaoou Liu, Lulu Chen, Sheng Wang, Alexander Rodriguez, Huaxiu Yao, Yezhou Yang, Ping Zhang, Jintai Chen, Tianfan Fu, Xiao Wang
2025 J jnl
Bézier Meets Diffusion: Robust Generation Across Domains for Medical Image Segmentation.
CoRR
Chen Li, Meilong Xu, Xiaoling Hu, Weimin Lyu, Chao Chen
2025 A* conf
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging.
ICLR
Xiaoling Hu, Karthik Gopinath, Peirong Liu, Malte Hoffmann, Koen Van Leemput, Oula Puonti, Juan Eugenio Iglesias
2025 J jnl
LoC-Path: Learning to Compress for Pathology Multimodal Large Language Models.
CoRR
Qingqiao Hu, Weimin Lyu, Meilong Xu, Kehan Qi, Xiaoling Hu, Saumya Gupta, Jiawei Zhou, Chao Chen
2025 J jnl
MATCH: Multi-faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation.
CoRR
Meilong Xu, Xiaoling Hu, Shahira Abousamra, Chen Li, Chao Chen
2025 J jnl
RB-FT: Rationale-Bootstrapped Fine-Tuning for Video Classification.
CoRR
Meilong Xu, Di Fu, Jiaxing Zhang, Gong Yu, Jiayu Zheng, Xiaoling Hu, Dongdi Zhao, Feiyang Li, Chao Chen, Yong Cao
2025 J jnl
Scalable Segmentation for Ultra-High-Resolution Brain MR Images.
CoRR
Xiaoling Hu, Peirong Liu, Dina Zemlyanker, Jonathan Williams Ramirez, Oula Puonti, Juan Eugenio Iglesias
2025 J jnl
Test-time Uncertainty Estimation for Medical Image Registration via Transformation Equivariance.
CoRR
Lin Tian, Xiaoling Hu, Juan Eugenio Iglesias
2025 A* conf
TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model.
CVPR
Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen
2025 — ed.
Topology- and Graph-Informed Imaging Informatics - First International Workshop, TGI3 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings
TGI3@MICCAI
Chao Chen, Yash Singh, Xiaoling Hu
2024 J jnl
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation.
CoRR
Jiaqi Yang, Nitish Mehta, Xiaoling Hu, Chao Chen, Chia-Ling Tsai
2024 J jnl
Adversarial Vessel-Unveiling Semi-Supervised Segmentation for Retinopathy of Prematurity Diagnosis.
CoRR
Gözde Merve Demirci, Jiachen Yao, Ming-Chih Ho, Xiaoling Hu, Wei-Chi Wu, Chao Chen, Chia-Ling Tsai
2024 J jnl
Anomaly-guided weakly supervised lesion segmentation on retinal OCT images.
Medical Image Anal.
Jiaqi Yang, Nitish Mehta, Gözde Merve Demirci, Xiaoling Hu, Meera S. Ramakrishnan, Mina Naguib, Chao Chen, Chia-Ling Tsai
2024 — conf
Brain-ID: Learning Contrast-Agnostic Anatomical Representations for Brain Imaging.
ECCV (12)
Peirong Liu, Oula Puonti, Xiaoling Hu, Daniel C. Alexander, Juan Eugenio Iglesias
2024 — conf
Hard Negative Sample Mining for Whole Slide Image Classification.
MICCAI (4)
Wentao Huang, Xiaoling Hu, Shahira Abousamra, Prateek Prasanna, Chao Chen
2024 J jnl
Hard Negative Sample Mining for Whole Slide Image Classification.
CoRR
Wentao Huang, Xiaoling Hu, Shahira Abousamra, Prateek Prasanna, Chao Chen
2024 J jnl
Hierarchical uncertainty estimation for learning-based registration in neuroimaging.
CoRR
Xiaoling Hu, Karthik Gopinath, Peirong Liu, Malte Hoffmann, Koen Van Leemput, Oula Puonti, Juan Eugenio Iglesias
2024 J jnl
Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients.
CoRR
Xiaoling Hu, Oula Puonti, Juan Eugenio Iglesias, Bruce Fischl, Yaël Balbastre
2024 J jnl
Learning Topological Representations for Deep Image Understanding.
CoRR
Xiaoling Hu
2024 — conf
P-Count: Persistence-Based Counting of White Matter Hyperintensities in Brain MRI.
TGI3@MICCAI
Xiaoling Hu, Annabel Sorby-Adams, Frederik Barkhof, W. Taylor Kimberly, Oula Puonti, Juan Eugenio Iglesias
2024 J jnl
P-Count: Persistence-based Counting of White Matter Hyperintensities in Brain MRI.
CoRR
Xiaoling Hu, Annabel Sorby-Adams, Frederik Barkhof, W. Taylor Kimberly, Oula Puonti, Juan Eugenio Iglesias
2024 J jnl
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency.
CoRR
Wentao Huang, Meilong Xu, Xiaoling Hu, Shahira Abousamra, Aniruddha Ganguly, Saarthak Kapse, Alisa Yurovsky, Prateek Prasanna, Tahsin M. Kurç, Joel H. Saltz, Michael L. Miller, Chao Chen
2024 — conf
Registration by Regression (RbR): A Framework for Interpretable and Flexible Atlas Registration.
WBIR
Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias
2024 J jnl
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration.
CoRR
Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias
2024 J jnl
Semi-Supervised Contrastive VAE for Disentanglement of Digital Pathology Images.
CoRR
Mahmudul Hasan, Xiaoling Hu, Shahira Abousamra, Prateek Prasanna, Joel H. Saltz, Chao Chen
2024 — conf
Semi-supervised Contrastive VAE for Disentanglement of Digital Pathology Images.
MICCAI (4)
Mahmudul Hasan, Xiaoling Hu, Shahira Abousamra, Prateek Prasanna, Joel H. Saltz, Chao Chen
2024 — conf
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency.
ECCV (78)
Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen
2024 — conf
Spatial Diffusion for Cell Layout Generation.
MICCAI (4)
Chen Li, Xiaoling Hu, Shahira Abousamra, Meilong Xu, Chao Chen
2024 J jnl
Spatial Diffusion for Cell Layout Generation.
CoRR
Chen Li, Xiaoling Hu, Shahira Abousamra, Meilong Xu, Chao Chen
2024 J jnl
TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model.
CoRR
Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen
2023 J jnl
Brain-ID: Learning Robust Feature Representations for Brain Imaging.
CoRR
Peirong Liu, Oula Puonti, Xiaoling Hu, Daniel C. Alexander, Juan Eugenio Iglesias
2023 A* conf
Calibrating Uncertainty for Semi-Supervised Crowd Counting.
ICCV
Chen Li, Xiaoling Hu, Shahira Abousamra, Chao Chen
2023 J jnl
Calibrating Uncertainty for Semi-Supervised Crowd Counting.
CoRR
Chen Li, Xiaoling Hu, Shahira Abousamra, Chao Chen
2023 A* conf
Confidence Estimation Using Unlabeled Data.
ICLR
Chen Li, Xiaoling Hu, Chao Chen
2023 J jnl
Confidence Estimation Using Unlabeled Data.
CoRR
Chen Li, Xiaoling Hu, Chao Chen
2023 J jnl
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation.
CoRR
Aishik Konwer, Xiaoling Hu, Xuan Xu, Joseph Bae, Chao Chen, Prateek Prasanna
2023 A* conf
Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor Segmentation.
ICCV
Aishik Konwer, Xiaoling Hu, Joseph Bae, Xuan Xu, Chao Chen, Prateek Prasanna
2023 A* conf
Learning Probabilistic Topological Representations Using Discrete Morse Theory.
ICLR
Xiaoling Hu, Dimitris Samaras, Chao Chen
2023 J jnl
Manifold-driven decomposition for adversarial robustness.
Frontiers Comput. Sci.
Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Yi Yao, Mayank Goswami, Chao Chen, Dimitris N. Metaxas
2023 J jnl
TopoSemiSeg: Enforcing Topological Consistency for Semi-Supervised Segmentation of Histopathology Images.
CoRR
Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen
2023 A* conf
Topology-Aware Uncertainty for Image Segmentation.
NeurIPS
Saumya Gupta, Yikai Zhang, Xiaoling Hu, Prateek Prasanna, Chao Chen
2023 J jnl
Topology-Aware Uncertainty for Image Segmentation.
CoRR
Saumya Gupta, Yikai Zhang, Xiaoling Hu, Prateek Prasanna, Chao Chen
2022 A conf
A Manifold View of Adversarial Risk.
AISTATS
Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Mayank Goswami, Chao Chen, Dimitris N. Metaxas
2022 J jnl
A Manifold View of Adversarial Risk.
CoRR
Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Mayank Goswami, Chao Chen, Dimitris N. Metaxas
2022 J jnl
A Topology-Attention ConvLSTM Network and Its Application to EM Images.
CoRR
Jiaqi Yang, Xiaoling Hu, Chao Chen, Chialing Tsai
2022 J jnl
Deep Statistic Shape Model for Myocardium Segmentation.
CoRR
Xiaoling Hu, Xiao Chen, Yikang Liu, Eric Z. Chen, Terrence Chen, Shanhui Sun
2022 J jnl
Learning Probabilistic Structural Representation for Biomedical Image Segmentation.
CoRR
Xiaoling Hu, Dimitris Samaras, Chao Chen
2022 — conf
Learning Topological Interactions for Multi-Class Medical Image Segmentation.
ECCV (29)
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen
2022 J jnl
Learning Topological Interactions for Multi-Class Medical Image Segmentation.
CoRR
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen
2022 A* conf
Structure-Aware Image Segmentation with Homotopy Warping.
NeurIPS
Xiaoling Hu
2022 A* conf
Trigger Hunting with a Topological Prior for Trojan Detection.
ICLR
Xiaoling Hu, Xiao Lin, Michael Cogswell, Yi Yao, Susmit Jha, Chao Chen
2021 — conf
3D Topology-Preserving Segmentation with Compound Multi-Slice Representation.
ISBI
Jiaqi Yang, Xiaoling Hu, Chao Chen, Chialing Tsai
2021 — conf
A Topological-Attention ConvLSTM Network and Its Application to EM Images.
MICCAI (1)
Jiaqi Yang, Xiaoling Hu, Chao Chen, Chialing Tsai
2021 J jnl
Image Segmentation with Homotopy Warping.
CoRR
Xiaoling Hu, Chao Chen
2021 A* conf
Topology-Aware Segmentation Using Discrete Morse Theory.
ICLR
Xiaoling Hu, Yusu Wang, Fuxin Li, Dimitris Samaras, Chao Chen
2021 J jnl
Topology-Aware Segmentation Using Discrete Morse Theory.
CoRR
Xiaoling Hu, Yusu Wang, Fuxin Li, Dimitris Samaras, Chao Chen
2021 J jnl
Trigger Hunting with a Topological Prior for Trojan Detection.
CoRR
Xiaoling Hu, Xiao Lin, Michael Cogswell, Yi Yao, Susmit Jha, Chao Chen
2019 A* conf
Topology-Preserving Deep Image Segmentation.
NeurIPS
Xiaoling Hu, Fuxin Li, Dimitris Samaras, Chao Chen
2019 J jnl
Topology-Preserving Deep Image Segmentation.
CoRR
Xiaoling Hu, Fuxin Li, Dimitris Samaras, Chao Chen
2016 — conf
Dump Truck Recognition Based on SCPSR in Videos.
CCPR (2)
Wenming Yang, Xiaoling Hu, Riqiang Gao, Qingmin Liao
2016 Misc conf
Saliency detection based on integration of central bias, reweighting and multi-scale for superpixels.
ICASSP
Xiaoling Hu, Wenming Yang, Fei Zhou, Qingmin Liao
2016 C conf
Two-stage patch-based sparse multi-value descriptor for face recognition.
VCIP
Riqiang Gao, Wenming Yang, Xiaoling Hu, Qingmin Liao