Xiao Han

65 papers A* 11B 1Journal 38Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multimodal digital biopsy for preoperative prediction of occult peritoneal metastasis in gastric cancer.
npj Digit. Medicine
Sheng Chen, Ping'an Ding, Yihao Yang, Shuo Ma, Honghai Guo, Xiao Han, Jiaxuan Yang, Wenqian Ma, Ning Meng, Zhijia Xia, Xiaolong Li, Lilong Zhang, Yanlong Shi, Zhenjiang Guo, Kaixuan Gao, Renjun Gu, Hong Long, Lingjiao Meng, Qun Zhao
2025 A* conf
Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models.
AAAI
Fei Shen, Hu Ye, Sibo Liu, Jun Zhang, Cong Wang, Xiao Han, Yang Wei
2025 J jnl
PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer.
CoRR
Jingwen Ye, Yuze He, Yanning Zhou, Yiqin Zhu, Kaiwen Xiao, Yong-Jin Liu, Wei Yang, Xiao Han
2025 — conf
PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive transformer.
SIGGRAPH (Conference Paper Track)
Jingwen Ye, Yuze He, Yanning Zhou, Yiqin Zhu, Kaiwen Xiao, Yong-Jin Liu, Wei Yang, Xiao Han
2025 A* conf
StdGEN: Semantic-Decomposed 3D Character Generation from Single Images.
CVPR
Yuze He, Yanning Zhou, Wang Zhao, Zhongkai Wu, Kaiwen Xiao, Wei Yang, Yong-Jin Liu, Xiao Han
2024 A* conf
Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models.
ICLR
Fei Shen, Hu Ye, Jun Zhang, Cong Wang, Xiao Han, Yang Wei
2024 J jnl
Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models.
CoRR
Fei Shen, Hu Ye, Sibo Liu, Jun Zhang, Cong Wang, Xiao Han, Wei Yang
2024 J jnl
Ensembling Diffusion Models via Adaptive Feature Aggregation.
CoRR
Cong Wang, Kuan Tian, Yonghang Guan, Jun Zhang, Zhiwei Jiang, Fei Shen, Xiao Han, Qing Gu, Wei Yang
2024 — conf
SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training.
ACL (1)
Nan He, Weichen Xiong, Hanwen Liu, Yi Liao, Lei Ding, Kai Zhang, Guohua Tang, Xiao Han, Yang Wei
2024 J jnl
StdGEN: Semantic-Decomposed 3D Character Generation from Single Images.
CoRR
Yuze He, Yanning Zhou, Wang Zhao, Zhongkai Wu, Kaiwen Xiao, Wei Yang, Yong-Jin Liu, Xiao Han
2024 J jnl
V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation.
CoRR
Cong Wang, Kuan Tian, Jun Zhang, Yonghang Guan, Feng Luo, Fei Shen, Zhiwei Jiang, Qing Gu, Xiao Han, Wei Yang
2024 A* conf
VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation.
ICLR
Jinxi Xiang, Ricong Huang, Jun Zhang, Guanbin Li, Xiao Han, Yang Wei
2023 J jnl
A generalizable and robust deep learning algorithm for mitosis detection in multicenter breast histopathological images.
Medical Image Anal.
Xiyue Wang, Jun Zhang, Sen Yang, Jingxi Xiang, Feng Luo, Minghui Wang, Jing Zhang, Wei Yang, Junzhou Huang, Xiao Han
2023 J jnl
Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models.
CoRR
Fei Shen, Hu Ye, Jun Zhang, Cong Wang, Xiao Han, Wei Yang
2023 J jnl
Automatic diagnosis and grading of Prostate Cancer with weakly supervised learning on whole slide images.
Comput. Biol. Medicine
Jinxi Xiang, Xiyue Wang, Xinran Wang, Jun Zhang, Sen Yang, Wei Yang, Xiao Han, Yueping Liu
2023 J jnl
CLC-Net: Contextual and local collaborative network for lesion segmentation in diabetic retinopathy images.
Neurocomputing
Xiyue Wang, Yuqi Fang, Sen Yang, Delong Zhu, Minghui Wang, Jing Zhang, Jun Zhang, Jun Cheng, Kai-Yu Tong, Xiao Han
2023 A* conf
Dynamic Low-Rank Instance Adaptation for Universal Neural Image Compression.
ACM Multimedia
Yue Lv, Jinxi Xiang, Jun Zhang, Wenming Yang, Xiao Han, Wei Yang
2023 J jnl
Dynamic Low-Rank Instance Adaptation for Universal Neural Image Compression.
CoRR
Yue Lv, Jinxi Xiang, Jun Zhang, Wenming Yang, Xiao Han, Wei Yang
2023 J jnl
Effortless Cross-Platform Video Codec: A Codebook-Based Method.
CoRR
Kuan Tian, Yonghang Guan, Jinxi Xiang, Jun Zhang, Xiao Han, Wei Yang
2023 J jnl
Federated contrastive learning models for prostate cancer diagnosis and Gleason grading.
CoRR
Fei Kong, Jinxi Xiang, Xiyue Wang, Xinran Wang, Meng Yue, Jun Zhang, Sen Yang, Junhan Zhao, Xiao Han, Yuhan Dong, Yueping Liu
2023 J jnl
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.
CoRR
Hu Ye, Jun Zhang, Sibo Liu, Xiao Han, Wei Yang
2023 J jnl
Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of Experts And Frequency-augmented Decoder Approach.
CoRR
Feng Luo, Jinxi Xiang, Jun Zhang, Xiao Han, Wei Yang
2023 J jnl
Merging nucleus datasets by correlation-based cross-training.
Medical Image Anal.
Wenhua Zhang, Jun Zhang, Xiyue Wang, Sen Yang, Junzhou Huang, Wei Yang, Wenping Wang, Xiao Han
2023 J jnl
RLTF: Reinforcement Learning from Unit Test Feedback.
CoRR
Jiate Liu, Yiqin Zhu, Kaiwen Xiao, Qiang Fu, Xiao Han, Wei Yang, Deheng Ye
2023 J jnl
RLTF: Reinforcement Learning from Unit Test Feedback.
Trans. Mach. Learn. Res.
Jiate Liu, Yiqin Zhu, Kaiwen Xiao, Qiang Fu, Xiao Han, Wei Yang, Deheng Ye
2023 A* conf
RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning.
AAAI
Boxuan Zhao, Jun Zhang, Deheng Ye, Jian Cao, Xiao Han, Qiang Fu, Wei Yang
2023 J jnl
RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval.
Medical Image Anal.
Xiyue Wang, Yuexi Du, Sen Yang, Jun Zhang, Minghui Wang, Jing Zhang, Wei Yang, Junzhou Huang, Xiao Han
2023 A* conf
Towards Real-Time Neural Video Codec for Cross-Platform Application Using Calibration Information.
ACM Multimedia
Kuan Tian, Yonghang Guan, Jinxi Xiang, Jun Zhang, Xiao Han, Wei Yang
2023 J jnl
Towards Real-Time Neural Video Codec for Cross-Platform Application Using Calibration Information.
CoRR
Kuan Tian, Yonghang Guan, Jinxi Xiang, Jun Zhang, Xiao Han, Wei Yang
2022 J jnl
Automatic Segmentation of Pneumothorax in Chest Radiographs Based on a Two-Stage Deep Learning Method.
IEEE Trans. Cogn. Dev. Syst.
Xiyue Wang, Sen Yang, Jun Lan, Yuqi Fang, Jianhui He, Minghui Wang, Jing Zhang, Xiao Han
2022 J jnl
DeepNoise: Signal and Noise Disentanglement Based on Classifying Fluorescent Microscopy Images via Deep Learning.
Genom. Proteom. Bioinform.
Sen Yang, Tao Shen, Yuqi Fang, Xiyue Wang, Jun Zhang, Wei Yang, Junzhou Huang, Xiao Han
2022 J jnl
Knowledge-Based Representation Learning for Nucleus Instance Classification From Histopathological Images.
IEEE Trans. Medical Imaging
Wenhua Zhang, Jun Zhang, Sen Yang, Xiyue Wang, Wei Yang, Junzhou Huang, Wenping Wang, Xiao Han
2022 A* conf
Node-aligned Graph Convolutional Network for Whole-slide Image Representation and Classification.
CVPR
Yonghang Guan, Jun Zhang, Kuan Tian, Sen Yang, Pei Dong, Jinxi Xiang, Wei Yang, Junzhou Huang, Yuyao Zhang, Xiao Han
2022 J jnl
Pan-cancer computational histopathology reveals tumor mutational burden status through weakly-supervised deep learning.
CoRR
Siteng Chen, Jinxi Xiang, Xiyue Wang, Jun Zhang, Sen Yang, Junzhou Huang, Wei Yang, Junhua Zheng, Xiao Han
2022 J jnl
RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning.
CoRR
Boxuan Zhao, Jun Zhang, Deheng Ye, Jian Cao, Xiao Han, Qiang Fu, Wei Yang
2022 A* conf
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification.
NeurIPS
Xiyue Wang, Jinxi Xiang, Jun Zhang, Sen Yang, Zhongyi Yang, Ming-Hui Wang, Jing Zhang, Wei Yang, Junzhou Huang, Xiao Han
2022 J jnl
Transformer-based unsupervised contrastive learning for histopathological image classification.
Medical Image Anal.
Xiyue Wang, Sen Yang, Jun Zhang, Minghui Wang, Jing Zhang, Wei Yang, Junzhou Huang, Xiao Han
2021 J jnl
A hybrid network for automatic hepatocellular carcinoma segmentation in H&E-stained whole slide images.
Medical Image Anal.
Xiyue Wang, Yuqi Fang, Sen Yang, Delong Zhu, Minghui Wang, Jing Zhang, Kai-Yu Tong, Xiao Han
2021 J jnl
CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning.
CoRR
Xin Zhang, Zixuan Liu, Kaiwen Xiao, Tian Shen, Junzhou Huang, Wei Yang, Dimitris Samaras, Xiao Han
2021 A* conf
Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring.
AAAI
Zhen Chen, Jun Zhang, Shuanlong Che, Junzhou Huang, Xiao Han, Yixuan Yuan
2021 J jnl
Joint fully convolutional and graph convolutional networks for weakly-supervised segmentation of pathology images.
Medical Image Anal.
Jun Zhang, Zhiyuan Hua, Kezhou Yan, Kuan Tian, Jianhua Yao, Eryun Liu, Mingxia Liu, Xiao Han
2021 J jnl
Label Hierarchy Transition: Modeling Class Hierarchies to Enhance Deep Classifiers.
CoRR
Renzhen Wang, De Cai, Kaiwen Xiao, Xixi Jia, Xiao Han, Deyu Meng
2021 A* conf
Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels.
AAAI
Siqi Yang, Jun Zhang, Junzhou Huang, Brian C. Lovell, Xiao Han
2021 — conf
Retrospective on the SENSORIUM 2022 competition.
NeurIPS (Competition and Demos)
Konstantin F. Willeke, Paul G. Fahey, Mohammad Bashiri, Laura Hansel, Christoph Blessing, Konstantin-Klemens Lurz, Max F. Burg, Santiago A. Cadena, Zhiwei Ding, Kayla Ponder, Taliah Muhammad, Saumil S. Patel, Kaiwen Deng, Yuanfang Guan, Yiqin Zhu, Kaiwen Xiao, Xiao Han, Simone Azeglio, Ulisse Ferrari, Peter Neri, Olivier Marre, Adrian Hoffmann, Kirill Fedyanin, Kirill Vishniakov, Maxim Panov, Subash Prakash, Kishan Naik, Kantharaju Narayanappa, Alexander S. Ecker, Andreas S. Tolias, Fabian H. Sinz
2021 — conf
TransPath: Transformer-Based Self-supervised Learning for Histopathological Image Classification.
MICCAI (8)
Xiyue Wang, Sen Yang, Jun Zhang, Minghui Wang, Jing Zhang, Junzhou Huang, Wei Yang, Xiao Han
2020 — conf
Deep Active Learning for Breast Cancer Segmentation on Immunohistochemistry Images.
MICCAI (5)
Haocheng Shen, Kuan Tian, Pei Dong, Jun Zhang, Kezhou Yan, Shannon Che, Jianhua Yao, Pifu Luo, Xiao Han
2020 J jnl
Microscope Based HER2 Scoring System.
CoRR
Jun Zhang, Kuan Tian, Pei Dong, Haocheng Shen, Kezhou Yan, Jianhua Yao, Junzhou Huang, Xiao Han
2020 J jnl
New Boundary Constraint Loss to Facilitate Glands Segmentation.
J. Medical Imaging Health Informatics
Weijia Lu, Jianhua Yao, Xiao Han, Haocheng Shen
2020 — conf
Weakly-Supervised Nucleus Segmentation Based on Point Annotations: A Coarse-to-Fine Self-Stimulated Learning Strategy.
MICCAI (5)
Kuan Tian, Jun Zhang, Haocheng Shen, Kezhou Yan, Pei Dong, Jianhua Yao, Shannon Che, Pifu Luo, Xiao Han
2019 — conf
Efficient Mitosis Detection in Breast Cancer Histology Images by RCNN.
ISBI
De Cai, Xianhe Sun, Niyun Zhou, Xiao Han, Jianhua Yao
2019 — conf
Enhanced Cycle-Consistent Generative Adversarial Network for Color Normalization of H&E Stained Images.
MICCAI (1)
Niyun Zhou, De Cai, Xiao Han, Jianhua Yao
2019 — conf
From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation Network for Histopathology Cancer Image Classification.
MICCAI (1)
Yifan Zhang, Hanbo Chen, Ying Wei, Peilin Zhao, Jiezhang Cao, Xinjuan Fan, Xiaoying Lou, Hailing Liu, Jinlong Hou, Xiao Han, Jianhua Yao, Qingyao Wu, Mingkui Tan, Junzhou Huang
2019 — conf
Polyp Tracking in Video Colonoscopy Using Optical Flow With an On-The-Fly Trained CNN.
ISBI
He Zheng, Hanbo Chen, Junzhou Huang, XuZhi Li, Xiao Han, Jianhua Yao
2019 — conf
Rectified Cross-Entropy and Upper Transition Loss for Weakly Supervised Whole Slide Image Classifier.
MICCAI (1)
Hanbo Chen, Xiao Han, Xinjuan Fan, Xiaoying Lou, Hailing Liu, Junzhou Huang, Jianhua Yao
2019 — conf
SK-Unet: An Improved U-Net Model with Selective Kernel for the Segmentation of Multi-sequence Cardiac MR.
STACOM@MICCAI
Xiyue Wang, Sen Yang, Mingxuan Tang, Yunpeng Wei, Xiao Han, Ling He, Jing Zhang
2019 J jnl
The Liver Tumor Segmentation Benchmark (LiTS).
CoRR
Patrick Bilic, Patrick Ferdinand Christ, Eugene Vorontsov, Grzegorz Chlebus, Hao Chen, Qi Dou, Chi-Wing Fu, Xiao Han, Pheng-Ann Heng, Jürgen Hesser, Samuel Kadoury, Tomasz K. Konopczynski, Miao Le, Chunming Li, Xiaomeng Li, Jana Lipková, John S. Lowengrub, Hans Meine, Jan Hendrik Moltz, Chris Pal, Marie Piraud, Xiaojuan Qi, Jin Qi, Markus Rempfler, Karsten Roth, Andrea Schenk, Anjany Sekuboyina, Ping Zhou, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Felix Grün, Georgios Kaissis, Fabian Lohöfer, Rickmer Braren, Julian Holch, Felix Hofmann, Wieland H. Sommer, Volker Heinemann, Colin Jacobs, Gabriel Efrain Humpire Mamani, Bram van Ginneken, Gabriel Chartrand, An Tang, Michal Drozdzal, Avi Ben-Cohen, Eyal Klang, Michal Marianne Amitai, Eli Konen, Hayit Greenspan, Johan Moreau, Alexandre Hostettler, Luc Soler, Refael Vivanti, Adi Szeskin, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz, Bjoern H. Menze
2011 J jnl
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge.
IEEE Trans. Medical Imaging
Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Grégoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie McClelland, Sébastien Ourselin, Sascha E. A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, Josien P. W. Pluim
2010 — conf
An Efficient Inverse-Consistent Diffeomorphic Image Registration Method for Prostate Adaptive Radiotherapy.
Prostate Cancer Imaging
Xiao Han, Lyndon S. Hibbard, Virgil Willcut
2009 J jnl
MRI-derived measurements of human subcortical, ventricular and intracranial brain volumes: Reliability effects of scan sessions, acquisition sequences, data analyses, scanner upgrade, scanner vendors and field strengths.
NeuroImage
Jorge Jovicich, Silvester Czanner, Xiao Han, David H. Salat, André J. W. van der Kouwe, Brian T. Quinn, Jenni Pacheco, Marilyn S. Albert, Ronald J. Killiany, Deborah Blacker, Ralph Paul Maguire, H. Diana Rosas, Nikos Makris, Randy L. Gollub, Anders M. Dale, Bradford C. Dickerson, Bruce Fischl
2007 B conf
A morphing active surface model for automatic re-contouring in 4D radiotherapy.
Image Processing
Xiao Han, Lyndon S. Hibbard, Scott Brame
2007 J jnl
Atlas Renormalization for Improved Brain MR Image Segmentation Across Scanner Platforms.
IEEE Trans. Medical Imaging
Xiao Han, Bruce Fischl
2007 J jnl
Cortical Surface Shape Analysis Based on Spherical Wavelets.
IEEE Trans. Medical Imaging
Peng Yu, Patricia Ellen Grant, Yuan Qi, Xiao Han, Florent Ségonne, Rudolph Pienaar, Evelina Busa, Jenni Pacheco, Nikos Makris, Randy L. Buckner, Polina Golland, Bruce Fischl
2006 — conf
Cortical Surface Shape Analysis Based on Spherical Wavelet Transformation.
CVPR Workshops
Peng Yu, Xiao Han, Florent Ségonne, Rudolph Pienaar, Randy L. Buckner, Polina Golland, Patricia Ellen Grant, Bruce Fischl
2006 J jnl
Reliability of MRI-derived measurements of human cerebral cortical thickness: The effects of field strength, scanner upgrade and manufacturer.
NeuroImage
Xiao Han, Jorge Jovicich, David H. Salat, André J. W. van der Kouwe, Brian T. Quinn, Silvester Czanner, Evelina Busa, Jenni Pacheco, Marilyn S. Albert, Ronald J. Killiany, Ralph Paul Maguire, H. Diana Rosas, Nikos Makris, Anders M. Dale, Bradford C. Dickerson, Bruce Fischl
2006 — conf
Shape-based Discrimination and Classification of Cortical Surfaces.
ICPR (3)
Peng Yu, Xiao Han, Florent Ségonne, Arthur K. Liu, Russell A. Poldrack, Polina Golland, Bruce Fischl