Xinyu Liu

52 papers A* 8Journal 32Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
DINO-Mix: Distilling Foundational Knowledge with Cross-Domain CutMix for Semi-supervised Class-imbalanced Medical Image Segmentation.
CoRR
Xinyu Liu, Guolei Sun
2026 J jnl
Harnessing Lightweight Transformer With Contextual Synergic Enhancement for Efficient 3D Medical Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Xinyu Liu, Zhen Chen, Wuyang Li, Chenxin Li, Yixuan Yuan
2026 J jnl
Harnessing Lightweight Transformer with Contextual Synergic Enhancement for Efficient 3D Medical Image Segmentation.
CoRR
Xinyu Liu, Zhen Chen, Wuyang Li, Chenxin Li, Yixuan Yuan
2025 J jnl
CREATE-FFPE: Cross-Resolution Compensated and Multi-Frequency Enhanced FS-to-FFPE Stain Transfer for Intraoperative IHC Images.
CoRR
Yiyang Lin, Danling Jiang, Xinyu Liu, Yun Miao, Yixuan Yuan
2025 — conf
EndoGen: Conditional Autoregressive Endoscopic Video Generation.
MICCAI (10)
Xinyu Liu, Hengyu Liu, Cheng Wang, Tianming Liu, Yixuan Yuan
2025 J jnl
EndoGen: Conditional Autoregressive Endoscopic Video Generation.
CoRR
Xinyu Liu, Hengyu Liu, Cheng Wang, Tianming Liu, Yixuan Yuan
2025 J jnl
FM-APP: Foundation Model for Any Phenotype Prediction via fMRI to sMRI Knowledge Transfer.
IEEE Trans. Medical Imaging
Zhibin He, Wuyang Li, Yifan Liu, Xinyu Liu, Junwei Han, Tuo Zhang, Yixuan Yuan
2025 J jnl
MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation.
CoRR
Xinyu Liu, Guolei Sun, Cheng Wang, Yixuan Yuan, Ender Konukoglu
2025 J jnl
Precision Neural Network Quantization via Learnable Adaptive Modules.
CoRR
Wenqiang Zhou, Zhendong Yu, Xinyu Liu, Jiaming Yang, Rong Xiao, Tao Wang, Chenwei Tang, Jiancheng Lv
2025 — conf
STEAM: Self-supervised TEeth Analysis and Modeling for Point Cloud Segmentation.
MICCAI (9)
Yifan Liu, Chen Yang, Weihao Yu, Xinyu Liu, Hui Chen, Max Q.-H. Meng, Yixuan Yuan
2025 J jnl
Semantic Consistency Regularization with Large Language Models for Semi-supervised Sentiment Analysis.
CoRR
Kunrong Li, Xinyu Liu, Zhen Chen
2025 J jnl
ToothMaker: Realistic Panoramic Dental Radiograph Generation via Disentangled Control.
IEEE Trans. Medical Imaging
Weihao Yu, Xiaoqing Guo, Wuyang Li, Xinyu Liu, Hui Chen, Yixuan Yuan
2025 A* conf
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline.
CVPR
Yuzhi Huang, Chenxin Li, Haitao Zhang, Zixu Lin, Yunlong Lin, Hengyu Liu, Wuyang Li, Xinyu Liu, Jiechao Gao, Yue Huang, Xinghao Ding, Yixuan Yuan
2025 J jnl
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline.
CoRR
Yuzhi Huang, Chenxin Li, Haitao Zhang, Zixu Lin, Yunlong Lin, Hengyu Liu, Wuyang Li, Xinyu Liu, Jiechao Gao, Yue Huang, Xinghao Ding, Yixuan Yuan
2025 A* conf
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation.
AAAI
Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yifan Liu, Zhen Chen, Yixuan Yuan
2025 J jnl
UN-SAM: Domain-adaptive self-prompt segmentation for universal nuclei images.
Medical Image Anal.
Zhen Chen, Qing Xu, Xinyu Liu, Yixuan Yuan
2024 — conf
CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection.
ECCV (55)
Wuyang Li, Xinyu Liu, Jiayi Ma, Yixuan Yuan
2024 J jnl
Decoupled Unbiased Teacher for Source-Free Domain Adaptive Medical Object Detection.
IEEE Trans. Neural Networks Learn. Syst.
Xinyu Liu, Wuyang Li, Yixuan Yuan
2024 — conf
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation.
MICCAI (12)
Xinyu Liu, Wuyang Li, Yixuan Yuan
2024 J jnl
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation.
CoRR
Xinyu Liu, Wuyang Li, Yixuan Yuan
2024 J jnl
Endora: Video Generation Models as Endoscopy Simulators.
CoRR
Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan
2024 A* conf
Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM.
NeurIPS
Chenxin Li, Yuzhi Huang, Wuyang Li, Hengyu Liu, Xinyu Liu, Qing Xu, Zhen Chen, Yue Huang, Yixuan Yuan
2024 — conf
From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos.
MICCAI (3)
Wuyang Li, Xinyu Liu, Qiushi Yang, Yixuan Yuan
2024 — conf
GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation.
ECCV (4)
Chenxin Li, Xinyu Liu, Cheng Wang, Yifan Liu, Weihao Yu, Jing Shao, Yixuan Yuan
2024 J jnl
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation.
CoRR
Chenxin Li, Xinyu Liu, Cheng Wang, Yifan Liu, Weihao Yu, Jing Shao, Yixuan Yuan
2024 J jnl
Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer.
Inf. Fusion
Zhenxiang Xiao, Yuzhong Chen, Junjie Yao, Lu Zhang, Zhengliang Liu, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Dezhong Yao, Tianming Liu, Xi Jiang
2024 — conf
MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation.
MICCAI (11)
Xinyu Liu, Zhen Chen, Yixuan Yuan
2024 — conf
PV-SSM: Exploring Pure Visual State Space Model for High-dimensional Medical Data Analysis.
BIBM
Cheng Wang, Xinyu Liu, Chenxin Li, Yifan Liu, Yixuan Yuan
2024 J jnl
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation.
CoRR
Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yixuan Yuan
2024 J jnl
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images.
CoRR
Zhen Chen, Qing Xu, Xinyu Liu, Yixuan Yuan
2024 — conf
👦 Endora: Video Generation Models as Endoscopy Simulators.
MICCAI (6)
Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan
2023 A* conf
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention.
CVPR
Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan
2023 J jnl
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention.
CoRR
Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan
2023 J jnl
Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks.
Int. J. Comput. Vis.
Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan
2023 J jnl
Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT.
CoRR
Zhenxiang Xiao, Yuzhong Chen, Lu Zhang, Junjie Yao, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Tianming Liu, Xi Jiang
2023 J jnl
SCAN++: Enhanced Semantic Conditioned Adaptation for Domain Adaptive Object Detection.
IEEE Trans. Multim.
Wuyang Li, Xinyu Liu, Yixuan Yuan
2023 J jnl
SIGMA++: Improved Semantic-Complete Graph Matching for Domain Adaptive Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Wuyang Li, Xinyu Liu, Yixuan Yuan
2022 J jnl
A Source-Free Domain Adaptive Polyp Detection Framework With Style Diversification Flow.
IEEE Trans. Medical Imaging
Xinyu Liu, Yixuan Yuan
2022 J jnl
Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Xinyu Liu, Xiaoguang Di
2022 — conf
Intervention & Interaction Federated Abnormality Detection with Noisy Clients.
MICCAI (8)
Xinyu Liu, Wuyang Li, Yixuan Yuan
2022 A* conf
SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation.
AAAI
Wuyang Li, Xinyu Liu, Xiwen Yao, Yixuan Yuan
2022 A* conf
SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection.
CVPR
Wuyang Li, Xinyu Liu, Yixuan Yuan
2022 J jnl
SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection.
CoRR
Wuyang Li, Xinyu Liu, Yixuan Yuan
2022 — conf
Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization.
MICCAI (8)
Qiushi Yang, Xinyu Liu, Zhen Chen, Bulat Ibragimov, Yixuan Yuan
2022 A* conf
Towards Robust Adaptive Object Detection under Noisy Annotations.
CVPR
Xinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan
2022 J jnl
Towards Robust Adaptive Object Detection under Noisy Annotations.
CoRR
Xinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan
2021 J jnl
Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images.
Medical Image Anal.
Xinyu Liu, Xiaoqing Guo, Yajie Liu, Yixuan Yuan
2021 A* conf
Exploring Gradient Flow Based Saliency for DNN Model Compression.
ACM Multimedia
Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan
2021 J jnl
Exploring Gradient Flow Based Saliency for DNN Model Compression.
CoRR
Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan
2021 — conf
Joint Polyp Detection and Segmentation with Heterogeneous Endoscopic Data.
EndoCV@ISBI
Wuyang Li, Chen Yang, Jie Liu, Xinyu Liu, Xiaoqing Guo, Yixuan Yuan
2021 J jnl
TanhExp: A smooth activation function with high convergence speed for lightweight neural networks.
IET Comput. Vis.
Xinyu Liu, Xiaoguang Di
2020 J jnl
TanhExp: A Smooth Activation Function with High Convergence Speed for Lightweight Neural Networks.
CoRR
Xinyu Liu, Xiaoguang Di