Xinyu Liu

According to our database, Xinyu Liu authored at least 44 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Harnessing Lightweight Transformer With Contextual Synergic Enhancement for Efficient 3D Medical Image Segmentation.

Xinyu Liu, Zhen Chen, Wuyang Li, Chenxin Li, Yixuan Yuan

IEEE Trans. Pattern Anal. Mach. Intell., March, 2026

DINO-Mix: Distilling Foundational Knowledge with Cross-Domain CutMix for Semi-supervised Class-imbalanced Medical Image Segmentation.

Xinyu Liu, Guolei Sun

CoRR, February, 2026

2025

ToothMaker: Realistic Panoramic Dental Radiograph Generation via Disentangled Control.

Weihao Yu, Xiaoqing Guo, Wuyang Li, Xinyu Liu, Hui Chen, Yixuan Yuan

IEEE Trans. Medical Imaging, December, 2025

FM-APP: Foundation Model for Any Phenotype Prediction via fMRI to sMRI Knowledge Transfer.

Zhibin He, Wuyang Li, Yifan Liu, Xinyu Liu, Junwei Han, Tuo Zhang, Yixuan Yuan

IEEE Trans. Medical Imaging, October, 2025

Precision Neural Network Quantization via Learnable Adaptive Modules.

Wenqiang Zhou, Zhendong Yu, Xinyu Liu, Jiaming Yang, Rong Xiao, Tao Wang, Chenwei Tang, Jiancheng Lv

CoRR, April, 2025

CREATE-FFPE: Cross-Resolution Compensated and Multi-Frequency Enhanced FS-to-FFPE Stain Transfer for Intraoperative IHC Images.

Yiyang Lin, Danling Jiang, Xinyu Liu, Yun Miao, Yixuan Yuan

CoRR, March, 2025

Semantic Consistency Regularization with Large Language Models for Semi-supervised Sentiment Analysis.

Kunrong Li, Xinyu Liu, Zhen Chen

CoRR, January, 2025

UN-SAM: Domain-adaptive self-prompt segmentation for universal nuclei images.

Zhen Chen, Qing Xu, Xinyu Liu, Yixuan Yuan

Medical Image Anal., 2025

STEAM: Self-supervised TEeth Analysis and Modeling for Point Cloud Segmentation.

Yifan Liu, Chen Yang, Weihao Yu, Xinyu Liu, Hui Chen, Max Q.-H. Meng, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

EndoGen: Conditional Autoregressive Endoscopic Video Generation.

Xinyu Liu, Hengyu Liu, Cheng Wang, Tianming Liu, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

GaussianReg: Rapid 2D/3D Registration for Emergency Surgery Via Explicit 3D Modeling with Gaussian Primitives.

Weihao Yu, Xiaoqing Guo, Xinyu Liu, Yifan Liu, Hao Zheng, Yawen Huang, Yixuan Yuan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation.

Xinyu Liu, Guolei Sun, Cheng Wang, Yixuan Yuan, Ender Konukoglu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

InfoBridge: Balanced Multimodal Integration through Conditional Dependency Modeling.

Chenxin Li, Yifan Liu, Panwang Pan, Hengyu Liu, Xinyu Liu, Wuyang Li, Cheng Wang, Weihao Yu, Yiyang Lin, Yixuan Yuan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline.

Yuzhi Huang, Chenxin Li, Haitao Zhang, Zixu Lin, Yunlong Lin, Hengyu Liu, Wuyang Li, Xinyu Liu, Jiechao Gao, Yue Huang, Xinghao Ding, Yixuan Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation.

Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yifan Liu, Zhen Chen, Yixuan Yuan

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Decoupled Unbiased Teacher for Source-Free Domain Adaptive Medical Object Detection.

Xinyu Liu, Wuyang Li, Yixuan Yuan

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer.

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

Inf. Fusion, April, 2024

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation.

Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yixuan Yuan

CoRR, 2024

Endora: Video Generation Models as Endoscopy Simulators.

Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan

CoRR, 2024

UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images.

Zhen Chen, Qing Xu, Xinyu Liu, Yixuan Yuan

CoRR, 2024

Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM.

Chenxin Li, Yuzhi Huang, Wuyang Li, Hengyu Liu, Xinyu Liu, Qing Xu, Zhen Chen, Yue Huang, Yixuan Yuan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation.

Xinyu Liu, Wuyang Li, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation.

Xinyu Liu, Zhen Chen, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos.

Wuyang Li, Xinyu Liu, Qiushi Yang, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

👦 Endora: Video Generation Models as Endoscopy Simulators.

Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation.

Chenxin Li, Xinyu Liu, Cheng Wang, Yifan Liu, Weihao Yu, Jing Shao, Yixuan Yuan

Proceedings of the Computer Vision - ECCV 2024, 2024

CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection.

Wuyang Li, Xinyu Liu, Jiayi Ma, Yixuan Yuan

Proceedings of the Computer Vision - ECCV 2024, 2024

PV-SSM: Exploring Pure Visual State Space Model for High-dimensional Medical Data Analysis.

Cheng Wang, Xinyu Liu, Chenxin Li, Yifan Liu, Yixuan Yuan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks.

Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan

Int. J. Comput. Vis., December, 2023

SIGMA++: Improved Semantic-Complete Graph Matching for Domain Adaptive Object Detection.

Wuyang Li, Xinyu Liu, Yixuan Yuan

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

SCAN++: Enhanced Semantic Conditioned Adaptation for Domain Adaptive Object Detection.

Wuyang Li, Xinyu Liu, Yixuan Yuan

IEEE Trans. Multim., 2023

Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT.

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

CoRR, 2023

EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention.

Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

A Source-Free Domain Adaptive Polyp Detection Framework With Style Diversification Flow.

Xinyu Liu, Yixuan Yuan

IEEE Trans. Medical Imaging, 2022

Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images.

Xinyu Liu, Xiaoguang Di

IEEE Geosci. Remote. Sens. Lett., 2022

Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization.

Qiushi Yang, Xinyu Liu, Zhen Chen, Bulat Ibragimov, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Intervention & Interaction Federated Abnormality Detection with Noisy Clients.

Xinyu Liu, Wuyang Li, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Towards Robust Adaptive Object Detection under Noisy Annotations.

Xinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection.

Wuyang Li, Xinyu Liu, Yixuan Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation.

Wuyang Li, Xinyu Liu, Xiwen Yao, Yixuan Yuan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images.

Xinyu Liu, Xiaoqing Guo, Yajie Liu, Yixuan Yuan

Medical Image Anal., 2021

TanhExp: A smooth activation function with high convergence speed for lightweight neural networks.

Xinyu Liu, Xiaoguang Di

IET Comput. Vis., 2021

Exploring Gradient Flow Based Saliency for DNN Model Compression.

Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Joint Polyp Detection and Segmentation with Heterogeneous Endoscopic Data.

Wuyang Li, Chen Yang, Jie Liu, Xinyu Liu, Xiaoqing Guo, Yixuan Yuan

Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021) co-located with with the 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), 2021