Joint Polyp Detection and Segmentation with Heterogeneous Endoscopic Data. - Wuyang Li; Chen Yang 026; Jie Liu 044; Xinyu Liu 001; Xiaoqing Guo; Yixuan Yuan (EndoCV@ISBI, 2021)

Exploring Gradient Flow Based Saliency for DNN Model Compression. - Xinyu Liu 001; Baopu Li; Zhen Chen 013; Yixuan Yuan (ACM Multimedia, 2021)

TanhExp: A smooth activation function with high convergence speed for lightweight neural networks. - Xinyu Liu 001; Xiaoguang Di (IET Comput. Vis., 2021)

Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images. - Xinyu Liu 001; Xiaoqing Guo; Yajie Liu; Yixuan Yuan (Medical Image Anal., 2021)

SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation. - Wuyang Li; Xinyu Liu 001; Xiwen Yao; Yixuan Yuan (AAAI, 2022)

SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection. - Wuyang Li; Xinyu Liu 001; Yixuan Yuan (CVPR, 2022)

Towards Robust Adaptive Object Detection under Noisy Annotations. - Xinyu Liu 001; Wuyang Li; Qiushi Yang; Baopu Li; Yixuan Yuan (CVPR, 2022)

Intervention & Interaction Federated Abnormality Detection with Noisy Clients. - Xinyu Liu 001; Wuyang Li; Yixuan Yuan (MICCAI (8), 2022)

Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization. - Qiushi Yang; Xinyu Liu 001; Zhen Chen 013; Bulat Ibragimov; Yixuan Yuan (MICCAI (8), 2022)

Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images. - Xinyu Liu 001; Xiaoguang Di (IEEE Geosci. Remote. Sens. Lett., 2022)

A Source-Free Domain Adaptive Polyp Detection Framework With Style Diversification Flow. - Xinyu Liu 001; Yixuan Yuan (IEEE Trans. Medical Imaging, 2022)

EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. - Xinyu Liu 001; Houwen Peng; Ningxin Zheng; Yuqing Yang 001; Han Hu 001; Yixuan Yuan (CVPR, 2023)

Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT. - Zhenxiang Xiao; Yuzhong Chen; Lu Zhang 050; Junjie Yao; Zihao Wu 001; Xiaowei Yu; Yi Pan 001; Lin Zhao 004; Chong Ma; Xinyu Liu 001; Wei Liu 146; Xiang Li 001; et al. (CoRR, 2023)

SCAN++: Enhanced Semantic Conditioned Adaptation for Domain Adaptive Object Detection. - Wuyang Li; Xinyu Liu 001; Yixuan Yuan (IEEE Trans. Multim., 2023)

SIGMA++: Improved Semantic-Complete Graph Matching for Domain Adaptive Object Detection. - Wuyang Li; Xinyu Liu 001; Yixuan Yuan (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks. - Xinyu Liu 001; Baopu Li; Zhen Chen 013; Yixuan Yuan (Int. J. Comput. Vis., 2023)

PV-SSM: Exploring Pure Visual State Space Model for High-dimensional Medical Data Analysis. - Cheng Wang; Xinyu Liu 001; Chenxin Li; Yifan Liu 010; Yixuan Yuan (BIBM, 2024)

CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection. - Wuyang Li; Xinyu Liu 001; Jiayi Ma 001; Yixuan Yuan (ECCV (55), 2024)

GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation. - Chenxin Li; Xinyu Liu 001; Cheng Wang; Yifan Liu 010; Weihao Yu 005; Jing Shao; Yixuan Yuan (ECCV (4), 2024)

[inline-graphic not available: see fulltext]Endora: Video Generation Models as Endoscopy Simulators. - Chenxin Li; Hengyu Liu 007; Yifan Liu 010; Brandon Y. Feng; Wuyang Li; Xinyu Liu 001; Zhen Chen 013; Jing Shao; Yixuan Yuan (MICCAI (6), 2024)

From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos. - Wuyang Li; Xinyu Liu 001; Qiushi Yang; Yixuan Yuan (MICCAI (3), 2024)

MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation. - Xinyu Liu 001; Zhen Chen 013; Yixuan Yuan (MICCAI (11), 2024)

DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation. - Xinyu Liu 001; Wuyang Li; Yixuan Yuan (MICCAI (12), 2024)

Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM. - Chenxin Li; Yuzhi Huang; Wuyang Li; Hengyu Liu 007; Xinyu Liu 001; Qing Xu 014; Zhen Chen 013; Yue Huang 001; Yixuan Yuan (NeurIPS, 2024)

UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images. - Zhen Chen 013; Qing Xu 014; Xinyu Liu 001; Yixuan Yuan (CoRR, 2024)

Endora: Video Generation Models as Endoscopy Simulators. - Chenxin Li; Hengyu Liu 007; Yifan Liu 010; Brandon Y. Feng; Wuyang Li; Xinyu Liu 001; Zhen Chen 013; Jing Shao; Yixuan Yuan (CoRR, 2024)

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation. - Chenxin Li; Xinyu Liu 001; Wuyang Li; Cheng Wang; Hengyu Liu 007; Yixuan Yuan (CoRR, 2024)

Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer. - Zhenxiang Xiao; Yuzhong Chen; Junjie Yao; Lu Zhang 050; Zhengliang Liu; Zihao Wu 001; Xiaowei Yu; Yi Pan 001; Lin Zhao 004; Chong Ma; Xinyu Liu 001; Wei Liu 146; et al. (Inf. Fusion, 2024)

Decoupled Unbiased Teacher for Source-Free Domain Adaptive Medical Object Detection. - Xinyu Liu 001; Wuyang Li; Yixuan Yuan (IEEE Trans. Neural Networks Learn. Syst., 2024)

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation. - Chenxin Li; Xinyu Liu 001; Wuyang Li; Cheng Wang; Hengyu Liu 007; Yifan Liu 010; Zhen Chen 013; Yixuan Yuan (AAAI, 2025)

Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline. - Yuzhi Huang; Chenxin Li; Haitao Zhang; Zixu Lin; Yunlong Lin; Hengyu Liu 007; Wuyang Li; Xinyu Liu 001; Jiechao Gao; Yue Huang 001; Xinghao Ding; Yixuan Yuan (CVPR, 2025)

UN-SAM: Domain-adaptive self-prompt segmentation for universal nuclei images. - Zhen Chen 013; Qing Xu 014; Xinyu Liu 001; Yixuan Yuan (Medical Image Anal., 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 001; Yun Miao; Yixuan Yuan (CoRR, 2025)

Precision Neural Network Quantization via Learnable Adaptive Modules. - Wenqiang Zhou; Zhendong Yu; Xinyu Liu 001; Jiaming Yang; Rong Xiao 001; Tao Wang 053; Chenwei Tang; Jiancheng Lv 001 (CoRR, 2025)

EndoGen: Conditional Autoregressive Endoscopic Video Generation. - Xinyu Liu 001; Hengyu Liu 007; Cheng Wang; Tianming Liu 001; Yixuan Yuan (CoRR, 2025)