Yushi Liu

18 papers C 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
BACFormer: A robust boundary-aware transformer for medical image segmentation.
Knowl. Based Syst.
Zhiyong Huang, Mingyu Wang, Mingyang Hou, Zhi Yu, Shiwei Wang, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu
2026 J jnl
Eliminating domain-related confounding factors in cross-domain one-shot medical image segmentation via causal inference.
Medical Image Anal.
Mingyang Hou, Zhiyong Huang, Daidi Zhong, Zhi Yu, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu
2026 J jnl
Enhancing Radiography-Report foundation model via Multi-View masked contrastive learning.
Pattern Recognit.
Xiaoyu Li, Daidi Zhong, Zhiyong Huang, Shiwei Wang, Zhipeng Liu, Zhi Yu, Mingyang Hou, Jiahong Wang, Yan Yan, Yushi Liu
2026 J jnl
Multi-modal multi-scale representation learning via cross-attention between chest radiology images and free-text reports.
Biomed. Signal Process. Control.
Daidi Zhong, Xiaoyu Li, Zhiyong Huang, Shiwei Wang, Zhi Yu, Mingyang Hou, Yan Yan, Yushi Liu
2026 J jnl
Overcoming Limitations in One-Shot Semantic Segmentation via Adaptive Visual-Text Guided Prototype Relationship Optimization.
IEEE Trans. Circuits Syst. Video Technol.
Mingyang Hou, Zhiyong Huang, Zhi Yu, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu, Hans Gregersen
2025 J jnl
A Multi-Domain Patch-Differentiated Transformer for vehicle re-identification.
Eng. Appl. Artif. Intell.
Zhi Yu, Zhiyong Huang, Mingyang Hou, Yan Yan, Yushi Liu, Daming Sun, Hans Gregersen
2025 J jnl
Feature-Tuning Hierarchical Transformer via token communication and sample aggregation constraint for object re-identification.
Neural Networks
Zhi Yu, Zhiyong Huang, Mingyang Hou, Jiaming Pei, Yan Yan, Yushi Liu, Daming Sun
2025 — conf
GDPA: A Parameter-Efficient Gated Dual-Path Spatiotemporal Adapter for Surgical Workflow Recognition.
BIBM
ShiMei Wang, Yongde Guo, Huasong Shao, Yushi Liu, Jing Xiong, Lei Wang, Xudong Yan, Yan Yan
2025 J jnl
MCECF: A Multiscale Complementary Enhanced Context Fusion Network for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Huang, Hongjiang Qiu, Mingyang Hou, Zhi Yu, Shiwei Wang, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu
2025 J jnl
MSCD-VM-UNet: A Vision Mamba Combining Multi-Scale Global and Local Feature Extraction With Cross-Domain Feature Fusion for Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Zhiyong Huang, Shuxin Wang, Mingyang Hou, Zhi Yu, Shiwei Wang, Xiaoyu Li, Yan Yan, Yushi Liu, Hans Gregersen
2025 J jnl
Multi-scale interaction and locally enhanced bridging network for medical image segmentation.
Comput. Medical Imaging Graph.
Zhiyong Huang, Shiyao Zhou, Zhi Yu, Mingyang Hou, Zhiyu Zhao, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu, Hans Gregersen
2025 J jnl
Representation Selective Coupling via Token Sparsification for Multi-Spectral Object Re-Identification.
IEEE Trans. Circuits Syst. Video Technol.
Zhi Yu, Zhiyong Huang, Mingyang Hou, Jiaming Pei, Yan Yan, Yushi Liu, Daming Sun
2025 J jnl
SCFMUNet: A fusion architecture based on multi-scale state space model and channel attention for medical image segmentation.
Neural Networks
Zhiyong Huang, Zhiyu Zhao, Zhi Yu, Mingyang Hou, Shiyao Zhou, Jiahong Wang, Yan Yan, Yushi Liu, Hans Gregersen
2025 — conf
Spectral Adaptive Hypergraphs for Skeleton-Based Action Recognition.
BIBM
Xudong Yan, Yongde Guo, Huasong Shao, Yushi Liu, ShiMei Wang, Jing Xiong, Lei Wang, Yan Yan
2024 — conf
A Novel Human Activity Recognition Framework Based on Pre-Trained Foundation Model.
BIBM
Fuhai Xiong, Junxian Wang, Yushi Liu, Xudong Yan, Kamen Ivanov, Lei Wang, Yan Yan
2024 J jnl
Topological Data Analysis for Robust Gait Biometrics Based on Wearable Sensors.
IEEE Trans. Consumer Electron.
Yushi Liu, Kamen Ivanov, Junxian Wang, Fuhai Xiong, Jiahong Wang, Min Wang, Zedong Nie, Lei Wang, Yan Yan
2023 C conf
Persistence Landscape-based Topological Data Analysis for Personalized Arrhythmia Classification.
BSN
Yushi Liu, Lei Wang, Yan Yan
2022 — conf
Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition.
BIBM
Tianzheng Liao, Jinjin Zhao, Yushi Liu, Kamen Ivanov, Jing Xiong, Yan Yan