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ORCIDYushi Liu 0001
Person information
- affiliation: Chinese Academy of Sciences, Shenzhen Institute of Advanced Technology, China
Other persons with the same name
- Yushi Liu — disambiguation page
- Yushi Liu 0002
![[0000-0003-4185-4187]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0003-4185-4187")
— Ohio State University, Department of Statistics and Mathematical Biosciences Institute, OH, USA - Yushi Liu 0003 — Shanghai Jiao Tong University, China
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Journal Articles
- 2026
[j18]Daidi Zhong, Xiaoyu Li, Zhiyong Huang, Shiwei Wang, Zhi Yu, Mingyang Hou, Yan Yan, Yushi Liu:
Multi-modal multi-scale representation learning via cross-attention between chest radiology images and free-text reports. Biomed. Signal Process. Control. 111: 108318 (2026)- [j17]Zhiyong Huang, Mingyu Wang, Mingyang Hou, Zhi Yu, Shiwei Wang, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu:
BACFormer: A robust boundary-aware transformer for medical image segmentation. Knowl. Based Syst. 335: 115209 (2026) - [j16]Shuai Miao, Zhiyong Huang, Daidi Zhong, Zhi Yu, Mingyang Hou, Penghao Jia, Yan Yan, Yushi Liu:
Bridging teacher-student representation domains for manifold-aware knowledge distillation. Knowl. Based Syst. 351: 116811 (2026) - [j15]Mingyang Hou, Zhiyong Huang, Daidi Zhong, Zhi Yu, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu:
Eliminating domain-related confounding factors in cross-domain one-shot medical image segmentation via causal inference. Medical Image Anal. 111: 104037 (2026) - [j14]Mingyang Hou, Zhiyong Huang, Daidi Zhong, Zhi Yu, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu, Min Yang:
Integrating visual and language cues via state space models for medical image segmentation. Neural Networks 204: 109293 (2026) - [j13]Xiaoyu Li, Daidi Zhong, Zhiyong Huang, Shiwei Wang, Zhipeng Liu, Zhi Yu, Mingyang Hou, Jiahong Wang, Yan Yan, Yushi Liu:
Enhancing Radiography-Report foundation model via Multi-View masked contrastive learning. Pattern Recognit. 177: 113322 (2026) - [j12]Mingyang Hou, Zhiyong Huang, Zhi Yu, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu, Hans Gregersen:
Overcoming Limitations in One-Shot Semantic Segmentation via Adaptive Visual-Text Guided Prototype Relationship Optimization. IEEE Trans. Circuits Syst. Video Technol. 36(4): 5301-5314 (2026) - 2025
- [j11]Zhiyong Huang, Shiyao Zhou, Zhi Yu, Mingyang Hou, Zhiyu Zhao, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu, Hans Gregersen:
Multi-scale interaction and locally enhanced bridging network for medical image segmentation. Comput. Medical Imaging Graph. 124: 102610 (2025) - [j10]Zhi Yu, Zhiyong Huang, Mingyang Hou, Yan Yan, Yushi Liu, Daming Sun, Hans Gregersen:
A Multi-Domain Patch-Differentiated Transformer for vehicle re-identification. Eng. Appl. Artif. Intell. 162: 112711 (2025) - [j9]Zhi Yu, Zhiyong Huang, Mingyang Hou, Yan Yan, Yu-Shi Liu:
WTSF-ReID: Depth-driven Window-oriented Token Selection and Fusion for multi-modality vehicle re-identification with knowledge consistency constraint. Expert Syst. Appl. 274: 126921 (2025) - [j8]Zhi Yu, Zhiyong Huang, Mingyang Hou, Jiaming Pei, Yan Yan, Yushi Liu, Daming Sun:
Feature-Tuning Hierarchical Transformer via token communication and sample aggregation constraint for object re-identification. Neural Networks 187: 107394 (2025) - [j7]Zhiyong Huang, Zhiyu Zhao, Zhi Yu, Mingyang Hou, Shiyao Zhou, Jiahong Wang, Yan Yan, Yushi Liu, Hans Gregersen:
SCFMUNet: A fusion architecture based on multi-scale state space model and channel attention for medical image segmentation. Neural Networks 192: 107919 (2025) - [j6]Zhi Yu, Zhiyong Huang, Mingyang Hou, Jiaming Pei, Yan Yan, Yushi Liu, Daming Sun:
Representation Selective Coupling via Token Sparsification for Multi-Spectral Object Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 35(4): 3633-3648 (2025) - [j5]Zhiyong Huang, Hongjiang Qiu, Mingyang Hou, Zhi Yu, Shiwei Wang, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu:
MCECF: A Multiscale Complementary Enhanced Context Fusion Network for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j4]Zhiyong Huang, Shuxin Wang, Mingyang Hou, Zhi Yu, Shiwei Wang, Xiaoyu Li, Yan Yan, Yushi Liu, Hans Gregersen:
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 29(12): 7312-7325 (2025) - 2024
- [j3]Yushi Liu, Kamen Ivanov, Junxian Wang, Fuhai Xiong, Jiahong Wang, Min Wang, Zedong Nie, Lei Wang, Yan Yan:
Topological Data Analysis for Robust Gait Biometrics Based on Wearable Sensors. IEEE Trans. Consumer Electron. 70(2): 4910-4921 (2024) - 2023
- [j2]Yan Yan, Yi-Chun Huang, Jinjin Zhao, Yu-Shi Liu, Liang Ma, Jing Yang, Xudong Yan, Jing Xiong, Lei Wang:
Topological Nonlinear Analysis of Dynamical Systems in Wearable Sensor-Based Human Physical Activity Inference. IEEE Trans. Hum. Mach. Syst. 53(4): 792-801 (2023) - [j1]Yan Yan, Liang Ma, Yu-Shi Liu, Kamen Ivanov, Jia-Hong Wang, Jing Xiong, Ang Li, Yini He, Lei Wang:
Topological EEG-Based Functional Connectivity Analysis for Mental Workload State Recognition. IEEE Trans. Instrum. Meas. 72: 1-14 (2023)
Conference and Workshop Papers
- 2025
- [c5]Shimei Wang, Yongde Guo, Huasong Shao, Yushi Liu, Jing Xiong, Lei Wang, Xudong Yan, Yan Yan:
GDPA: A Parameter-Efficient Gated Dual-Path Spatiotemporal Adapter for Surgical Workflow Recognition. BIBM 2025: 6495-6503 - [c4]Xudong Yan, Yongde Guo, Huasong Shao, Yushi Liu, Shimei Wang, Jing Xiong, Lei Wang, Yan Yan:
Spectral Adaptive Hypergraphs for Skeleton-Based Action Recognition. BIBM 2025: 6519-6526 - 2024
- [c3]Fuhai Xiong, Junxian Wang, Yushi Liu, Xudong Yan, Kamen Ivanov, Lei Wang, Yan Yan:
A Novel Human Activity Recognition Framework Based on Pre-Trained Foundation Model. BIBM 2024: 5712-5718 - 2023
- [c2]Yushi Liu, Lei Wang, Yan Yan:
Persistence Landscape-based Topological Data Analysis for Personalized Arrhythmia Classification. BSN 2023: 1-6 - 2022
- [c1]Tianzheng Liao, Jinjin Zhao, Yushi Liu, Kamen Ivanov, Jing Xiong, Yan Yan:
Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition. BIBM 2022: 2445-2452
Data and Artifacts
- 2023
- [d2]Yushi Liu, Yan Yan, Lei Wang:
Gait-TNDA. IEEE DataPort, 2023
- 2022
- [d1]Yan Yan, Dali Chen, Yushi Liu, Jinjin Zhao, Bo Wang, Xuankun Wu, Xiaohao Jiao, Yuqian Chen, Huihui Li, Xuchao Ren:
TNDA-HAR. IEEE DataPort, 2022
Coauthor Index
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