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Guilian Chen
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2020 – today
- 2026
[c10]Guilian Chen, Xiaoling Luo, Huisi Wu, Jing Qin:
VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation. AAAI 2026: 2850-2858- 2025
[c9]Zhenhui Ding, Guilian Chen, Qin Zhang, Huisi Wu, Jing Qin:
CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation. CVPR 2025: 15632-15641
[c8]Guilian Chen, Huisi Wu, Jing Qin:
STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning. ICCV 2025: 21364-21373
[c7]Wanting Zhang, Zhenhui Ding, Guilian Chen, Huisi Wu, Jing Qin:
RA-BUSSeg: Relation-Aware Semi-Supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-Layer Alignment. ICCV 2025: 21689-21698
[c6]Jingxing Guo
, Guilian Chen
, Yimu Sun
, Huisi Wu
, Jing Qin
:
EchoVim: Making Vision Mamba Docile for Echocardiography Video Segmentation via Dynamic Interaction and Semantic Token-attentive Refinement. ACM Multimedia 2025: 3261-3269
[c5]Jingxing Guo
, Guilian Chen
, Yimu Sun
, Huisi Wu
, Jing Qin
:
Hierarchical Spatiotemporal Context Aggregation and Speckle-aware Deformable Convolution for Echocardiography Video Segmentation. ACM Multimedia 2025: 3865-3874- 2023
[c4]Zizhang Wu, Guilian Chen, Yuanzhu Gan, Lei Wang, Jian Pu:
MVFusion: Multi-View 3D Object Detection with Semantic-aligned Radar and Camera Fusion. ICRA 2023: 2766-2773
[c3]Zizhang Wu, Yuanzhu Gan, Lei Wang, Guilian Chen, Jian Pu:
MonoPGC: Monocular 3D Object Detection with Pixel Geometry Contexts. ICRA 2023: 4842-4849
[i2]Zizhang Wu, Guilian Chen, Yuanzhu Gan, Lei Wang, Jian Pu:
MVFusion: Multi-View 3D Object Detection with Semantic-aligned Radar and Camera Fusion. CoRR abs/2302.10511 (2023)
[i1]Zizhang Wu, Yuanzhu Gan, Lei Wang, Guilian Chen, Jian Pu:
MonoPGC: Monocular 3D Object Detection with Pixel Geometry Contexts. CoRR abs/2302.10549 (2023)- 2022
[j1]Huisi Wu, Shihuai Chen, Guilian Chen, Wei Wang, Baiying Lei, Zhenkun Wen:
FAT-Net: Feature adaptive transformers for automated skin lesion segmentation. Medical Image Anal. 76: 102327 (2022)- 2021
[c2]Huisi Wu, Guilian Chen, Zhenkun Wen, Jing Qin:
Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-supervised Polyp Segmentation. ICCV 2021: 3469-3478
2010 – 2019
- 2017
[c1]Guilian Chen, Hao Guo, Jubai An:
Research on SAR oil spill image classification based on DBN in small sample space. ICSAI 2017: 479-483
Coauthor Index

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