Yen-Wei Chen
16 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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๐บ๏ธ Taxonomy Completionist (19) ๐ Interdisciplinary Bridge ๐ Renaissance Researcher (5) ๐ Conference Polyglot (5) ๐งญ Keyword Pioneer
๐
Interdisciplinary Bridge
๐ค
Dynamic Duo
(14)
๐ฅ
Unstoppable
(5)
๐
Century Club
(15)
๐
Conference Pioneer
โก
Prolific Year
(6)
Conferences
MICCAI (6)
AAAI (3)
CVPR (2)
ICCV (2)
IJCAI (2)
ACL (1)
Top co-authors
Keywords
medical image segmentation
(4)
semantic segmentation
(3)
vision transformer
(3)
semi-supervised learning
(3)
multi-task learning
(2)
scene understanding
(1)
referring expression
(1)
manifold learning
(1)
attention mechanism
(1)
dense prediction
(1)
medical imaging
(1)
visual grounding
(1)
vision-language model
(1)
mutual information
(1)
convolutional neural network
(1)
boundary detection
(1)
optimal transport
(1)
robotic control
(1)
object detection
(1)
transformer architecture
(1)
Papers
MIRTH: Mutual-Information Reasoning with Temporal Hubs for Vision-Language-Action Agents
ACL 2026
EchoCardMAE: Video Masked Auto-Encoders Customized for Echocardiography
MICCAI 2025
PD-UniST: Prompt-Driven Universal Model for Unpaired H&E-to-IHC Stain Translation
MICCAI 2025
Clinical Data-Driven Retrieval-Augmented Model for Lung Nodule Malignancy Prediction
MICCAI 2025
Region-aware Anchoring Mechanism for Efficient Referring Visual Grounding
ICCV 2025
TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration
MICCAI 2025
M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images
AAAI 2025
A Novel Adaptive Hypergraph Neural Network for Enhancing Medical Image Segmentation
MICCAI 2024
Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models
CVPR 2024
Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation
AAAI 2024
LGA: A Language Guide Adapter for Advancing the SAM Modelโs Capabilities in Medical Image Segmentation
MICCAI 2024
SLViT: Scale-Wise Language-Guided Vision Transformer for Referring Image Segmentation
IJCAI 2023
SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation
CVPR 2023
ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation
AAAI 2023
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise โจPerspective for Medical Image Segmentation
IJCAI 2022
Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution
ICCV 2021