Yutong Xie
28 papers · 2019–2026 · 12 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (54) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
π₯
Mega-Team Β· Legion
ποΈ
Keyword Collector
(122)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
(3)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
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Renaissance Researcher
(6)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(13)
Artificial Intelligence
(12)
Core AI
(12)
Deep Learning
(11)
Computer Vision
(10)
Learning Types Β· Machine Learning
(9)
Healthcare & Medicine
(6)
Clinical
(6)
Domain-Specific
(6)
Core Methods
(5)
Models
(5)
Architectures
(4)
Application Areas
(3)
Learning Types Β· Deep Learning
(3)
Natural Language Processing
(2)
Keywords
medical imaging
(5)
multimodal learning
(3)
large language model
(3)
vision-language pre-training
(3)
graph neural network
(2)
zero-shot learning
(2)
medical image classification
(2)
benchmark evaluation
(2)
computed tomography
(2)
large vision-language model
(2)
drug discovery
(2)
information extraction
(2)
medical image segmentation
(2)
medical image analysis
(2)
domain generalization
(1)
few-shot learning
(1)
feature learning
(1)
semi-supervised learning
(1)
catastrophic forgetting
(1)
representation learning
(1)
Papers
Beyond the Global Scores: Fine-Grained Token Grounding as a Robust Detector of LVLM Hallucinations
CVPR 2026
MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training
ACL 2026
TransPrune: Token Transition Pruning for Efficient Large Vision-Language Model
CVPR 2026
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
EMNLP 2025
A Novel Perspective for Multi-Modal Multi-Label Skin Lesion Classification
WACV 2025
MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows
NAACL 2025
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
ACL 2025
Partial Label Clustering
IJCAI 2025
PedCLIP: A Vision-Language model for Pediatric X-rays with Mixture of Body part Experts
MICCAI 2025
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding
ICCV 2025
AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
MICCAI 2024
CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation
CVPR 2024
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning
CVPR 2024
Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework
CVPR 2024
PairAug: What Can Augmented Image-Text Pairs Do for Radiology?
CVPR 2024
Reciprocal Collaboration for Semi-supervised Medical Image Classification
MICCAI 2024
Spot the Difference: Difference Visual Question Answering with Residual Alignment
MICCAI 2024
Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis
MICCAI 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS 2024
How Much Space Has Been Explored? Measuring the Chemical Space Covered by Databases and Machine-Generated Molecules
ICLR 2023
PEFAT: Boosting Semi-Supervised Medical Image Classification via Pseudo-Loss Estimation and Feature Adversarial Training
CVPR 2023
Unsupervised Image Denoising with Score Function
NeurIPS 2023
Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection
AAAI 2022
Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation
IJCAI 2022
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier
ECCV 2022
DoDNet: Learning To Segment Multi-Organ and Tumors From Multiple Partially Labeled Datasets
CVPR 2021
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery
ICLR 2021
Light-Weight Hybrid Convolutional Network for Liver Tumor Segmentation
IJCAI 2019