Zhongzhen Huang
6 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Computer Vision
(4)
Healthcare & Medicine
(4)
Clinical
(4)
Domain-Specific
(4)
Artificial Intelligence
(3)
Natural Language Processing
(2)
Core AI
(2)
Deep Learning
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Learning Paradigms
(1)
Keywords
medical imaging
(3)
semantic segmentation
(2)
knowledge distillation
(1)
multimodal learning
(1)
prompt-based learning
(1)
medical image segmentation
(1)
prompt learning
(1)
deep learning
(1)
disease progression
(1)
benchmark dataset
(1)
vision-language model
(1)
large vision-language model
(1)
medical diagnosis
(1)
visual prompting
(1)
radiology report generation
(1)
knowledge injection
(1)
scenario planning
(1)
multi-organ segmentation
(1)
tumor segmentation
(1)
large language model
(1)
Papers
MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration
ACL 2026
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression
ACL 2025
Surgical Action Planning with Large Language Models
MICCAI 2025
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
NeurIPS 2024
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
CVPR 2024
KiUT: Knowledge-Injected U-Transformer for Radiology Report Generation
CVPR 2023