Jiazhen Pan
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(12)
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Conference Pioneer
Venues
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Research topics
Keywords
medical imaging
(2)
semantic segmentation
(1)
multi-task learning
(1)
causal reasoning
(1)
visual question answering
(1)
image synthesis
(1)
bayesian active learning
(1)
diffusion model
(1)
vision-language model
(1)
multimodal large language model
(1)
reward shaping
(1)
referring expression comprehension
(1)
medical dialogue
(1)
grounded reasoning
(1)
large language model
(1)
diagnostic uncertainty
(1)
ct imaging
(1)
abdominal aortic aneurysm
(1)
object-level grounding
(1)
long-tail generalization
(1)
Papers
AortaDiff: A Unified Multitask Diffusion Framework for Contrast-Free AAA Imaging
WACV 2026
From Failure to Feedback: Group Revision Unlocks Hard Cases in Object-Level Grounding
CVPR 2026
Med-CMR: A Fine-Grained Benchmark Integrating Visual Evidence and Clinical Logic for Medical Complex Multimodal Reasoning
CVPR 2026
Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning
EMNLP 2025
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
MICCAI 2025
Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images
MICCAI 2024
Relationformer: A Unified Framework for Image-to-Graph Generation
ECCV 2022