Quanzheng Li
20 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Dynamic Duo
(12)
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Conference Pioneer
ποΈ
Keyword Collector
(54)
Top co-authors
Research topics
Keywords
domain adaptation
(2)
medical imaging
(1)
multimodal learning
(1)
video generation
(1)
parameter-efficient transfer learning
(1)
preference alignment
(1)
image restoration
(1)
composite optimization
(1)
model architecture
(1)
medical image segmentation
(1)
non-convex optimization
(1)
image denoising
(1)
stochastic control
(1)
manifold optimization
(1)
proximal operator
(1)
bias mitigation
(1)
synthetic data
(1)
large multimodal model
(1)
control theory
(1)
unsupervised learning
(1)
Papers
Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
AAAI 2026
Tackling Dual-stage Missing Modalities in Brain Tumor Segmentation via Robust Modality Reconstruction and Prompt-guided Modality Adaptation
AAAI 2026
Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics
MICCAI 2025
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective
ICML 2025
ECHOPulse: ECG Controlled Echocardio-gram Video Generation
ICLR 2025
Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data
ICLR 2025
MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts
MICCAI 2025
SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
MICCAI 2025
A projected semismooth Newton method for a class of nonconvex composite programs with strong prox-regularity
JMLR 2024
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
NeurIPS 2024
Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
MICCAI 2024
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation
MICCAI 2024
FM-ABS: Promptable Foundation Model Drives Active Barely Supervised Learning for 3D Medical Image Segmentation
MICCAI 2024
FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks
MICCAI 2024
Hallucination Index: An Image Quality Metric for Generative Reconstruction Models
MICCAI 2024
Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting
MICCAI 2024
Volumetric Conditional Score-based Residual Diffusion Model for PET/MR Denoising
MICCAI 2024
FedDAR: Federated Domain-Aware Representation Learning
ICLR 2023
Unsupervised Image Denoising with Score Function
NeurIPS 2023
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
ICML 2018