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Ziyue Xu

16 papers · 2020–2025 · 7 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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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (30) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Gold 🐣 Hot Topic Early Bird
🧬 Topic Evolution 🧭 Keyword Pioneer πŸ‘₯ Mega-Team Β· Squad 🀝 Dynamic Duo (15) πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (68)

Venues

CVPR (4) WACV (4) ECCV (2) ICCV (2) MIDL (2) AAAI (1) ICML (1)

Top co-authors

Daguang Xu (15) Dong Yang (12) Can Zhao (9) Wenqi Li (9) Vishwesh Nath (7) Holger R. Roth (6) Pengfei Guo (5) Yufan He (4) Andriy Myronenko (4) Holger Roth (4)

Research topics

Computer Vision (9) Domain-Specific (9) Machine Learning (8) Deep Learning (7) Artificial Intelligence (5) Healthcare & Medicine (4) Application Areas (4) Clinical (4) Core AI (4) Architectures (3) Generation (3) Learning Types (3) Natural Language Processing (2) Learning Paradigms (2) Models (2)

Keywords

medical imaging (5) federated learning (3) medical image analysis (2) communication efficiency (2) medical image segmentation (2) semi-supervised learning (1) image segmentation (1) image classification (1) image restoration (1) domain generalization (1) noisy label learning (1) zero-shot learning (1) image captioning (1) image reconstruction (1) model aggregation (1) image generation (1) neural architecture search (1) deep learning (1) few-shot learning (1) contrastive learning (1)

Papers

MAISI: Medical AI for Synthetic Imaging WACV 2025 VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge CVPR 2025 VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging CVPR 2025 Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training MIDL 2024 FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models ICML 2024 IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction WACV 2024 Learning Quality Labels for Robust Image Classification WACV 2024 Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples ICCV 2023 Fair Federated Medical Image Segmentation via Client Contribution Estimation CVPR 2023 Auto-FedRL: Federated Hyperparameter Optimization for Multi-Institutional Medical Image Segmentation ECCV 2022 Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation CVPR 2022 T-AutoML: Automated Machine Learning for Lesion Segmentation Using Transformers in 3D Medical Imaging ICCV 2021 Correlation via Synthesis: End-to-end Image Generation and Radiogenomic Learning Based on Generative Adversarial Network MIDL 2020 NeurReg: Neural Registration and Its Application to Image Segmentation WACV 2020 ScribbleBox: Interactive Annotation Framework for Video Object Segmentation ECCV 2020 When Radiology Report Generation Meets Knowledge Graph AAAI 2020