Junzhi Ning

7 papers · 2025–2026 · 4 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver ⭐ Rising Star (7) ⚡ Prolific Year · Productive

Venues

MICCAI (4) CVPR (1) IJCAI (1) WACV (1)

Top co-authors

Junjun He (5) Lihao Liu (5) Jiyao Liu (4) Wei Li (3) Sheng Zhang (2) Ming Hu (2) Cheng Tang (2) Tianbin Li (2) Guang Yang (2) Yanzhou Su (2)

Research topics

Artificial Intelligence (2) Computer Vision (2) Core AI (2) Domain-Specific (2) Deep Learning (1) Healthcare & Medicine (1) Machine Learning (1) Natural Language Processing (1) Applications (1) Clinical (1) Core Methods (1) Learning Types (1)

Keywords

medical imaging (2) medical image segmentation (1) deep learning (1) model interpretability (1) markov decision process (1) knowledge graph (1) vision-language model (1) multimodal large language model (1) retrieval-augmented generation (1) multi-hop reasoning (1) image manipulation (1) computed tomography (1) report generation (1) ct imaging (1) airway segmentation (1) lung disease diagnosis (1) unsupervised learning (1) lung segmentation (1)

Papers

EvoGraph-R1: Self-Evolving Multimodal Knowledge Hypergraphs for Agentic Retrieval CVPR 2026 Cyclic Vision-Language Manipulator: Towards Reliable and Fine-Grained Image Interpretation for Automated Report Generation IJCAI 2025 DMRN: A Dynamical Multi-Order Response Network for the Robust Lung Airway Segmentation WACV 2025 MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization MICCAI 2025 Multi-modal MRI Translation via Evidential Regression and Distribution Calibration MICCAI 2025 Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model MICCAI 2025 RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions MICCAI 2025