Dongnan Liu
14 papers · 2019–2026 · 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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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (40) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint 𧬠Topic Evolution
π€
Dynamic Duo
(13)
ποΈ
Keyword Collector
(67)
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(8)
Deep Learning
(8)
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Domain-Specific
(6)
Learning Types Β· Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Models
(5)
Processing
(4)
Healthcare & Medicine
(3)
Architectures
(3)
Clinical
(3)
Analysis
(2)
Application Areas
(2)
Keywords
medical imaging
(5)
unsupervised learning
(3)
knowledge distillation
(2)
panoptic segmentation
(2)
domain adaptation
(2)
cross-modal learning
(2)
vision-language model
(2)
instance segmentation
(2)
large language model
(2)
nuclei segmentation
(2)
multimodal learning
(2)
visual reasoning
(2)
video generation
(1)
image segmentation
(1)
causal reasoning
(1)
semantic segmentation
(1)
representation learning
(1)
transfer learning
(1)
autonomous driving
(1)
policy optimization
(1)
Papers
STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training
ACL 2026
AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation
WACV 2025
Dance Any Beat: Blending Beats with Visuals in Dance Video Generation
WACV 2025
Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities
ACL 2025
ORID: Organ-Regional Information Driven Framework for Radiology Report Generation
WACV 2025
Alleviating Foreground Sparsity for Semi-Supervised Monocular 3D Object Detection
WACV 2024
Complex Organ Mask Guided Radiology Report Generation
WACV 2024
Enhancing Advanced Visual Reasoning Ability of Large Language Models
EMNLP 2024
Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View
ECCV 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner
EMNLP 2024
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling
CVPR 2024
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation
ICCV 2023
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting
CVPR 2020
Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion
IJCAI 2019