Canran Xiao
8 papers · 2024–2026 · 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 · Bronze
🗺️
Taxonomy Completionist
(22)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Natural Language Processing
(2)
Computer Vision
(1)
Analysis
(1)
Applications
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
representation learning
(1)
3d reconstruction
(1)
contrastive learning
(1)
zero-shot learning
(1)
neural network training
(1)
hyperparameter optimization
(1)
data augmentation
(1)
distributed learning
(1)
depth estimation
(1)
3d vision
(1)
hierarchical clustering
(1)
text-to-image generation
(1)
data valuation
(1)
semantic matching
(1)
semantic similarity
(1)
diffusion model
(1)
model training
(1)
data selection
(1)
model convergence
(1)
federated learning
(1)
Papers
Affordance-First Decomposition for Continual Learning in Video-Language Understanding
CVPR 2026
CEC-Zero: Zero-Supervision Character Error Correction with Self-Generated Rewards
AAAI 2026
From Points to Coalitions: Hierarchical Contrastive Shapley Values for Prioritizing Data Samples
AAAI 2026
Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation
AAAI 2026
Where Culture Fades: Revealing the Cultural Gap in Text-to-Image Generation
CVPR 2026
DepthSSC: Monocular 3D Semantic Scene Completion via Depth-Spatial Alignment and Voxel Adaptation
WACV 2025
Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data
NeurIPS 2024
Swift Sampler: Efficient Learning of Sampler by 10 Parameters
NeurIPS 2024