Canran Xiao
6 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(19)
Conferences
AAAI (3)
NIPS (2)
WACV (1)
Top co-authors
Keywords
federated learning
(1)
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)
data valuation
(1)
semantic matching
(1)
hyper-parameter optimization
(1)
semantic similarity
(1)
diffusion model
(1)
model training
(1)
data selection
(1)
model convergence
(1)
Papers
From Points to Coalitions: Hierarchical Contrastive Shapley Values for Prioritizing Data Samples
AAAI 2026
CEC-Zero: Zero-Supervision Character Error Correction with Self-Generated Rewards
AAAI 2026
Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation
AAAI 2026
DepthSSC: Monocular 3D Semantic Scene Completion via Depth-Spatial Alignment and Voxel Adaptation
WACV 2025
Swift Sampler: Efficient Learning of Sampler by 10 Parameters
NIPS 2024
Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data
NIPS 2024