Sibo Cheng
6 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Grand Slam
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Computer Vision
(2)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Domain-Specific
(2)
Learning Types
(2)
Techniques
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Clinical
(1)
Keywords
medical imaging
(2)
vision-language pre-training
(2)
image segmentation
(1)
image generation
(1)
convex optimization
(1)
self-supervised learning
(1)
multimodal learning
(1)
medical image segmentation
(1)
deep learning
(1)
cross-lingual alignment
(1)
feature space
(1)
time series forecasting
(1)
chaotic dynamics
(1)
nonlinear dynamics
(1)
bias mitigation
(1)
operator learning
(1)
dense prediction
(1)
zero-shot classification
(1)
radiology report
(1)
invariant measure
(1)
Papers
BCWildfire: A Long-term Multi-factor Dataset and Deep Learning Benchmark for Boreal Wildfire Risk Prediction
AAAI 2026
Learning Chaos In A Linear Way
ICLR 2025
Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
ICML 2025
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
NeurIPS 2024
Frozen Language Model Helps ECG Zero-Shot Learning
MIDL 2023
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
NeurIPS 2023