Shibin Mei
6 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
representation learning
(1)
learning theory
(1)
metric learning
(1)
feature learning
(1)
domain generalization
(1)
manifold learning
(1)
multimodal learning
(1)
sample complexity
(1)
graph structure
(1)
message passing
(1)
adversarial attack
(1)
generalization bound
(1)
adversarial defense
(1)
interaction graph
(1)
spurious correlation
(1)
controllable generation
(1)
data distribution
(1)
text-to-image diffusion
(1)
adversarial example
(1)
geodesic distance
(1)
Papers
Semantic Derivative Flow: Graph-Guided Diffusion for Controllable Instance Interactions
CVPR 2026
GeoMM: On Geodesic Perspective for Multi-modal Learning
CVPR 2025
Object-Oriented Anchoring and Modal Alignment in Multimodal Learning
ECCV 2024
Exploring and Utilizing Pattern Imbalance
CVPR 2023
Towards Interpreting and Utilizing Symmetry Property in Adversarial Examples
AAAI 2023
Towards Bridging Sample Complexity and Model Capacity
AAAI 2022