Guy Bar-Shalom
8 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🏆 Grand Slam
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Architectures
(4)
Core Methods
(4)
Learning Types · Machine Learning
(3)
Techniques
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Application Areas
(2)
Core AI
(2)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Keywords
deep neural network
(2)
graph neural network
(2)
transductive learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
weakly supervised learning
(1)
video analysis
(1)
generalization bound
(1)
message passing
(1)
perturbation analysis
(1)
output distribution
(1)
dynamic time warping
(1)
temporal alignment
(1)
selective prediction
(1)
computational complexity
(1)
large margin
(1)
graph transformer
(1)
positional encoding
(1)
equivariant learning
(1)
image classification
(1)
Papers
Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions
AAAI 2026
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality
ICML 2025
Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity
ICLR 2025
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
NeurIPS 2024
Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products
ICML 2024
Weakly-Supervised Representation Learning for Video Alignment and Analysis
WACV 2024
Window-Based Distribution Shift Detection for Deep Neural Networks
NeurIPS 2023
TransBoost: Improving the Best ImageNet Performance using Deep Transduction
NeurIPS 2022