Fabrizio Frasca
12 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π Conference Polyglot (3)
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Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Grand Slam
π
Century Club
(11)
π₯
Unstoppable
(5)
Conferences
ICML (5)
ICLR (3)
NIPS (3)
AAAI (1)
Top co-authors
Keywords
graph neural network
(5)
message passing
(4)
weisfeiler-lehman test
(3)
simplicial complex
(2)
expressive power
(1)
spectral method
(1)
random feature
(1)
node classification
(1)
positional encoding
(1)
equivariant learning
(1)
hallucination detection
(1)
data contamination
(1)
graph coarsening
(1)
eigenvector computation
(1)
linear region
(1)
higher-order structure
(1)
attention-based architecture
(1)
subgraph extraction
(1)
permutation symmetry
(1)
topological learning
(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
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
ICML 2025
Position: Future Directions in the Theory of Graph Machine Learning
ICML 2024
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
NIPS 2024
Graph Neural Networks for Link Prediction with Subgraph Sketching
ICLR 2023
Graph Positional Encoding via Random Feature Propagation
ICML 2023
Understanding and Extending Subgraph GNNs by Rethinking Their Symmetries
NIPS 2022
Equivariant Subgraph Aggregation Networks
ICLR 2022
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks
ICML 2021
Weisfeiler and Lehman Go Cellular: CW Networks
NIPS 2021