Claudio Battiloro

5 papers · 2024–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

ICLR (2) ICML (1) JMLR (1) UAI (1)

Top co-authors

Lev Telyatnikov (2) Nina Miolane (2) Guillermo Bernardez (2) Mathilde Papillon (2) Simone Scardapane (2) Indro Spinelli (2) Michelle Audirac (1) Sergio Escalera (1) Aiden Brent (1) Paul Rosen (1)

Research topics

Deep Learning (4) Architectures (4) Machine Learning (2) Core Methods (2) Artificial Intelligence (1) Knowledge & Reasoning (1) Application Areas (1) Core AI (1) Learning Types (1) Reasoning (1) Techniques (1)

Keywords

message passing (3) graph neural network (2) topological deep learning (2) probability measure (1) causal knowledge (1) structural causal model (1) equivariant neural network (1) molecular property prediction (1) higher-order interaction (1) simplicial complex (1) higher-order structure (1) latent graph (1) category theory (1) topological machine learning (1) sheaf theory (1) topology inference (1) cell complex (1) combinatorial complex (1) combinatorial complex neural networks (1) gccns (1)

Papers

E(n) Equivariant Topological Neural Networks ICLR 2025 The Relativity of Causal Knowledge UAI 2025 TopoTune: A Framework for Generalized Combinatorial Complex Neural Networks ICML 2025 From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module ICLR 2024 TopoX: A Suite of Python Packages for Machine Learning on Topological Domains JMLR 2024