Iulia Duta

4 papers · 2019–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NeurIPS (3) ICML (1)

Top co-authors

Andrei Nicolicioiu (2) Pietro Lió (2) Marius Leordeanu (2) Fabrizio Silvestri (1) Giulia Cassarà (1)

Research topics

Deep Learning (4) Architectures (4) Machine Learning (2) Techniques (2) Computer Vision (1) Knowledge & Reasoning (1) Analysis (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Processing (1) Representation (1)

Keywords

graph neural network (2) action recognition (1) video classification (1) video understanding (1) human-object interaction (1) message passing (1) activity recognition (1) recurrent neural network (1) convolutional network (1) inductive bia (1) spatio-temporal learning (1) object-centric representation (1) higher-order interaction (1) hypergraph neural network (1) spatio-temporal graph neural network (1) salient region (1) sheaf theory (1) end-to-end differentiable (1) dynamic node (1) hypergraph node classification (1)

Papers

SPHINX: Structural Prediction using Hypergraph Inference Network ICML 2025 Sheaf Hypergraph Networks NeurIPS 2023 Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks NeurIPS 2021 Recurrent Space-time Graph Neural Networks NeurIPS 2019