Emanuele Rossi

6 papers · 2021–2024 · 4 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🏆 Grand Slam

Venues

ICML (2) NeurIPS (2) AAAI (1) ICLR (1)

Top co-authors

Michael Bronstein (4) Reihaneh Rabbany (2) Jacob Danovitch (2) Farimah Poursafaei (2) Guillaume Rabusseau (2) Shenyang Huang (2) Mirco Mutti (1) Michael M. Bronstein (1) Sergey Shirobokov (1) Nils Yannick Hammerla (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Architectures (3) Core AI (3) Application Areas (2) Core Methods (2) Mathematics & Optimization (1) Learning Paradigms (1) Mathematics (1) Optimization & Theory (1) Techniques (1)

Keywords

link prediction (3) graph neural network (3) game theory (1) graph learning (1) graph representation learning (1) sample complexity (1) graph representation (1) markov decision process (1) message passing (1) diffusion process (1) model-based reinforcement learning (1) equilibrium analysis (1) partial differential equation (1) benchmark dataset (1) dynamic graph (1) strategic interaction (1) node classification (1) systematic generalization (1) temporal graph (1) temporal knowledge graph (1)

Papers

TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs NeurIPS 2024 Graph Neural Networks for Link Prediction with Subgraph Sketching ICLR 2023 Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization AAAI 2023 Temporal Graph Benchmark for Machine Learning on Temporal Graphs NeurIPS 2023 Learning to Infer Structures of Network Games ICML 2022 GRAND: Graph Neural Diffusion ICML 2021