Scholar
Laura Toni
Google Scholar ID: fQ-oWKUAAAAJ
Associate Professor, UCL
reinforcement learning
online learning
virtual reality
multimedia
graph signal processing
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Citations & Impact
All-time
Citations
1,516
H-index
20
i10-index
39
Publications
20
Co-authors
23
list available
Publications
12 items
From topology learning to graph generation: A unifying perspective
2026
Cited
0
Graph Transformers and Stabilized Reinforcement Learning for Large-Scale Dynamic Routing Modulation and Spectrum Allocation in Elastic Optical Networks
2026
Cited
0
Impact of Connectivity on Laplacian Representations in Reinforcement Learning
2026
Cited
0
From In Silico to In Vitro: Evaluating Molecule Generative Models for Hit Generation
2025
Cited
0
LGDC: Latent Graph Diffusion via Spectrum-Preserving Coarsening
2025
Cited
0
Reinforcement Learning Using known Invariances
2025
Cited
0
Bures-Wasserstein Flow Matching for Graph Generation
2025
Cited
0
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds
2025
Cited
0
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Co-authors
10 total
Pascal Frossard
Ecole Polytechnique Fédérale de Lausanne, EPFL
Thomas Maugey
Senior Researcher at Inria
Chenglin Li
Professor, Department of Electronic Engineering, Shanghai Jiao Tong University
Paolo Casari
Associate Professor, University of Trento
Michele Zorzi
Dept. of Information Engineering - University of Padova, Italy
Nikolaos Thomos
Professor at the University of Essex
Federico Chiariotti
Assistant Professor, University of Padova
Xiaoqing Zhu
Netflix
