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Xavier Bresson — most-cited papers & profile · Recommender Systems
← authors
·
overview
Xavier Bresson
17
papers ·
634
citations ·
42
h-index
National University of Singapore
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graph Neural Networks with Learnable Structural and Positional Representations
2021 · 25 citations
On Learning Paradigms for the Travelling Salesman Problem
2019 · 21 citations
Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman Problem
2022 · 8 citations
Graph Transformers for Large Graphs
2023 · 2 citations
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
2024 · 1 citations
Semantic Role Aware Correlation Transformer for Text to Video Retrieval
2022
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification
2024
Topics
GNN Architectures
Model-Based RL
Value-Based
Knowledge Graphs
Theory & Expressivity
Molecular & Drug
Visual Language
Video Understanding