← Authors

Thomas Laurent

14 papers · 2012–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (13) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (19) 🀝 Dynamic Duo (12) 🌱 Topic Pioneer πŸ’Ž Century Club (14) πŸ—ƒοΈ Keyword Collector (60) πŸ“ˆ Trend Setter

Conferences

ICLR (4) ICML (4) NIPS (4) JMLR (2)

Top co-authors

Xavier Bresson (12) James von Brecht (5) Xiaoxin He (4) Bryan Hooi (3) Yann LeCun (3) Adam Perold (2) Anh Tuan Luu (2) David Uminsky (2) Vijay Prakash Dwivedi (2) Yoshua Bengio (2)

Keywords

graph neural network (3) clustering algorithm (3) graph representation (2) local minimum (2) graph cut (2) unsupervised clustering (2) cheeger cut (2) spectral clustering (2) nonnegative matrix factorization (1) graph clustering (1) dimensionality reduction (1) neural network optimization (1) question answering (1) knowledge graph reasoning (1) balanced cut (1) graph representation learning (1) graph partitioning (1) convex loss (1) graph theory (1) energy landscape (1)

Papers

A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition ICML 2025
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning ICLR 2024
Feature Collapse ICLR 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering NIPS 2024
Benchmarking Graph Neural Networks JMLR 2023
Long-Tailed Learning Requires Feature Learning ICLR 2023
A Generalization of ViT/MLP-Mixer to Graphs ICML 2023
Graph Neural Networks with Learnable Structural and Positional Representations ICLR 2022
Deep Linear Networks with Arbitrary Loss: All Local Minima Are Global ICML 2018
The Multilinear Structure of ReLU Networks ICML 2018
The Product Cut NIPS 2016
Consistency of Cheeger and Ratio Graph Cuts JMLR 2016
Multiclass Total Variation Clustering NIPS 2013
Convergence and Energy Landscape for Cheeger Cut Clustering NIPS 2012