Thomas Laurent
14 papers · 2012–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (13) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (12)
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Cross-Pollinator
(12)
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Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(19)
π€
Dynamic Duo
(12)
π±
Topic Pioneer
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Century Club
(14)
ποΈ
Keyword Collector
(60)
π
Trend Setter
Conferences
ICLR (4)
ICML (4)
NIPS (4)
JMLR (2)
Top co-authors
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