Scholar
Guillaume Rabusseau
Google Scholar ID: t2i4V4EAAAAJ
Assistant Professor - Canada CIFAR AI Chair, Université de Montréal / Mila
Machine Learning
Tensors
Weighted Automata
Tensor Networks
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Citations & Impact
All-time
Citations
1,201
H-index
17
i10-index
24
Publications
20
Co-authors
21
list available
Contact
CV
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Publications
17 items
The Illusion of Superposition? A Principled Analysis of Latent Thinking in Language Models
2026
Cited
0
On the Role of Depth in the Expressivity of RNNs
2026
Cited
0
Model Merging via Data-Free Covariance Estimation
2026
Cited
0
Grokking Finite-Dimensional Algebra
2026
Cited
0
KQ-SVD: Compressing the KV Cache with Provable Guarantees on Attention Fidelity
2025
Cited
0
FlowQ-Net: A Generative Framework for Automated Quantum Circuit Design
2025
Cited
0
Benefits and Limitations of Communication in Multi-Agent Reasoning
2025
Cited
0
TGM: a Modular and Efficient Library for Machine Learning on Temporal Graphs
2025
Cited
0
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Resume (English only)
Academic Achievements
Multiple papers accepted at NeurIPS, ICML, AISTATS, etc.
Supervised several PhD and master students
Achieved significant academic results such as TGB benchmark, high-order pooling methods, etc.
Research Experience
Research interests include tensor/matrix factorization, graph neural networks, etc.
Published multiple papers in top conferences
Teaches courses on tensor/matrix factorization
Background
Associate Professor
Canada CIFAR AI Chair
Mila and Department of Computer Science and Operations Research (DIRO) at Université de Montréal
Miscellany
Looking for a postdoc with expertise in tensors and tensor networks for ML
Students are organizing a reading group on Tensor Networks for ML
Co-authors
21 total
Shenyang Huang
University of Oxford, McGill University, Montreal Institute for Learning Algorithms (Mila)
Reihaneh Rabbany
Assistant Professor of Computer Science, McGill University; Canada CIFAR AI Chair, Mila
Co-author 3
Doina Precup
DeepMind and McGill University
Co-author 5
Vincent François-Lavet
VU Amsterdam
Borja Balle
DeepMind
Co-author 8
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