Léon Zheng

15 papers A* 2B 1Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fast and Robust Likelihood-Guided Diffusion Posterior Sampling with Amortized Variational Inference.
CoRR
Léon Zheng, Thomas Hirtz, Yazid Janati, Eric Moulines
2026 J jnl
Rapture of the Deep: Highs and lows of sparsity in a world of depths.
IEEE Signal Process. Mag.
Rémi Gribonval, Elisa Riccietti, Quoc-Tung Le, Léon Zheng
2025 J jnl
Butterfly Factorization with Error Guarantees.
SIAM J. Matrix Anal. Appl.
Quoc-Tung Le, Léon Zheng, Elisa Riccietti, Rémi Gribonval
2025 A* conf
Fast Inference with Kronecker-Sparse Matrices.
ICML
Antoine Gonon, Léon Zheng, Pascal Carrivain, Quoc-Tung Le
2024 — —
Data frugality and computational efficiency in deep learning. (Frugalité en données et efficacité computationnelle dans l'apprentissage profond).
Léon Zheng
2024 J jnl
Make Inference Faster: Efficient GPU Memory Management for Butterfly Sparse Matrix Multiplication.
CoRR
Antoine Gonon, Léon Zheng, Pascal Carrivain, Quoc-Tung Le
2024 B conf
Replacing OTN Core Networks with Packet Networks: Demonstration of 100Gb/s OTU4s over 400Gb/s Private Line Emulation (PLE) in Packet Networks.
GLOBECOM
Mika Silvola, Ravi Singla, Hao Su, Lars Pedersen, Ashwin Gumaste, Walid Wakim, Rajan Rao, Dan Nielsen, Dean Humphreys, Angelito Fortes, Léon Zheng, Apurva Kumar, Chuck Tato
2023 J jnl
Butterfly factorization by algorithmic identification of rank-one blocks.
CoRR
Léon Zheng, Gilles Puy, Elisa Riccietti, Patrick Pérez, Rémi Gribonval
2023 J jnl
Efficient Identification of Butterfly Sparse Matrix Factorizations.
SIAM J. Math. Data Sci.
Léon Zheng, Elisa Riccietti, Rémi Gribonval
2023 A* conf
Self-supervised learning with rotation-invariant kernels.
ICLR
Léon Zheng, Gilles Puy, Elisa Riccietti, Patrick Pérez, Rémi Gribonval
2023 J jnl
Sparsity in neural networks can increase their privacy.
CoRR
Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga, Can Pouliquen
2022 Misc conf
Fast Learning of Fast Transforms, with Guarantees.
ICASSP
Quoc-Tung Le, Léon Zheng, Elisa Riccietti, Rémi Gribonval
2022 J jnl
Self-supervised learning with rotation-invariant kernels.
CoRR
Léon Zheng, Gilles Puy, Elisa Riccietti, Patrick Pérez, Rémi Gribonval
2021 J jnl
Identifiability in Exact Multilayer Sparse Matrix Factorization.
CoRR
Léon Zheng, Rémi Gribonval, Elisa Riccietti
2021 J jnl
Identifiability in Exact Two-Layer Sparse Matrix Factorization.
CoRR
Léon Zheng, Rémi Gribonval, Elisa Riccietti