QUOC-TUNG LE

Publications

Article dans une revue (5)

Bilevel gradient methods and the Morse parametric qualification condition Jérôme Bolte,Quoc-Tung Le,Edouard Pauwels,Samuel Vaiter Mathematics of Operations Research, In press, 31 p Article dans une revue hal-04942322v3
Butterfly factorization with error guarantees Quoc-Tung Le,Léon Zheng,Elisa Riccietti,Rémi Gribonval SIAM Journal on Matrix Analysis and Applications, 2025, 46 (4), ⟨10.1137/24M1708796⟩ Article dans une revue hal-04763712v2
Rapture of the deep: highs and lows of sparsity in a world of depths Rémi Gribonval,Elisa Riccietti,Quoc-Tung Le,Léon Zheng IEEE Signal Processing Magazine, 2025, 22 p Article dans une revue hal-04954574v4
Geometric and computational hardness of bilevel programming Jérôme Bolte,Quoc-Tung Le,Edouard Pauwels,Samuel Vaiter Mathematical Programming, Series A, In press, 32 p Article dans une revue hal-04649435v2
Spurious Valleys, NP-hardness, and Tractability of Sparse Matrix Factorization With Fixed Support Quoc-Tung Le,Elisa Riccietti,Rémi Gribonval SIAM Journal on Matrix Analysis and Applications, 2023, 44 (2), pp.503-529. ⟨10.1137/22M1496657⟩ Article dans une revue hal-03364668v5

Pré-publication, Document de travail (1)

Convergence of optimizers implies eigenvalues filtering at equilibrium Jerome Bolte,Quoc-Tung Le,Edouard Pauwels 2025 Pré-publication, Document de travail hal-05304566v1

Communication dans un congrès (7)

Fast Inference with Kronecker-Sparse Matrices Antoine Gonon,Léon Zheng,Pascal Carrivain,Quoc-Tung Le International Conference on Machine Learning, Jul 2025, Vancouver (BC), Canada Communication dans un congrès hal-04584450v5
On the Asymptotic Nonnegative Rank of Matrices and its Applications in Information Theory Yeow Meng Chee,Quoc-Tung Le,Duy Hoang Ta 2024 IEEE International Symposium on Information Theory (ISIT 2024), Jul 2024, Athènes, Greece. pp.1955-1960, ⟨10.1109/ISIT57864.2024.10619320⟩ Communication dans un congrès hal-05082382v1
Towards Better Bounds for Finding Quasi-Identifiers * Ryan Hildebrant,Quoc-Tung Le,Duy Hoang Ta,T. Hoa Vu 42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Jun 2023, Seattle WA USA, United States Communication dans un congrès hal-05082323v1
Does a sparse ReLU network training problem always admit an optimum? Quoc-Tung Le,Elisa Riccietti,Rémi Gribonval NeurIPS 2023 - Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, New Orleans (Lousiane), United States Communication dans un congrès hal-04108849v2
Can sparsity improve the privacy of neural networks? Antoine Gonon,Léon Zheng,Clément Lalanne,Quoc-Tung Le,Guillaume Laugaet al. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France Communication dans un congrès hal-04062317v3
Fast learning of fast transforms, with guarantees Quoc-Tung Le,Léon Zheng,Elisa Riccietti,Rémi Gribonval ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. ⟨10.1109/ICASSP43922.2022.9747791⟩ Communication dans un congrès hal-03438881v2
Structured Support Exploration For Multilayer Sparse Matrix Factorization Quoc-Tung Le,Rémi Gribonval ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto, Ontario, Canada. pp.1-5, ⟨10.1109/ICASSP39728.2021.9414238⟩ Communication dans un congrès hal-03132013v1

Logiciel (5)

Code for reproducible research - &quot;Butterfly factorization with error guarantees Quoc-Tung Le,Léon Zheng,Rémi Gribonval,Elisa Riccietti 2024, ⟨swh:1:dir:3eb1f227a0746e6e8a3577dfa9af340f4548435c;origin=https://hal.archives-ouvertes.fr/hal-04720713;visit=swh:1:snp:21befd2becea13037f5829e23457593a1d0ba16f;anchor=swh:1:rel:40482acf97bf213f4ae48549e39b3450ee631392;path=/⟩ Logiciel hal-04720713v1
Code for reproducible research: Does a sparse ReLU network training problem always admit an optimum? Quoc-Tung Le,Elisa Riccietti,Rémi Gribonval 2023, ⟨swh:1:dir:bc925c94db38e22382161dead27e7f667d47f71a;origin=https://hal.archives-ouvertes.fr/hal-04233925;visit=swh:1:snp:03d26f344bc6823ea9f499da1ebbe9c37a7c2c8d;anchor=swh:1:rel:893f968c69665c2ca0d3844b48ca1b07d14bd845;path=/⟩ Logiciel hal-04233925v2
Code for reproducible research - &quot;Spurious Valleys, NP-hardness, and Tractability of Sparse Matrix Factorization With Fixed Support Quoc-Tung Le,Elisa Riccietti,Rémi Gribonval 2022, ⟨swh:1:dir:96dde633bde9eb800bc2e298ae98dba0579cb052;origin=https://hal.archives-ouvertes.fr/hal-03667186;visit=swh:1:snp:5d6cba12bff4367e05a63c41938941f627ed2946;anchor=swh:1:rel:76d45ab397d6879990a7aa51621191589440f04b;path=/⟩ Logiciel hal-03667186v2
Code for reproducible research - Fast learning of fast transforms, with guarantees Léon Zheng,Quoc-Tung Le,Elisa Riccietti,Rémi Gribonval 2022, ⟨swh:1:dir:42d42bf905c9f3bbcd6cf5e1e0cda6be2d0d63de;origin=https://hal.archives-ouvertes.fr/hal-03552956;visit=swh:1:snp:6a2256426a0f3a7491086fbf2da554d7589d1e18;anchor=swh:1:rel:f477382c82ada89647864605ea44b12383c04167;path=/⟩ Logiciel hal-03552956v1
Code for the paper &quot;Structured Support Exploration For Multilayer Sparse Matrix Factorization Quoc-Tung Le,Rémi Gribonval 2022, ⟨swh:1:dir:6794fd3f41d50a4e51e6e7f11ee721efafda9806;origin=https://hal.archives-ouvertes.fr/hal-03572265;visit=swh:1:snp:e5760cb4d925b5f3529486ffde997d8e3e9ea07e;anchor=swh:1:rel:a190fb7ab69d170eede1666e9e3edec33c56224b;path=/⟩ Logiciel hal-03572265v1

Thèse (1)

Algorithmic and theoretical aspects of sparse deep neural networks Quoc-Tung Le Neural and Evolutionary Computing [cs.NE]. Ecole normale supérieure de lyon - ENS LYON, 2023. English. ⟨NNT : 2023ENSL0105⟩ Thèse tel-04329531v2

Mémoire d'étudiant (1)

Multilayer Sparse Matrix Factorization Quoc-Tung Le Computer Science [cs]. 2020 Mémoire d'étudiant hal-03130680v1