Youssef Mroueh
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
29
Venues
9
Active years
2014–2026
Best venue rank
A*
Where they publish
Papers
29 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | GP-MoLFormer-Sim: Test Time Molecular Optimization Through Contextual Similarity Guidance. | Jir Navrtil, Jarret Ross, Payel Das, Youssef Mroueh, Samuel C. Hoffman, Vijil Chenthamarakshan, Brian Belgodere |
| 2025 | ICLR | Large Language Models can Become Strong Self-Detoxifiers. | Ching-Yun Ko, Pin-Yu Chen, Payel Das, Youssef Mroueh, Soham Dan, Georgios Kollias, Subhajit Chaudhury, Tejaswini Pedapati, Luca Daniel |
| 2024 | ICML | Risk Aware Benchmarking of Large Language Models. | Apoorva Nitsure, Youssef Mroueh, Mattia Rigotti, Kristjan H. Greenewald, Brian Belgodere, Mikhail Yurochkin, Jir Navrtil, Igor Melnyk, Jarret Ross |
| 2023 | ICLR | Learning with Stochastic Orders. | Carles Domingo-Enrich, Yair Schiff, Youssef Mroueh |
| 2022 | AISTATS | Cycle Consistent Probability Divergences Across Different Spaces. | Zhengxin Zhang, Youssef Mroueh, Ziv Goldfeld, Bharath K. Sriperumbudur |
| 2022 | ICLR | Tighter Sparse Approximation Bounds for ReLU Neural Networks. | Carles Domingo-Enrich, Youssef Mroueh |
| 2021 | AAAI | Improved Mutual Information Estimation. | Youssef Mroueh, Igor Melnyk, Pierre L. Dognin, Jarret Ross, Tom Sercu |
| 2021 | AISTATS | On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow. | Youssef Mroueh, Truyen Nguyen |
| 2021 | ICASSP | Tabular Transformers for Modeling Multivariate Time Series. | Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre L. Dognin, Jerret Ross, Ravi Nair, Erik R. Altman |
| 2021 | ICLR | Fair Mixup: Fairness via Interpolation. | Ching-Yao Chuang, Youssef Mroueh |
| 2020 | ACL | Learning Implicit Text Generation via Feature Matching. | Inkit Padhi, Pierre L. Dognin, Ke Bai, Ccero Nogueira dos Santos, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das |
| 2020 | AISTATS | Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces. | David Alvarez-Melis, Youssef Mroueh, Tommi S. Jaakkola |
| 2020 | AISTATS | Wasserstein Style Transfer. | Youssef Mroueh |
| 2020 | ICASSP | Improving Efficiency in Large-Scale Decentralized Distributed Training. | Wei Zhang, Xiaodong Cui, Abdullah Kayi, Mingrui Liu, Ulrich Finkler, Brian Kingsbury, George Saon, Youssef Mroueh, Alper Buyuktosunoglu, Payel Das, David S. Kung, Michael Picheny |
| 2020 | ICLR | Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets. | Mingrui Liu, Youssef Mroueh, Jerret Ross, Wei Zhang, Xiaodong Cui, Payel Das, Tianbao Yang |
| 2019 | AISTATS | Implicit Kernel Learning. | Chun-Liang Li, Wei-Cheng Chang, Youssef Mroueh, Yiming Yang, Barnabs Pczos |
| 2019 | AISTATS | Sobolev Descent. | Youssef Mroueh, Tom Sercu, Anant Raj |
| 2019 | CVPR | Adversarial Semantic Alignment for Improved Image Captions. | Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu |
| 2019 | ICCV | Learning Implicit Generative Models by Matching Perceptual Features. | Ccero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre L. Dognin |
| 2019 | ICLR | Improved Adversarial Image Captioning. | Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu |
| 2019 | ICLR | Wasserstein Barycenter Model Ensembling. | Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Ccero Nogueira dos Santos, Tom Sercu |
| 2018 | ICLR | Sobolev GAN. | Youssef Mroueh, Chun-Liang Li, Tom Sercu, Anant Raj, Yu Cheng |
| 2017 | AISTATS | Co-Occurring Directions Sketching for Approximate Matrix Multiply. | Youssef Mroueh, Etienne Marcheret, Vaibhava Goel |
| 2017 | AISTATS | Local Group Invariant Representations via Orbit Embeddings. | Anant Raj, Abhishek Kumar, Youssef Mroueh, Tom Fletcher, Bernhard Schlkopf |
| 2017 | CVPR | Self-Critical Sequence Training for Image Captioning. | Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel |
| 2017 | ICML | McGan: Mean and Covariance Feature Matching GAN. | Youssef Mroueh, Tom Sercu, Vaibhava Goel |
| 2015 | ICASSP | Deep multimodal learning for Audio-Visual Speech Recognition. | Youssef Mroueh, Etienne Marcheret, Vaibhava Goel |
| 2015 | ICML | Convex Learning of Multiple Tasks and their Structure. | Carlo Ciliberto, Youssef Mroueh, Tomaso A. Poggio, Lorenzo Rosasco |
| 2014 | ISIT | On efficiency and low sample complexity in phase retrieval. | Youssef Mroueh, Lorenzo Rosasco |