People (15) Authors with a page here who worked or studied at École Polytechnique Fédérale de Lausanne, confirmed by their records or by their bylines: first those whose cited work was done most here; beside each, their citations.
Caglar Gulcehre current · 2022–2026 on 25 papers 4 papers here · 30 888 citations Antoine Bosselut current · 2021–2026 on 119 papers 6 papers here · 6 472 citations Xavier Bresson 2003–2017 on 30 papers 2 papers here · 2 103 citations Prakhar Gupta 2018–2022 on 11 papers 2 papers here · 2 483 citations Martin Jaggi current · 2017–2026 on 152 papers · employment (Wikidata) 3 papers here · 1 675 citations Matteo Pagliardini current · 2018–2026 on 12 papers 2 papers here · 1 214 citations Amirkeivan Mohtashami current · 2022–2025 on 7 papers 2 papers here · 650 citations Robert West current · 2017–2026 on 213 papers · employment (Wikidata) 2 papers here · 856 citations Badr AlKhamissi current · 2023–2026 on 14 papers 3 papers here · 478 citations James Henderson 2018–2022 on 4 papers 6 papers here · 1 064 citations All 15 people →
Also published with this affiliation (29) Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.
Eric Horvitz 2025 on 2 papers 2 papers here · 3 165 citations Clara Meister current · 2025–2026 on 8 papers 2 papers here · 794 citations David Grangier 2006–2025 on 4 papers 16 papers here · 14 710 citations Marcello Federico 2023 on 2 papers 12 papers here · 8 161 citations Siddhartha Brahma 2011–2016 on 14 papers 2 papers here · 7 019 citations Vishrav Chaudhary 2022–2023 on 2 papers 16 papers here · 6 613 citations Nora Kassner 2023 on 2 papers 3 papers here · 6 152 citations Aleksander Mądry 2013–2014 on 3 papers 4 papers here · 5 529 citations Florian Tramer 2015–2017 on 6 papers · education (Wikidata) 3 papers here · 5 354 citations Samy Bengio 2004–2025 on 11 papers 4 papers here · 3 811 citations Nicola Cancedda 2023 on 2 papers 2 papers here · 2 708 citations Ingmar Weber 2008–2010 on 10 papers 3 papers here · 2 278 citations Abhishek Kumar 2017 on 2 papers 2 papers here · 1 693 citations Pratyush Kumar 2010–2011 on 3 papers 3 papers here · 1 664 citations Trung Bui 2004–2005 on 2 papers 3 papers here · 1 643 citations Brian Thompson 2023 on 2 papers 8 papers here · 1 551 citations Bill Byrne current · 2025 on 1 paper 5 papers here · 1 179 citations Maxime Peyrard 2016–2024 on 29 papers 2 papers here · 1 106 citations Albert Q. Jiang current · 2026 on 1 paper 3 papers here · 987 citations Zihan Li 2022–2025 on 10 papers 3 papers here · 978 citations Hamed Hassani 2009–2015 on 25 papers 3 papers here · 972 citations Xinchao Wang 2011–2016 on 13 papers 2 papers here · 876 citations Adrià de Gispert 2023–2025 on 2 papers 3 papers here · 834 citations Akhilesh Deepak Gotmare 2018–2020 on 2 papers 2 papers here · 734 citations Dong Zhang 2006–2007 on 2 papers 2 papers here · 587 citations All of them →
Works in our library (19) The most cited first (OpenAlex citations plus our library's).
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering Michael Defferrard, Xavier Bresson, Pierre Vandergheynst 2016 · 1 797 citations Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features Matteo Pagliardini, Prakhar Gupta, Martin Jaggi 2018 · 840 citations Neural Text Generation from Structured Data with Application to the Biography Domain Remi Lebret, David Grangier, Michael Auli 2016 · 696 citations Learning Word Vectors for 157 Languages Edouard Grave, Piotr Bojanowski, Prakhar Gupta, et al. 2018 · 640 citations Scalable Zero-shot Entity Linking with Dense Entity Retrieval Ledell Wu, Fabio Petroni, Martin Josifoski, et al. 2020 · 618 citations Document-Level Neural Machine Translation with Hierarchical Attention Networks Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, et al. 2018 · 411 citations Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks Rabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, et al. 2021 · 248 citations Humanity's Last Exam Long Phan, Alice Gatti, Ziwen Han, et al. 2025 · 235 citations Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation Shivalika Singh, Angelika Romanou, Clémentine Fourrier, et al. 2025 · 179 citations Investigating Cultural Alignment of Large Language Models Badr AlKhamissi, Muhammad ElNokrashy, Mai Alkhamissi, et al. 2024 · 177 citations All 19 works →
Topics What its works here are about; the number is its works on the topic.
🌳 Dependency parsing3 🧠 Language models & pretraining2 🌍 Multilingual & cross-lingual NLP2 🏷️ Named entity recognition1 🌐 Universal Dependencies1 🔁 Machine translation1 😊 Sentiment & emotion1 ✍️ Text generation1 📏 Evaluation & benchmarks1 🧮 Reasoning1 🔍 Information retrieval & search1 🖼️ Vision & language1
Fields: Natural language processing (8) · Linguistics & languages (6) · AI & machine learning (1) · Computing & GPUs (1) · Mathematics & statistics (1) · History & humanities (1)
Collaborates with Institutions on the bylines of the same works here; the number is the works they share.
Google2 Stanford University1 University of California, Berkeley1 Meta3 University of Washington1 University of Oxford1 Carnegie Mellon University3 University of Cambridge1 Microsoft2 Johns Hopkins University1 New York University1 University of Amsterdam1
Parent and units Part of Board of the Swiss Federal Institutes of Technology
Units NCCR Chemical Biology - Visualisation and Control of Biological Processes Using Chemistry Swiss Data Science Center
Related Idiap Research Institute NCCR Catalysis
From the Research Organization Registry (ROR); those with a page here are linked.
Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at École Polytechnique Fédérale de Lausanne; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.
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