---
title: "École Polytechnique Fédérale de Lausanne — research, people"
description: "École Polytechnique Fédérale de Lausanne (Lausanne, Switzerland): 19 works on the Elamur Research site, 15 people with a page, 6,324 citations; its…"
canonical: "https://research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/)

[home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [universities](https://md.research.elamur.ai/free/en/universities/) / École Polytechnique Fédérale de Lausanne

# École Polytechnique Fédérale de Lausanne

University [Lausanne](https://md.research.elamur.ai/free/en/agglomerations/lausanne/), Switzerlandin the agglomeration of [Lausanne](https://md.research.elamur.ai/free/en/agglomerations/lausanne/) · EPFL

- [Website](https://www.epfl.ch/)
- [ROR](https://ror.org/02s376052)
- [OpenAlex](https://openalex.org/I5124864)

[**19** works in our library](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/#works) · [**44** people with a page](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/authors/) · [**6,324** citations of these works](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/#works) · [**2,346** citations in our library](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/#works)

## People (44)

Authors with a page here who worked or studied at École Polytechnique Fédérale de Lausanne: first those whose cited work was done most here; beside each, their citations.

### Core (15)

Confirmed by their records, or by their bylines here with a fair part of their work.

- [Caglar Gulcehre](https://md.research.elamur.ai/free/en/authors/caglar-gulcehre/) — current · 2022–2026 on 25 papers · 4 papers here · 30,888 citations
- [Antoine Bosselut](https://md.research.elamur.ai/free/en/authors/antoine-bosselut/) — current · 2021–2026 on 119 papers · 6 papers here · 6,472 citations
- [Xavier Bresson](https://md.research.elamur.ai/free/en/authors/xavier-bresson/) — 2003–2017 on 30 papers · 2 papers here · 2,103 citations
- [Prakhar Gupta](https://md.research.elamur.ai/free/en/authors/prakhar-gupta/) — 2018–2022 on 11 papers · 2 papers here · 2,483 citations
- [Martin Jaggi](https://md.research.elamur.ai/free/en/authors/martin-jaggi/) — current · 2017–2026 on 152 papers · employment (Wikidata) · 3 papers here · 1,675 citations
- [Matteo Pagliardini](https://md.research.elamur.ai/free/en/authors/matteo-pagliardini/) — current · 2018–2026 on 12 papers · 2 papers here · 1,214 citations
- [Amirkeivan Mohtashami](https://md.research.elamur.ai/free/en/authors/amirkeivan-mohtashami/) — current · 2022–2025 on 7 papers · 2 papers here · 650 citations
- [Robert West](https://md.research.elamur.ai/free/en/authors/robert-west/) — current · 2017–2026 on 213 papers · employment (Wikidata) · 2 papers here · 856 citations
- [Badr AlKhamissi](https://md.research.elamur.ai/free/en/authors/badr-alkhamissi/) — current · 2023–2026 on 14 papers · 3 papers here · 478 citations
- [James Henderson](https://md.research.elamur.ai/free/en/authors/james-henderson/) — 2018–2022 on 4 papers · 6 papers here · 1,064 citations
- [Angelika Romanou](https://md.research.elamur.ai/free/en/authors/angelika-romanou/) — current · 2020–2026 on 16 papers · 2 papers here · 626 citations
- [Rabeeh Karimi Mahabadi](https://md.research.elamur.ai/free/en/authors/rabeeh-karimi-mahabadi/) — 2014–2024 on 14 papers · 2 papers here · 559 citations
- [Nikolaos Pappas](https://md.research.elamur.ai/free/en/authors/nikolaos-pappas/) — 2013–2018 on 8 papers · 2 papers here · 596 citations
- [Alireza Mohammadshahi](https://md.research.elamur.ai/free/en/authors/alireza-mohammadshahi/) — 2019–2024 on 12 papers · 3 papers here · 100 citations
- [Emanuela Boros](https://md.research.elamur.ai/free/en/authors/emanuela-boros/) — current · 2023–2026 on 17 papers · employment (Wikidata) · 2 papers here · 68 citations

**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](https://md.research.elamur.ai/free/en/authors/eric-horvitz/) — 2025 on 2 papers · 2 papers here · 3,165 citations
- [Clara Meister](https://md.research.elamur.ai/free/en/authors/clara-meister/) — current · 2025–2026 on 8 papers · 2 papers here · 794 citations
- [David Grangier](https://md.research.elamur.ai/free/en/authors/david-grangier/) — 2006–2025 on 4 papers · 16 papers here · 14,710 citations
- [Marcello Federico](https://md.research.elamur.ai/free/en/authors/marcello-federico/) — 2023 on 2 papers · 12 papers here · 8,161 citations
- [Siddhartha Brahma](https://md.research.elamur.ai/free/en/authors/siddhartha-brahma/) — 2011–2016 on 14 papers · 2 papers here · 7,019 citations
- [Vishrav Chaudhary](https://md.research.elamur.ai/free/en/authors/vishrav-chaudhary/) — 2022–2023 on 2 papers · 16 papers here · 6,613 citations
- [Nora Kassner](https://md.research.elamur.ai/free/en/authors/nora-kassner/) — 2023 on 2 papers · 3 papers here · 6,152 citations
- [Aleksander Mądry](https://md.research.elamur.ai/free/en/authors/aleksander-madry/) — 2013–2014 on 3 papers · 4 papers here · 5,529 citations
- [Florian Tramer](https://md.research.elamur.ai/free/en/authors/florian-tramer/) — 2015–2017 on 6 papers · education (Wikidata) · 3 papers here · 5,354 citations
- [Samy Bengio](https://md.research.elamur.ai/free/en/authors/samy-bengio/) — 2004–2025 on 11 papers · 4 papers here · 3,811 citations
- [Nicola Cancedda](https://md.research.elamur.ai/free/en/authors/nicola-cancedda/) — 2023 on 2 papers · 2 papers here · 2,708 citations
- [Ingmar Weber](https://md.research.elamur.ai/free/en/authors/ingmar-weber/) — 2008–2010 on 10 papers · 3 papers here · 2,278 citations
- [Abhishek Kumar](https://md.research.elamur.ai/free/en/authors/abhishek-kumar/) — 2017 on 2 papers · 2 papers here · 1,693 citations
- [Pratyush Kumar](https://md.research.elamur.ai/free/en/authors/pratyush-kumar/) — 2010–2011 on 3 papers · 3 papers here · 1,664 citations
- [Trung Bui](https://md.research.elamur.ai/free/en/authors/trung-bui/) — 2004–2005 on 2 papers · 3 papers here · 1,643 citations
- [Brian Thompson](https://md.research.elamur.ai/free/en/authors/brian-thompson/) — 2023 on 2 papers · 8 papers here · 1,551 citations
- [Bill Byrne](https://md.research.elamur.ai/free/en/authors/bill-byrne/) — current · 2025 on 1 paper · 5 papers here · 1,179 citations
- [Maxime Peyrard](https://md.research.elamur.ai/free/en/authors/maxime-peyrard/) — 2016–2024 on 29 papers · 2 papers here · 1,106 citations
- [Albert Q. Jiang](https://md.research.elamur.ai/free/en/authors/albert-q-jiang/) — current · 2026 on 1 paper · 3 papers here · 987 citations
- [Zihan Li](https://md.research.elamur.ai/free/en/authors/zihan-li/) — 2022–2025 on 10 papers · 3 papers here · 978 citations
- [Hamed Hassani](https://md.research.elamur.ai/free/en/authors/hamed-hassani/) — 2009–2015 on 25 papers · 3 papers here · 972 citations
- [Xinchao Wang](https://md.research.elamur.ai/free/en/authors/xinchao-wang/) — 2011–2016 on 13 papers · 2 papers here · 876 citations
- [Adrià de Gispert](https://md.research.elamur.ai/free/en/authors/adria-de-gispert/) — 2023–2025 on 2 papers · 3 papers here · 834 citations
- [Akhilesh Deepak Gotmare](https://md.research.elamur.ai/free/en/authors/akhilesh-deepak-gotmare/) — 2018–2020 on 2 papers · 2 papers here · 734 citations
- [Dong Zhang](https://md.research.elamur.ai/free/en/authors/dong-zhang/) — 2006–2007 on 2 papers · 2 papers here · 587 citations

The first 25; all on the full list below.

[See all 44 people →](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/authors/)

## 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](https://md.research.elamur.ai/free/en/papers/defferrard-2016-convolutional-neural-networks-graphs-fast/) — Michael Defferrard, Xavier Bresson, Pierre Vandergheynst · 2016 · 1,797 citations
- [Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features](https://md.research.elamur.ai/free/en/papers/pagliardini-2018-unsupervised-learning-sentence-embeddings-compositional/) — Matteo Pagliardini, Prakhar Gupta, Martin Jaggi · 2018 · 840 citations
- [Neural Text Generation from Structured Data with Application to the Biography Domain](https://md.research.elamur.ai/free/en/papers/lebret-2016-neural-text-generation-structured-data/) — Remi Lebret, David Grangier, Michael Auli · 2016 · 696 citations
- [Learning Word Vectors for 157 Languages](https://md.research.elamur.ai/free/en/papers/grave-2018-learning-word-vectors-157-languages/) — Edouard Grave, Piotr Bojanowski, Prakhar Gupta, et al. · 2018 · 640 citations
- [Scalable Zero-shot Entity Linking with Dense Entity Retrieval](https://md.research.elamur.ai/free/en/papers/wu-2020-scalable-zero-shot-entity-linking/) — Ledell Wu, Fabio Petroni, Martin Josifoski, et al. · 2020 · 618 citations
- [Document-Level Neural Machine Translation with Hierarchical Attention Networks](https://md.research.elamur.ai/free/en/papers/miculicich-2018-document-level-neural-machine-translation/) — Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, et al. · 2018 · 411 citations
- [Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks](https://md.research.elamur.ai/free/en/papers/mahabadi-2021-parameter-efficient-multi-task-fine/) — Rabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, et al. · 2021 · 248 citations
- [Humanity's Last Exam](https://md.research.elamur.ai/free/en/papers/phan-2025-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](https://md.research.elamur.ai/free/en/papers/singh-2025-global-mmlu-understanding-addressing-cultural/) — Shivalika Singh, Angelika Romanou, Clémentine Fourrier, et al. · 2025 · 179 citations
- [Investigating Cultural Alignment of Large Language Models](https://md.research.elamur.ai/free/en/papers/alkhamissi-2024-investigating-cultural-alignment-large-language/) — Badr AlKhamissi, Muhammad ElNokrashy, Mai Alkhamissi, et al. · 2024 · 177 citations
- [Do Llamas Work in English? On the Latent Language of Multilingual Transformers](https://md.research.elamur.ai/free/en/papers/wendler-2024-do-llamas-work-english-latent/) — Chris Wendler, Veniamin Veselovsky, Giovanni Monea, et al. · 2024 · 170 citations
- [REFINER: Reasoning Feedback on Intermediate Representations](https://md.research.elamur.ai/free/en/papers/paul-2023-refiner-reasoning-feedback-intermediate-representations/) — Debjit Paul, Mete Ismayilzada, Maxime Peyrard, et al. · 2023 · 152 citations
- [End-to-End Bias Mitigation by Modelling Biases in Corpora](https://md.research.elamur.ai/free/en/papers/mahabadi-2020-end-end-bias-mitigation-modelling/) — Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson · 2020 · 107 citations
- [Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement](https://md.research.elamur.ai/free/en/papers/mohammadshahi-2021-recursive-non-autoregressive-graph-graph/) — Alireza Mohammadshahi, James Henderson · 2021 · 26 citations
- [Graph-to-Graph Transformer for Transition-based Dependency Parsing](https://md.research.elamur.ai/free/en/papers/mohammadshahi-2020-graph-graph-transformer-transition-based/) — Alireza Mohammadshahi, James Henderson · 2020 · 23 citations
- [The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task](https://md.research.elamur.ai/free/en/papers/barry-2021-dcu-epfl-enhanced-dependency-parser/) — James Barry, Alireza Mohammadshahi, Joachim Wagner, et al. · 2021 · 4 citations
- [Dreaming Out Loud: A Self-Synthesis Approach For Training Vision-Language Models With Developmentally Plausible Data](https://md.research.elamur.ai/free/en/papers/alkhamissi-2024-dreaming-out-loud-self-synthesis/) — Badr AlKhamissi, Yingtian Tang, Abdülkadir Gökce, et al. · 2024 · 1 citation
- [From Corpus to Concept Scheme: Developing a SKOS Vocabulary for Armenian Epigraphic Heritage](https://md.research.elamur.ai/free/en/papers/tamrazyan-2026-corpus-concept-scheme-developing-skos/) — Hamest Tamrazyan, Kamal Nour, Emanuela Boros · 2026
- [Who Generates More Empathetic Responses–-Humans or LLMs? A Comparative Evaluation with Human and LLM Judges](https://md.research.elamur.ai/free/en/papers/welivita-2026-who-generates-more-empathetic-responses/) — Anuradha Welivita, Fawzia Zeitoun, Pearl Pu · 2026

## Topics

What its works here are about; the number is its works on the topic.

[Dependency parsing 3](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Language models & pretraining 2](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP 2](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Named entity recognition 1](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Universal Dependencies 1](https://md.research.elamur.ai/free/en/topics/universal-dependencies/) · [Machine translation 1](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Sentiment & emotion 1](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Text generation 1](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Evaluation & benchmarks 1](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning 1](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Information retrieval & search 1](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Vision & language 1](https://md.research.elamur.ai/free/en/topics/multimodal/)

Fields: [Natural language processing](https://md.research.elamur.ai/free/en/shelves/nlp/) (8) · [Linguistics & languages](https://md.research.elamur.ai/free/en/shelves/linguistics/) (6) · [AI & machine learning](https://md.research.elamur.ai/free/en/shelves/ai/) (1) · [Computing & GPUs](https://md.research.elamur.ai/free/en/shelves/computing/) (1) · [Mathematics & statistics](https://md.research.elamur.ai/free/en/shelves/mathematics/) (1) · [History & humanities](https://md.research.elamur.ai/free/en/shelves/history/) (1)

## Collaborates with

Institutions on the bylines of the same works here; the number is the works they share.

[Google 2](https://md.research.elamur.ai/free/en/companies/google/) [Stanford University 1](https://md.research.elamur.ai/free/en/universities/stanford-university/) [University of California, Berkeley 1](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) [Meta 3](https://md.research.elamur.ai/free/en/companies/meta/) [University of Washington 1](https://md.research.elamur.ai/free/en/universities/university-of-washington/) [University of Oxford 1](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) [Carnegie Mellon University 3](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) [University of Cambridge 1](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) [Microsoft 2](https://md.research.elamur.ai/free/en/companies/microsoft/) [Johns Hopkins University 1](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) [New York University 1](https://md.research.elamur.ai/free/en/universities/new-york-university/) [University of Amsterdam 1](https://md.research.elamur.ai/free/en/universities/university-of-amsterdam/)

## 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](https://md.research.elamur.ai/free/en/labs/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.