Hi! I'm Yuan Yin 银元
AI Researcher at Valeo.ai
That's me at the Aussichtsturm Uetliberg in Zurich, Summer 2024.
My research focuses on machine learning and deep learning for spatiotemporal sequence modeling, simulation, prediction, and analysis of complex behaviors. I also explore methods to extend the generalization of data-driven models, particularly through model adaptation.
I defended my PhD in June 2023 at Sorbonne Université, under the supervision of Prof. Patrick Gallinari and Assoc. Prof. Nicolas Baskiotis. Before that, I obtained my BSc in Computer Science from Beihang University in 2016, followed by an MSc in Computer Science from Université Paris Cité (M1 MPRI) and Sorbonne Université (M2 DAC) in 2018-2019.
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| Apr 2, 2025 | Elhadi Chiter started as an intern at Valeo.ai. | |
| Jan 28, 2025 | I was featured in a portrait in issue N°18 of the French AI magazine ActuIA. | |
| Jan 22, 2025 | Neural Solver, a paper I co-authored, has been accepted to ICLR 2025! | |
| Dec 1, 2024 | I started as an AI Researcher at Valeo.ai. | |
| Sep 25, 2024 | GEPS, a paper I co-authored, has been accepted to NeurIPS 2024! | |
| Aug 11, 2024 | Our latest work, ReGentS, has been accepted to ECCV 2024 W-CODA workshop! | |
| Apr 19, 2024 | I received the Accessit ex-aequo for the AFIA 2024 AI Thesis Prize. | |
| Apr 7, 2024 | TimeFlow, a paper I co-ordinated, has been accepted to TMLR! | |
| Apr 2, 2024 | I started as a Postdoctoral AI Researcher at Valeo.ai. | |
| Mar 3, 2024 | 2 papers [a, b] I co-authored have been accepted to ICLR 2024 AI4DiffEqtnsInSci Workshop! | |
| Jan 31, 2024 | I gave a talk at the Workshop “Mathematical Foundations of AI”, at DATAIA-SCAI | |
| Jan 25, 2024 | I gave a talk at the seminar at Valeo.ai. | |
| Dec 13, 2023 | I have been recognized as a Top Reviewer at NeurIPS 2023! | |
| Nov 30, 2023 | I gave a talk at the seminar of UMR MIA Paris-Saclay, at AgroParisTech. | |
| Nov 20, 2023 | I gave a talk on APHYNITY at the seminar of Team MCS of Laboratoire Analyse, Géométrie et Applications, at Université Sorbonne Paris Nord (Paris-13). | |
| Sep 22, 2023 | Patrick and I co-presented at ECML-PKDD 2023 the tutorial on Physics-Aware Deep Learning (Site & slides) | |
| Sep 21, 2023 | CORAL, a paper I co-ordinated, has been accepted at NeurIPS 2023! | |
| Jun 28, 2023 | I successfully defended my PhD thesis. | |
| Jun 19, 2023 | INFINITY, a paper I co-ordinated, has been accepted at ICML 2023 Workshop on SynS&ML! | |
| May 4, 2023 | I presented CoDA and DINo at the Seminar of Signal Processing Laboratory (LTS4) at EPFL | |
| May 3, 2023 | I’m sorry to announce that I won’t be able to attend our ICLR spotlight presentation of DINo in Kigali, Rwanda. Please check our paper, poster and slides here. | |
| Apr 17, 2023 | Matthieu and I gave a talk on DINo at AI for Science Talks. | |
| Mar 27, 2023 | I gave a talk on APHINITY at the seminar of SIG LearnSFluid. | |
| Mar 20, 2023 | I was invited to give a talk at AP-HP on applying machine learning to medical biology. | |
| Jan 21, 2023 | Our latest work, DINo, has been accepted at ICLR 2023 as a Spotlight paper (officially called Notable-Top-25%). | |
| Nov 28, 2022 | Jean-Yves and I gave a talk on DINo at the seminar of Criteo AI Lab. | |
| Oct 18, 2022 | I presented APHYNITY at the joint seminar of Sorbonne Université, ISAE, and Cerfacs. | |
| Jul 17, 2022 | Matthieu presented our work CoDA in person at ICML 2022 in New Orleans. | |
| May 14, 2022 | Our work, CoDA, has been accepted at ICML 2022 as Spotlight presentation. | |
| Feb 8, 2022 | I gave a talk on my work on hybrid modeling and generalization at Extrality, a French startup working on machine learning accelerated CFD models. | |
| Dec 8, 2021 | I presented our work LEADS at NeurIPS 2021 and NeurIPS@Paris 2021. | |
| Sep 27, 2021 | Our work, LEADS, has been accepted at NeurIPS 2021. | |
| May 6, 2021 | Ibrahim presented APHYNITY at ICLR 2021. | |
| Mar 22, 2021 | I presented the short version of LEADS at AAAI 2021 MLPS Spring Symposium. | |
| Feb 20, 2021 | The short version of LEADS has been accepted to AAAI 2021 MLPS Spring Symposium. | |
| Jan 7, 2021 | Our work, APHYNITY, has been accepted at ICLR 2021 as Oral presentation. | |
| Oct 4, 2019 | I presented “Unsupervised Inpainting for Occluded Sea Surface Temperature Sequences” at CI 2019. | |
| Oct 1, 2019 | I started as PhD Student in the MLIA team at Sorbonne Université. | |
| Aug 9, 2019 | Our work, Unsupervised Inpainting for Occluded Sea Surface Temperature Sequences, has been accepted to CI 2019. | |
| Feb 18, 2019 | I started my intership in the MLIA team at Sorbonne Université. |