Guillaume Salha-Galvan

@guillaumesalhagalvan.com

Associate Professor in AI 🇫🇷 👨‍🏫 Shanghai Jiao Tong University (SJTU) SJTU Paris Elite Institute of Technology Founder and PI, Sino-French Data & AI Lab #RecSys #LLM #Agents #GraphML #Music #Tech #Research 🔗 guillaumesalhagalvan.com

A small throwback to our AI Without Borders Summer School earlier this summer… featuring a photo discreetly taken by one of our students! 🤭 Visiting Shanghai from Australia! This summer school, welcoming students from around the world, was organized with Sijia Kong, Sinan Zhu, and Huijuan Gu.

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令人钦佩的成就! 这也再次体现了中法联合培养的独特价值:中国扎实的学术基础,配上巴黎综合理工学院(École Polytechnique)等法国名校的教育资源,为青年人才和学术创新创造了更多可能。🇨🇳 🇫🇷 特别高兴的是,她成为历史上第三位获得菲尔兹奖的女性数学家。女性科学家的贡献曾长期不被看见,现在终于获得越来越多的认可,令人欣慰。 祝贺王虹教授!

Three minutes with Hong Wang (X2010), Fields Medal 2026

YouTube video by Ecole polytechnique

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The impact of Claude: it - has become very cheap to produce submissions (quality?) - remains very expensive to evaluate them by humans. Possible solutions are limited (I don't advocate ... yet) - Limit submissions - LLM assistance for reviews - Partially restrict authors to submit after rejections

Tony S.F.@tonysf.bsky.social · 4w ago

Big lack of qualified reviewers? The cost of generation seems headed to 0 relative to the cost of verification; seems obvious that we must change norms so verification is seen as more of a contribution? What if we require authors to review for some number of conferences before being able to submit?

photo taken from https://x.com/mar_kar_/status/2074240160758444372

[More #ICML2026] I'll do many things for good friends… even present a Spotify poster after working for a competitor for nearly 8 years! 😁 Come check out our joint work with Walid Bendada, titled "Size- and Dispersion-Corrected Two-Level Softmax Sampling," on July 10 at the SPIGM@ICML workshop.

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Better late than never: Sophie Germain’s name is to be engraved on the Eiffel Tower in recognition of her groundbreaking work in mathematics, after a lifetime spent fighting for acceptance in the sexist environment of the late 18th and early 19th centuries. 🗼📐

Rebel with a cause

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Happy to share this new LLM paper, just accepted at ECML-PKDD 2026! 🥳 This joint work with my former colleagues from the French music streaming service Deezer presents an LLM-based system automatically describing the “Daily Mix” music playlists recommended to millions of users every day. (1/2)

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More good news for ICML 2026! 🎉 Our work with Walid Bendada (Spotify), titled “Size- and Dispersion-Corrected Two-Level Softmax Sampling”, will be presented this July at the ICML 2026 Workshop on Structured Probabilistic Inference & Generative Modeling. More details online soon. See you in Seoul.

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Today NeurIPS is announcing our official satellite event in Paris. After responding to the call from Ellis following the success of EurIPS in December, we are pleased to reach a new milestone by joining forces with the NeurIPS organizing committee for the 2026 edition.