Weize Xu @Nanguage
Postdoc Scholar @Stanford BASE, Genetics | Build AI agent system for life science/biomedicine(PantheonOS: https://t.co/pdpUJ0jfMB) github.com/Nanguage Palo Alto, CA Joined August 2015-
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Exciting update on PantheonOS: Introducing Pantheon-Notebook & Pantheon-CLI — the first fully open-source, Python-based agentic tools that go beyond Claude Code in the field of data analysis. Pantheon-CLI runs entirely on your computer or server, supports 60+ tools and 50+…
Ever imagined running Seurat with natural language and exploring your data step by step? No code This Pantheon-CLI case study shows a full single-cell workflow—normalization, clustering, QC, marker detection, and cell type mapping—all through conversation. youtube.com/watch?v=z407b9…
🎉Grateful shoutout to Zehua(@starlitnightly) for the incredible work on Pantheon-CLI and to Xiaojie(@Xiaojie_Qiu) for the steadfast support! Try Pantheon-CLI and share feedback—we’re building in the open. Next up: Pantheon-Lab (web) and our distributed agent framework,…
🎉Grateful shoutout to Zehua(@starlitnightly) for the incredible work on Pantheon-CLI and to Xiaojie(@Xiaojie_Qiu) for the steadfast support! Try Pantheon-CLI and share feedback—we’re building in the open. Next up: Pantheon-Lab (web) and our distributed agent framework,…
🚀 Introducing PantheonOS (pantheonOS.stanford.edu): A Fully Open-Source Agent OS for Science PantheonOS began as a research project in my Stanford lab and has since evolved into a vision to redefine data science in the era of AI—starting with computational biology, especially…
🚨 New to single-cell analysis? Still stuck in a trial-and-error loop? 🚨 Already experienced? Your “optimal” preprocessing pipeline might not actually be optimal. 🚨 Relying on a BioAgent? It likely runs standard procedures that are broadly accepted — but not truly optimal for…
Why do diffusion models use the same GNN structure across denoising? Our #ICML paper presents Noise-Conditioned Graph Networks, a class of GNNs that adapts the graph structure to the noise level of the generative process. 📄arxiv.org/abs/2507.09391 💻tinyurl.com/ncgn-code 🧵
I'm thrilled to share that a rotation project fully led by my first PhD student, the amazing Peter Pao-Huang @peterpaohuang, has been accepted to ICML 2025! Peter's paper, “Geometric Generative Modeling with Noise-Conditioned Graph Networks”, addresses a fundamental limitation…
We are thrilled to share our new single-cell foundation model, Tabula (preprint: biorxiv.org/content/10.110…; package: github.com/aristoteleo/ta…)—a privacy-preserving predictive foundation model for single-cell transcriptomics, leveraging federated learning and tabular modeling. Over…
It is a great honor to join the Qiu Lab(@Xiaojie_Qiu) at Stanford. Looking forward to contributing to valuable and interesting work in the future.
I earned a badge from AI4Life! api.badgr.io/public/asserti…
💻 If you missed the AI4Life's hackathon 2 weeks back, you can catch up on all the developments in this article: ai4life.eurobioimaging.eu/hackathon-summ… Thanks to all the amazing participants and AI Health Innovation Cluster for the sponsorship!
Use SAM-like models in Fiji, finally.🥳🥳 I am pleased to introduce the early version of SAMJ, a plugin that enables semi-automatic annotation of microscopy images using Segment Anything Models. No GPU required(!!) Link to plugin page: t.ly/-1bqU
Happy to announce that our U-FISH preprint is now live 🎉!
Happy to announce that our U-FISH preprint is now live 🎉!

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