Jiayuan Ding

Exciting News! Our DANCE version 1, "DANCE: a deep learning library and benchmark platform for single-cell analysis" is now finally published in Genome Biology (@GenomeBiology ) 🎉 !!! DANCE has impacted the field, and got 290+ GitHub stars 🌟 before its official publication!

DANCE 2.0: Transforming single-cell analysis from black box to transparent workflow biorxiv.org/content/10.110…

🚨 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…

Traditional RAG vs. Agentic RAG, clearly explained (with visuals):

🚀 Excited to announce our new survey on Retrieval-Augmented Generation with Graphs (GraphRAG)! How do graphs transform Retrieval-Augmented Generation(RAG)? By encoding relational and domain knowledge, GraphRAG is unlocking new possibilities across real-world applications! 🌐

[Long Tweet Ahead] Faculty Interview Tips & Common Questions: 🧘‍♀️0. Firstly, do not be nervous - Almost everything can be prepared in advance:) - Be grateful for everyone's time. - Think of it as an opportunity to share your research with others -- exciting, right? - Technical…

We are hiring! Join us in building virtual embryo models — an ambitious and exciting mission that goes beyond the widely acclaimed “virtual cell” initiative! 🚨 Are you a technology developer, developmental biologist, or machine learning expert interested in creating predictive,…

🚀 Our recent paper MMedAgent has been accepted by EMNLP! We built the first LLM-based Multimodal , Multitask Medical AI Agent 🤖 #emnlp #MedicalAgent 📖 Paper link: arxiv.org/pdf/2407.02483 👩‍💻 Github: github.com/Wangyixinxin/M…

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent，2024 EMNLP arxiv.org/abs/2407.02483

Hold my coffee ☕️😂