kangway chuang (@kangway) 's Twitter Profile
kangway chuang

@kangway

Principal AI Scientist at Prescient Design / Genentech. I lead a group that solves problems in drug discovery with machine and deep learning. he/him

ID: 90110711

linkhttp://kangwaychuang.com calendar_today15-11-2009 06:22:33

80 Tweet

490 Followers

336 Following

Maria Brbic (@mariabrbic) 's Twitter Profile Photo

I'll be joining EPFL EPFL as an assistant professor this fall! I'm immensely grateful to my mentors, collaborators, colleagues and everyone who supported me. Thank you all! Excited to continue my research at the intersection of ML and biomedicine!

I'll be joining EPFL <a href="/EPFL_en/">EPFL</a>  as an assistant professor this fall! I'm immensely grateful to my mentors, collaborators, colleagues and everyone who supported me. Thank you all!
 
Excited to continue my research at the intersection of ML and biomedicine!
kangway chuang (@kangway) 's Twitter Profile Photo

Super exciting to see this lab start up in 2023! Definitely consider joining the Lyu lab if you're interested in computational drug discovery for a PhD or Postdoc!

Taia Wu (@taiawu) 's Twitter Profile Photo

What do you do when there's no assay for your protein's activity? Dyes might help! Excited to share protein-adaptive DSF (paDSF), a versatile new dye-based method to create stability assays on-demand. biorxiv.org/content/10.110…

kangway chuang (@kangway) 's Twitter Profile Photo

We have an awesome postdoc opportunity in my lab Prescient Design as part of Genentech Research and Early Development, co-advised by James crwfrd in Discovery Chemistry. Come work with us on the next generation of ML approaches for chemical discovery! roche.wd3.myworkdayjobs.com/ROG-A2O-GENE/j…

Graham Heimberg (@gheimberg) 's Twitter Profile Photo

Ever analyze a scRNAseq dataset and wonder if a specific cell state has been seen before? And if so, where in the human body? Under what conditions? Well, now you can use our lightning fast SCimilarity search and foundational model for that! ⚡️🔎🧬 biorxiv.org/content/10.110… (1/11)

Ever analyze a scRNAseq dataset and wonder if a specific cell state has been seen before? And if so, where in the human body? Under what conditions? Well, now you can use our lightning fast SCimilarity search and foundational model for that! ⚡️🔎🧬 biorxiv.org/content/10.110…  (1/11)
kangway chuang (@kangway) 's Twitter Profile Photo

Check out this incredible paper led by Nate Diamant and Gabriele Scalia! Nate makes the key observation that many real-world graphs incl. molecules have low graph bandwidth and leverages it to improve autoregressive and one-shot graph generation! arxiv.org/abs/2301.10857 ICML Conference

Check out this incredible paper led by Nate Diamant and <a href="/gabo_scalia/">Gabriele Scalia</a>!  Nate makes the key observation that many real-world graphs incl. molecules have low graph bandwidth and leverages it to improve autoregressive and one-shot graph generation! arxiv.org/abs/2301.10857 <a href="/icmlconf/">ICML Conference</a>
kangway chuang (@kangway) 's Twitter Profile Photo

Come join our team Prescient Design! We have exciting research directions at the interface of machine learning, chemistry, and drug discovery in the amazing research environment within Genentech Computational Sciences!

kangway chuang (@kangway) 's Twitter Profile Photo

Thanks for the fantastic conference MIT Jameel Clinic for AI & Health! Grateful for the invitation to be part of the panel and excited to see all the fantastic research at #MoML2023. Feel free to reach out to learn more about what's going on Prescient Design and Genentech research!

Franziska Seeger (she/her) (@franziskaseeger) 's Twitter Profile Photo

Are you a #proteinengineer with a background in structural and #computationalbiology? Interested in making real-world impact on patients' lives by working on portfolio projects? And excited about physics-based modeling and #ML? Prescient Design Genentech lnkd.in/gNxZwYVq

Nathan C. Frey (@nc_frey) 's Twitter Profile Photo

Our work "Protein Discovery with Discrete Walk-Jump Sampling" won an Outstanding Paper award ICLR 2026 !!! 🥳 Once again, thanks to my Prescient Design and Genentech colleagues, especially @dabkiel1 and Saeed Saremi.

kangway chuang (@kangway) 's Twitter Profile Photo

Our small molecule team at Prescient Design within Genentech is hiring for two Machine Learning Scientists. Come work with us to impact drug discovery through computation and machine learning! roche.wd3.myworkdayjobs.com/ROG-A2O-GENE/j… roche.wd3.myworkdayjobs.com/ROG-A2O-GENE/j… Vishnu Sresht

kangway chuang (@kangway) 's Twitter Profile Photo

We are hiring a Machine Learning Scientist to work on LLMs for Chemistry Prescient Design, together with our ML for Small Molecule Drug Discovery, ML Engineering, and Prescient LLM teams! Stephen Ra Keunwoo Choi roche.wd3.myworkdayjobs.com/ROG-A2O-GENE/j…