Pengtao Xie
@cmuptx
Associate Professor at UC San Diego. PhD@CMU. Machine Learning http://pengtaoxie.github.io
If you are at ICML2025, welcome to attend our workshop "Multi-modal Foundation Models and Large Language Models for Life Sciences" tomorrow (Jul 19 Saturday). The workshop features a stellar lineup of invited speakers, including Valentina Boeva @val_boeva, Manolis Kellis…
🚀 Excited to share that our work GenSeg has been published in Nature Communications! GenSeg is an end-to-end, downstream-task-guided framework for generating synthetic training data for medical image segmentation. It significantly reduces the need for manual annotations — by a…
We are excited to organize NeurIPS 2025 2nd Workshop on Multi-modal Foundation Models and Large Language Models for Life Sciences. The workshop features a stellar lineup of invited speakers, including Ziv Bar-Joseph, Charlotte Bunne @_bunnech , Simona Cristea @simocristea ,…
Excited to share our recent work DreamPRM, a multi-modal LLM reasoning method achieving first place on the MathVista leaderboard. DreamPRM is an LLM-agnostic framework that can be applied to any multi-modal LLM for improving its reasoning capabilities. It is a bi-level…
🚨 Excited to host Prof. Pengtao Xie @cmuptx at our next Simular Seminar — happening next Thursday! 🎉 He’ll share bold insights on AI and the future of agentic computing. 📺 Livestreamed on YouTube 🗓️ 1pm Pacific time, July 3, 2025 #SimularSeminar #AI #PengtaoXie #Simular
I am excited to receive the NIH Maximizing Investigators' Research Award (MIRA) for Early Stage Investigators. I am deeply grateful to my students for their great work over the past few years and to my collaborators for their strong support and help!
Our ICML'21 workshop on "Interpretable Machine Learning for Health" is accepting submissions now! sites.google.com/view/imlh2021/ Co-organized with @XiaoxiaoLi8 @cmuptx @vyao @QiDou_ Nicha Dvornek @judywawira @pengyifan @ja_schnabel Ronald Summers @alan_karthi Eric Xing & Lei Xing
Our workshop "Trustworthy AI for Healthcare" organized at AAAI will be held tomorrow (8:30 am - 6:50 pm PST on Feb 9). The workshop is featured with 13 speakers and 23 accepted papers. Welcome to attend! Zoom link: zoom.us/j/3305983771?p…
We are organizing an ICLR21 workshop: Machine Learning for Preventing and Combating Pandemics, featured with 9 invited talks. We welcome submissions of short papers. The deadline is Feb 26. mlpcp21.github.io
Our NeurIPS workshop on Self-supervised Learning - Theory and Practice will be held tomorrow: 8:50 am to 6:40 pm PST on Dec 12. Welcome to attend. The workshop is featured with 13 invited talks and 45 accepted papers. Workshop webpage: neurips.cc/virtual/2020/p…
We are organizing an AAAI workshop: Trustworthy AI for healthcare, featured by 14 invited speakers. We welcome submissions of short papers. The deadline is Nov 9. taih20.github.io
We are very excited to be co-organizing a workshop at #AAAI2021 on Trustworthy #AI for #Healthcare! We have a stellar lineup of speakers. Details to follow soon! @RealAAAI w/ @cmuptx, Byron Wallace, Jennifer G. Dy, and Eric P Xing.