Siyuan Guo
Scholar

Siyuan Guo

Google Scholar ID: GRGyzn4AAAAJ
University of Cambridge, Max Planck Institute for Intelligent Systems
Machine LearningPhysics of LearningCausal InferenceArtificial Intelligence
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
185
 
H-index
7
 
i10-index
3
 
Publications
15
 
Co-authors
16
list available
Contact
Emailsguo26v@gmail.comCVOpen ↗TwitterOpen ↗GitHubOpen ↗
Publications
2 items
PerturbPFN: Probing the Limits of Synthetic Priors in Drug Perturbation Modelling
2026
Cited
0
On the Emergence and Test-Time Use of Structural Information in Large Language Models
2026
Cited
1
Resume (English only)
Academic Achievements
  • “Do Finetti” accepted as oral presentation at NeurIPS 2024 (acceptance rate: 0.46%)
  • “Causal de Finetti” published at NeurIPS 2023
  • “Out-of-variable” published at ICLR 2024
  • Awarded MPI-IS Outstanding Female Doctoral Student Prize in 2024
  • Invited lecturer at Cambridge Ellis Summer School in 2024
Co-authors
16 total
Bernhard Schölkopf
Bernhard Schölkopf
Director, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETH
Ferenc Huszár
Ferenc Huszár
University of Cambridge
Anirudh Goyal
Anirudh Goyal
Mila, Université de Montréal
Nan Rosemary Ke
Nan Rosemary Ke
Google, Deepmind, Mila
Aniket Didolkar
Aniket Didolkar
MILA - Quebec AI Institute
Patrik Reizinger
Patrik Reizinger
Max Planck Institute for Intelligent Systems
Wieland Brendel
Wieland Brendel
Fellow at ELLIS Institut Tübingen, Group Leader, Max Planck Institute for Intelligent Systems
Neil D. Lawrence
Neil D. Lawrence
University of Cambridge