Edward De Brouwer
Scholar

Edward De Brouwer

Google Scholar ID: -Pm4XtAAAAAJ
Genentech
Machine LearningTime SeriesCausalityHealthcare
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Citations & Impact
All-time
Citations
1,525
 
H-index
14
 
i10-index
20
 
Publications
20
 
Co-authors
4
list available
Contact
TwitterOpen ↗GitHubOpen ↗
Publications
5 items
scCBGM: Interpretable Single-Cell Counterfactual Editing
2026
Cited
0
Generate in Reconstruction Space, Match in Semantic Space: Transport Geometry for One-Step Generation
2026
Cited
0
AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents
2026
Cited
0
DC-W2S: Dual-Consensus Weak-to-Strong Training for Reliable Process Reward Modeling in Biological Reasoning
2026
Cited
0
RAG-Enhanced Collaborative LLM Agents for Drug Discovery
2025
Cited
0
Resume (English only)
Co-authors
4 total
Yves Moreau
Yves Moreau
University of Leuven
Ádám Arany
Ádám Arany
University of Leuven
Co-author 3
Co-author 3
Bastian Rieck
Bastian Rieck
Professor, AIDOS Lab, University of Fribourg