Romain Lopez
Assistant Professor of Computer Science and Biology
Leads the Biological Machine Learning group, developing probabilistic and causal machine learning methods for single-cell genomics and cellular mechanisms.
Romain Lopez's lab at NYU works on genomics & computational biology and probabilistic & causal inference. 10 papers since 2023, 5 at top venues, mostly AISTATS and NeurIPS. 2 PhD students. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 50%
- PhD students
- 2
- MS students
- 0
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 2 papers2025 · T1 2
- 5 papers2024 · T1 2
- 3 papers2023 · T1 1
T1 venuesOtherVenues: AISTATS, NeurIPS, ICLR
Research focuspaper titles that use each topic's words
- Probabilistic & causal inference3 papers
- cellular2 papers
- biological1 paper
- Genomics & computational biology0 papers
- mechanisms0 papers
Paper list
From DBLP.
20252 papers
20245 papers
- CVPR WorkshopGene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening (opens in a new tab)
- NeurIPS (T1)GFlowNet Assisted Biological Sequence Editing (opens in a new tab)
- NeurIPS (T1)Learning Identifiable Factorized Causal Representations of Cellular Responses (opens in a new tab)
- RECOMBSequential Optimal Experimental Design of Perturbation Screens Guided by Multi-modal Priors (opens in a new tab)
- CLeaRToward the Identifiability of Comparative Deep Generative Models (opens in a new tab)
20233 papers
- MLCBA Supervised Contrastive Framework for Learning Disentangled Representations of Cellular Perturbation Data (opens in a new tab)
- CLeaRLearning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling (opens in a new tab)
- AISTATS (T1)NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to NYUFall 2027
Computer Science PhD (Courant / Tandon)
- Round
- Single round (December)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
Some numbers could not be verified:
- The alumni list could not be found on the lab site.
- Collected
- Verified
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- DBLP
- Members
- Lab homepage
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Tiers are venue classifications, not lab rankings.
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