Aviv Regev
9 papers · 2005–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6)
π
Academic Marathon
(20)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π±
Topic Pioneer
π
Trend Setter
Conferences
CLEAR (2)
ICLR (2)
JMLR (2)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
bayesian network
(2)
causal inference
(2)
transfer learning
(1)
structure learning
(1)
causal discovery
(1)
gene expression
(1)
network reconstruction
(1)
multi-objective optimization
(1)
graphical model
(1)
structural equation model
(1)
disentangled representation
(1)
variational autoencoder
(1)
differentiable optimization
(1)
deep generative model
(1)
factor graph
(1)
causal graph
(1)
scalable algorithm
(1)
module network
(1)
conditional probability distribution
(1)
regulatory network
(1)
Papers
Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design
ICML 2025
Cross-modality Matching and Prediction of Perturbation Responses with Labeled Gromov-Wasserstein Optimal Transport
AISTATS 2025
Modeling Complex System Dynamics with Flow Matching Across Time and Conditions
ICLR 2025
Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design
ICLR 2025
Toward the Identifiability of Comparative Deep Generative Models
CLEAR 2024
Learning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling
CLEAR 2023
Large-Scale Differentiable Causal Discovery of Factor Graphs
NIPS 2022
MinReg: A Scalable Algorithm for Learning Parsimonious Regulatory Networks in Yeast and Mammals
JMLR 2006
Learning Module Networks
JMLR 2005