Vladimir Gligorijevic
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
protein design
(2)
generative model
(2)
self-supervised learning
(1)
markov chain monte carlo
(1)
discrete sampling
(1)
bilevel optimization
(1)
diffusion model
(1)
energy-based model
(1)
physics-informed model
(1)
molecular generation
(1)
antibody design
(1)
equivariant neural network
(1)
protein structure
(1)
property optimization
(1)
encoder-decoder architecture
(1)
gradient matching
(1)
large language model
(1)
data matching
(1)
property enhancement
(1)
antibody generation
(1)
Papers
Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
ICML 2025
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
NeurIPS 2024
Protein Discovery with Discrete Walk-Jump Sampling
ICLR 2024
AbDiffuser: full-atom generation of in-vitro functioning antibodies
NeurIPS 2023