Vladimir Gligorijevic
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
gradient-based optimization
(1)
self-supervised learning
(1)
protein design
(1)
generative model
(1)
diffusion 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)
data matching
(1)
property enhancement
(1)
antibody generation
(1)
equvariant model
(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
NIPS 2024
Protein Discovery with Discrete Walk-Jump Sampling
ICLR 2024
AbDiffuser: full-atom generation of in-vitro functioning antibodies
NIPS 2023