Kieran Didi
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
protein structure
(2)
representation learning
(1)
image reconstruction
(1)
conditional generation
(1)
geometric deep learning
(1)
protein design
(1)
generative model
(1)
diffusion model
(1)
inverse problem
(1)
parameter-efficient fine-tuning
(1)
classifier-free guidance
(1)
generative flow
(1)
diffusion probabilistic model
(1)
classifier guidance
(1)
protein backbone
(1)
protein folding
(1)
flow-based generative model
(1)
graph neural network
(1)
de novo protein design
(1)
normal mode analysis
(1)
Papers
Compositional Flows for 3D Molecule and Synthesis Pathway Co-design
ICML 2025
Proteina: Scaling Flow-based Protein Structure Generative Models
ICLR 2025
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised h-transform
NeurIPS 2024
Dynamics-Informed Protein Design with Structure Conditioning
ICLR 2024
Evaluating Representation Learning on the Protein Structure Universe
ICLR 2024