Dongbo Bu
4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
ACML (1)
Top co-authors
Keywords
neural network
(2)
deep reinforcement learning
(1)
representation learning
(1)
feature extraction
(1)
function approximation
(1)
diffusion model
(1)
traveling salesman problem
(1)
protein structure
(1)
steiner tree
(1)
residual learning
(1)
pointer network
(1)
protein-protein interaction
(1)
chip design
(1)
hierarchical refinement
(1)
side-chain conformation
(1)
binding prediction
(1)
scattered data interpolation
(1)
3-opt heuristics
(1)
global routing
(1)
overflow avoidance
(1)
Papers
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design
NIPS 2024
Accurate Interpolation for Scattered Data through Hierarchical Residual Refinement
NIPS 2023
Predicting mutational effects on protein-protein binding via a side-chain diffusion probabilistic model
NIPS 2023
Learning 3-opt heuristics for traveling salesman problem via deep reinforcement learning
ACML 2021