Dingshuo Chen
4 papers · 2023–2024 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
NIPS (4)
Top co-authors
Keywords
coreset selection
(2)
data pruning
(2)
graph neural network
(2)
prototype learning
(1)
robust learning
(1)
molecular machine learning
(1)
graph structure learning
(1)
node classification
(1)
scaling law
(1)
imbalanced learning
(1)
pretrained model
(1)
molecular property prediction
(1)
molecular representation learning
(1)
graph pruning
(1)
subgraph extraction
(1)
noisy training
(1)
data-centric machine learning
(1)
imbalanced training
(1)
efficient training
(1)
efficient gnn
(1)
Papers
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
NIPS 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
NIPS 2024
Uncovering Neural Scaling Laws in Molecular Representation Learning
NIPS 2023
GSLB: The Graph Structure Learning Benchmark
NIPS 2023