Liam Li
6 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (22)
π
Conference Pioneer
Conferences
NIPS (2)
AISTATS (1)
ICLR (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
neural architecture search
(3)
transfer learning
(3)
weight sharing
(2)
hyperparameter optimization
(2)
federated learning
(2)
cross-modal learning
(1)
algorithmic stability
(1)
random search
(1)
partial differential equation
(1)
pretrained model
(1)
protein folding
(1)
federated optimization
(1)
embedding network
(1)
automated machine learning
(1)
feature distribution alignment
(1)
domain-specific model
(1)
cross-modal fine-tuning
(1)
neural network
(1)
neural operation
(1)
active learning
(1)
Papers
Cross-Modal Fine-Tuning: Align then Refine
ICML 2023
Rethinking Neural Operations for Diverse Tasks
NIPS 2021
Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing
NIPS 2021
On Data Efficiency of Meta-learning
AISTATS 2021
Geometry-Aware Gradient Algorithms for Neural Architecture Search
ICLR 2021
Random Search and Reproducibility for Neural Architecture Search
UAI 2019