Weishen Pan
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
federated learning
(1)
representation learning
(1)
contrastive learning
(1)
algorithmic fairness
(1)
knowledge distillation
(1)
multi-modal learning
(1)
mutual information
(1)
pareto optimality
(1)
multi-objective optimization
(1)
diffusion model
(1)
latent representation
(1)
latent variable
(1)
disentangled representation
(1)
phenotype imputation
(1)
view decoupling
(1)
client-server architecture
(1)
fairness constraint
(1)
cross-view contrastive learning
(1)
multi-modal datum
(1)
graph neural network
(1)
Papers
Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling
NIPS 2024
CLAP: Collaborative Adaptation for Patchwork Learning
ICLR 2024
Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs
UAI 2024
InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models
ICML 2023
Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning
NIPS 2021