Weishen Pan
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms · Artificial Intelligence
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Clinical
(1)
Learning Paradigms · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
multimodal learning
(2)
federated learning
(2)
representation learning
(1)
contrastive learning
(1)
algorithmic fairness
(1)
variational inference
(1)
causal discovery
(1)
knowledge distillation
(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)
multimodal data
(1)
fairness constraint
(1)
Papers
CLAP: Collaborative Adaptation for Patchwork Learning
ICLR 2024
Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs
UAI 2024
Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling
NeurIPS 2024
InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models
ICML 2023
Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning
NeurIPS 2021