Peilin Yu
6 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(4)
Core AI
(4)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Research
(1)
Keywords
vision-language model
(2)
weakly supervised learning
(2)
information extraction
(1)
prompt engineering
(1)
prompt learning
(1)
weak supervision
(1)
label aggregation
(1)
probabilistic model
(1)
foundation model
(1)
single-cell rna-seq
(1)
distant supervision
(1)
partial label
(1)
compositional zero-shot learning
(1)
attribute-object composition
(1)
data labeling
(1)
soft prompting
(1)
programmatic labeling
(1)
agentic system
(1)
large language model
(1)
neural network
(1)
Papers
Gardener: An Agentic AI System for Single-Cell RNA Sequence Analysis
ACL 2026
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models
EACL 2024
Alfred: A System for Prompted Weak Supervision
ACL 2023
Learning to Compose Soft Prompts for Compositional Zero-Shot Learning
ICLR 2023
Learning from Multiple Noisy Partial Labelers
AISTATS 2022
DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction
ACL 2019