Zhenfeng He
5 papers · 2022–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Diamond
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Clinical
(1)
Keywords
representation learning
(1)
image classification
(1)
few-shot learning
(1)
visual similarity
(1)
curriculum learning
(1)
knowledge transfer
(1)
in-context learning
(1)
neural architecture search
(1)
deep learning
(1)
gradient descent
(1)
bayesian optimization
(1)
knowledge graph
(1)
medication recommendation
(1)
electronic health record
(1)
recommender system
(1)
dialogue system
(1)
data curation
(1)
classification boundary
(1)
medical dialogue
(1)
dialogue structure
(1)
Papers
Position Paper: Data-Centric AI in the Age of Large Language Models
EMNLP 2024
Robustifying and Boosting Training-Free Neural Architecture Search
ICLR 2024
DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training
AAAI 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation
COLING 2022
On the Episodic Difficulty of Few-shot Learning
ACML 2022