Mei Li
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(2)
Core Methods
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
representation learning
(2)
text generation
(1)
sample complexity
(1)
model merging
(1)
paraphrase generation
(1)
sql generation
(1)
gradient projection
(1)
discrete representation
(1)
continuous representation
(1)
sample average approximation
(1)
lung cancer detection
(1)
pointer generator
(1)
dependent data
(1)
early detection
(1)
stability-plasticity trade-off
(1)
bayesian continual learning
(1)
lung cancer
(1)
autoencoder model
(1)
guide decoding
(1)
ctdna methylation
(1)
Papers
BECAME: Bayesian Continual Learning with Adaptive Model Merging
ICML 2025
Sample Average Approximation for Conditional Stochastic Optimization with Dependent Data
ICML 2024
Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation
EMNLP 2023
Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning
AAAI 2022
PG-GSQL: Pointer-Generator Network with Guide Decoding for Cross-Domain Context-Dependent Text-to-SQL Generation
COLING 2020