Lili Yao
5 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Conference Pioneer
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Optimization & Theory Β· Machine Learning
(2)
Applications
(1)
Architectures
(1)
Generation
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
neural network
(2)
neural network pruning
(1)
matrix factorization
(1)
sparse coding
(1)
text classification
(1)
natural language generation
(1)
text generation
(1)
model architecture
(1)
parameter efficient
(1)
label noise
(1)
state space model
(1)
evaluation metric
(1)
inference efficiency
(1)
compression ratio
(1)
long context
(1)
hierarchical generation
(1)
story generation
(1)
layer-wise optimization
(1)
automated scoring
(1)
conversational system
(1)
Papers
Revealing and Mitigating the Local Pattern Shortcuts of Mamba
ACL 2025
Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio
AAAI 2020
Using PRMSE to evaluate automated scoring systems in the presence of label noise
ACL 2020
Plan-and-Write: Towards Better Automatic Storytelling
AAAI 2019
Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems
EMNLP 2017