Jiasi Chen
4 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Core Methods
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Architectures
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
transformer architecture
(1)
reinforcement learning
(1)
model selection
(1)
attention mechanism
(1)
data augmentation
(1)
language modeling
(1)
policy learning
(1)
selective attention
(1)
bilevel optimization
(1)
support vector machine
(1)
loss function
(1)
prompt selection
(1)
cost saving
(1)
latency constraint
(1)
text embedding
(1)
cross-entropy loss
(1)
contextual sparsity
(1)
imbalanced data
(1)
temperature scaling
(1)
softmax nonlinearity
(1)
Papers
Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective
AAAI 2024
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning
NeurIPS 2024
Selective Attention: Enhancing Transformer through Principled Context Control
NeurIPS 2024
AutoBalance: Optimized Loss Functions for Imbalanced Data
NeurIPS 2021