Jiasi Chen
4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
NIPS (3)
AAAI (1)
Top co-authors
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)
support vector machine
(1)
loss function
(1)
bi-level optimization
(1)
prompt selection
(1)
cost saving
(1)
latency constraint
(1)
text embedding
(1)
cross-entropy loss
(1)
contextual sparsity
(1)
imbalanced datum
(1)
temperature scaling
(1)
softmax nonlinearity
(1)
Papers
Selective Attention: Enhancing Transformer through Principled Context Control
NIPS 2024
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning
NIPS 2024
Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective
AAAI 2024
AutoBalance: Optimized Loss Functions for Imbalanced Data
NIPS 2021