Li Shang
6 papers · 2016–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (9) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(17)
π£
Hot Topic Early Bird
Conferences
ICLR (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
neural tangent kernel
(2)
domain adaptation
(1)
matrix factorization
(1)
model architecture
(1)
neural network optimization
(1)
efficient computing
(1)
computational efficiency
(1)
language model
(1)
long-tail distribution
(1)
long-tail domain knowledge
(1)
domain-specific pretraining
(1)
cluster-guided sparse expert
(1)
representation space
(1)
recommender system
(1)
generalization performance
(1)
over-parameterized model
(1)
low-rank matrix approximation
(1)
selective update
(1)
domain-specific knowledge
(1)
algorithm stability
(1)
Papers
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference
ICML 2025
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
NIPS 2024
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
NIPS 2023
Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition
ICLR 2023
Recursive Disentanglement Network
ICLR 2022
Low-Rank Matrix Approximation with Stability
ICML 2016