Mengyi Chen
3 papers · 2024–2025 · 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 (14) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
NIPS (2)
ICML (1)
Top co-authors
Keywords
stochastic gradient
(1)
representation learning
(1)
neural tangent kernel
(1)
domain adaptation
(1)
sparse learning
(1)
sparse estimation
(1)
sparse regression
(1)
sparse optimization
(1)
dynamical system
(1)
partial differential equation
(1)
language model
(1)
macroscopic dynamics
(1)
microscopic observation
(1)
model reduction
(1)
molecular dynamics
(1)
long-tail distribution
(1)
long-tail domain knowledge
(1)
domain-specific pretraining
(1)
cluster-guided sparse expert
(1)
representation space
(1)
Papers
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference
ICML 2025
Learning Macroscopic Dynamics from Partial Microscopic Observations
NIPS 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
NIPS 2024