Qin Lv
7 papers · 2016–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (9) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(18)
π£
Hot Topic Early Bird
Conferences
ICLR (2)
ICML (2)
NIPS (2)
IJCAI (1)
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)
heterogeneous datum
(1)
long-tail distribution
(1)
long-tail domain knowledge
(1)
domain-specific pretraining
(1)
cluster-guided sparse expert
(1)
representation space
(1)
air quality prediction
(1)
recommender system
(1)
generalization performance
(1)
over-parameterized model
(1)
low-rank matrix approximation
(1)
selective update
(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
Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition
ICLR 2023
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
NIPS 2023
Recursive Disentanglement Network
ICLR 2022
Multi-Group Encoder-Decoder Networks to Fuse Heterogeneous Data for Next-Day Air Quality Prediction
IJCAI 2019
Low-Rank Matrix Approximation with Stability
ICML 2016