Qin Lv
7 papers · 2016–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Techniques
(3)
Natural Language Processing
(2)
Core Methods
(2)
Models
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Keywords
neural tangent kernel
(2)
neural network optimization
(2)
representation learning
(2)
model architecture
(1)
condition number
(1)
language model
(1)
matrix factorization
(1)
computational efficiency
(1)
feature space
(1)
model pruning
(1)
long-tail distribution
(1)
disentangled representation
(1)
efficient computing
(1)
heterogeneous data
(1)
domain adaptation
(1)
long-tail domain knowledge
(1)
domain-specific pretraining
(1)
cluster-guided sparse expert
(1)
expert activation
(1)
variational inference
(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
NeurIPS 2024
Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition
ICLR 2023
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
NeurIPS 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