Jinjie Yuan
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Natural Language Processing
(3)
Application Areas
(3)
Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Applications
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
model compression
(4)
parameter-efficient fine-tuning
(3)
low-rank adapter
(2)
low-rank adaptation
(2)
large language model
(2)
neural architecture search
(2)
retrieval-augmented generation
(1)
low-precision quantization
(1)
cross-domain generalization
(1)
schema linking
(1)
database schema
(1)
graph neural network
(1)
adaptive selection
(1)
test-time compute
(1)
weight-sharing super-network
(1)
selective structured state space model
(1)
structure-aware aggregation
(1)
model merging
(1)
sparse model
(1)
reward model
(1)
Papers
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models
NAACL 2025
RTTC: Reward-Guided Collaborative Test-Time Compute
EMNLP 2025
LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models
COLING 2024
Shears: Unstructured Sparsity with Neural Low-rank Adapter Search
NAACL 2024
SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models
EMNLP 2024
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL
NeurIPS 2021