Hairu Wang
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(3)
Natural Language Processing
(2)
Applications
(2)
Knowledge & Reasoning
(1)
Architectures
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
knowledge graph
(2)
large language model
(2)
retrieval-augmented generation
(2)
language model
(1)
model routing
(1)
knowledge preservation
(1)
inference cost
(1)
reasoning path
(1)
context retrieval
(1)
memory-augmented neural network
(1)
llm routing
(1)
layer merging
(1)
module framework
(1)
flexible modular framework
(1)
space budgets
(1)
data domains
(1)
lego sketch
(1)
neural sketches
(1)
model compression
(1)
streaming compression
(1)
Papers
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
ACL 2025
Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
ICML 2025
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
EMNLP 2025
Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging
EMNLP 2024