Shengyuan Chen
6 papers · 2009–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Full
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
🏆
Keyword Champion
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Natural Language Processing
(3)
Core AI
(3)
Machine Learning
(2)
Applications · Natural Language Processing
(2)
Computer Science
(1)
Deep Learning
(1)
Applications · Computer Science
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Understanding
(1)
Keywords
large language model
(3)
retrieval-augmented generation
(2)
knowledge graph
(2)
noisy label
(1)
directed acyclic graph
(1)
text-attributed graph
(1)
entity alignment
(1)
hyperbolic space
(1)
graph pruning
(1)
database schema
(1)
graph neural network
(1)
logic-aware retrieval
(1)
semantic aggregation
(1)
context pruning
(1)
text to sql
(1)
recursive decomposition
(1)
structural aggregation
(1)
query-aware retrieval
(1)
structure-guided
(1)
active learning
(1)
Papers
Query-Aware Knowledge Retrieval via Hyperbolic Structuring
ACL 2026
You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
AAAI 2026
Structure-Guided Large Language Models for Text-to-SQL Generation
ICML 2025
Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation
ACL 2025
Entity Alignment with Noisy Annotations from Large Language Models
NeurIPS 2024
A Simplex Armijo Downhill Algorithm for Optimizing Statistical Machine Translation Decoding Parameters
NAACL 2009