Shengyuan Chen
6 papers · 2009–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (16) π Renaissance Researcher (5) π Conference Polyglot (4) π Cross-Pollinator (15)
π§
Keyword Pioneer
π
Keyword Champion
Conferences
ACL (2)
AAAI (1)
ICML (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
knowledge graph
(2)
large language model
(2)
node embedding
(1)
language model
(1)
noisy label
(1)
retrieval-augmented generation
(1)
directed acyclic graph
(1)
text-attributed graph
(1)
entity alignment
(1)
hyperbolic space
(1)
graph pruning
(1)
graph neural network
(1)
logic-aware retrieval
(1)
semantic aggregation
(1)
context pruning
(1)
structural aggregation
(1)
retrieval augmented generation
(1)
query-aware retrieval
(1)
active learning
(1)
Papers
You Donβt Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
AAAI 2026
Query-Aware Knowledge Retrieval via Hyperbolic Structuring
ACL 2026
Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation
ACL 2025
Structure-Guided Large Language Models for Text-to-SQL Generation
ICML 2025
Entity Alignment with Noisy Annotations from Large Language Models
NIPS 2024
A Simplex Armijo Downhill Algorithm for Optimizing Statistical Machine Translation Decoding Parameters
NAACL 2009