Chuang Zhou
9 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
ACL (5)
AAAI (1)
COLING (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
large language model
(5)
text-attributed graph
(3)
graph neural network
(3)
knowledge graph
(3)
retrieval-augmented generation
(2)
graph learning
(2)
graph construction
(1)
computational efficiency
(1)
transfer learning
(1)
multi-armed bandit
(1)
node embedding
(1)
language model
(1)
node classification
(1)
neighbor modeling
(1)
graph structure
(1)
hyperbolic space
(1)
thompson sampling
(1)
directed acyclic graph
(1)
multi-hop reasoning
(1)
graph embedding
(1)
Papers
Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG
ACL 2026
You Donβt Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
AAAI 2026
LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation
ACL 2026
Query-Aware Knowledge Retrieval via Hyperbolic Structuring
ACL 2026
Text-Attributed Graph Learning with Coupled Augmentations
COLING 2025
Each graph is a new language: Graph Learning with LLMs
ACL 2025
Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation
ACL 2025
QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware
EMNLP 2024
Cost-efficient Knowledge-based Question Answering with Large Language Models
NIPS 2024