Yao Cheng
6 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
π
Renaissance Researcher
(6)
β
The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Computer Science
(2)
Deep Learning
(2)
Applications Β· Natural Language Processing
(2)
Applications Β· Computer Science
(2)
Architectures
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Applications Β· Data Science & Analytics
(1)
Learning Types
(1)
Keywords
graph neural network
(2)
ensemble learning
(1)
knowledge distillation
(1)
universal dependencies
(1)
knowledge graph question answering
(1)
text understanding
(1)
knowledge graph
(1)
node embedding
(1)
ensemble model
(1)
lora fine-tuning
(1)
representation alignment
(1)
neighborhood aggregation
(1)
retrieval-augmented generation
(1)
text-attributed graph
(1)
graph retrieval
(1)
transition-based parsing
(1)
end-to-end evaluation
(1)
problem decomposition
(1)
semantic graph
(1)
multi-step reasoning
(1)
Papers
Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving
AAAI 2026
Can Large Language Models Act as Ensembler for Multi-GNNs?
EMNLP 2025
SEAGraph: Unveiling the Whole Story of Paper Review Comments
IJCNLP 2025
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks
ICML 2024
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
ICML 2022
Combining Global Models for Parsing Universal Dependencies
CoNLL 2017