Shiyu Tian
4 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
AAAI (1)
ACL (1)
CVPR (1)
EMNLP (1)
Top co-authors
Keywords
large language model
(2)
knowledge graph
(2)
pseudo labeling
(1)
question generation
(1)
parameter-efficient fine-tuning
(1)
consistency regularization
(1)
retrieval-augmented generation
(1)
textual entailment
(1)
graph alignment
(1)
knowledge integration
(1)
knowledge graph alignment
(1)
joint reasoning
(1)
partial-label learning
(1)
label ambiguity
(1)
adapter architecture
(1)
follow-up question
(1)
text entailment
(1)
entailment reasoning
(1)
graph transformation
(1)
decoder-only language model
(1)
Papers
A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation
AAAI 2025
KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning
ACL 2024
CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning
CVPR 2024
Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading
EMNLP 2023