Yikai Guo
8 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (14)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(24)
β‘
Prolific Year
(5)
Conferences
IJCAI (3)
ACL (2)
AAAI (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
large language model
(4)
relation extraction
(3)
knowledge graph
(3)
few-shot learning
(2)
zero-shot learning
(2)
hyper-relational knowledge graph
(2)
n-ary relation
(2)
in-context learning
(2)
query embedding
(1)
instruction tuning
(1)
graph embedding
(1)
first-order logic
(1)
entity relationship
(1)
demonstration retrieval
(1)
retrieval-augmented generation
(1)
multi-turn dialogue
(1)
transformer encoder
(1)
knowledge graph construction
(1)
knowledge base question answering
(1)
dialogue relation extraction
(1)
Papers
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
ICML 2025
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction
IJCAI 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models
IJCAI 2024
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
NIPS 2024
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
ACL 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors
IJCAI 2024
HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level
ACL 2023
NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs
AAAI 2023