Yongqi Zhang
14 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (39) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver 𧬠Topic Evolution
π
Keyword Champion
ποΈ
Keyword Collector
(62)
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(10)
Machine Learning
(9)
Artificial Intelligence
(7)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Knowledge & Reasoning
(4)
Natural Language Processing
(4)
Architectures
(4)
Learning Types Β· Deep Learning
(4)
Representation
(4)
Generation
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Application Areas
(2)
Applications
(2)
Keywords
large language model
(5)
graph neural network
(4)
link prediction
(3)
knowledge graph embedding
(3)
knowledge graph
(3)
graph representation
(2)
prompt engineering
(2)
knowledge retrieval
(2)
knowledge graph reasoning
(2)
hyperparameter optimization
(1)
neural architecture search
(1)
chain-of-thought reasoning
(1)
ensemble learning
(1)
neural network optimization
(1)
zero-shot learning
(1)
question answering
(1)
transfer learning
(1)
rule learning
(1)
information integration
(1)
attention mechanism
(1)
Papers
EfficientTool: A Cost-Effective Aligning Framework for Tool-Conditioned Agents in SME Scenarios
ACL 2026
FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph
ACL 2026
GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs
AAAI 2026
ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry
ACL 2025
Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning
EMNLP 2025
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research
EMNLP 2025
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation
COLING 2024
Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs
ICLR 2024
R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation
EMNLP 2024
Understanding Expressivity of GNN in Rule Learning
ICLR 2024
Learning to Describe for Predicting Zero-shot Drug-Drug Interactions
EMNLP 2023
Relation-aware Ensemble Learning for Knowledge Graph Embedding
EMNLP 2023
Efficient Hyper-parameter Search for Knowledge Graph Embedding
ACL 2022
Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding
NeurIPS 2020