Yanhua Yu
9 papers · 2020–2026 · 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 (4) π Academic Marathon (5)
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Cross-Pollinator
(13)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(23)
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Trend Setter
Conferences
IJCAI (3)
AAAI (2)
EMNLP (2)
ACL (1)
ICCV (1)
Top co-authors
Keywords
knowledge graph
(2)
graph neural network
(2)
contrastive learning
(1)
ensemble learning
(1)
attention mechanism
(1)
weakly supervised learning
(1)
question generation
(1)
message passing
(1)
prompt learning
(1)
graph representation
(1)
graph structure
(1)
knowledge base
(1)
hierarchical reinforcement learning
(1)
parameter efficient
(1)
multiple instance learning
(1)
question answering
(1)
expressive power
(1)
interactive decision-making
(1)
ensemble method
(1)
transformer architecture
(1)
Papers
Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents
ACL 2026
R2DQG: A Quality Meets Diversity Framework for Question Generation over Knowledge Bases
IJCAI 2025
LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
AAAI 2025
LightRAG: Simple and Fast Retrieval-Augmented Generation
EMNLP 2025
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction
AAAI 2024
Intent-aware Recommendation via Disentangled Graph Contrastive Learning
IJCAI 2023
Enhancing Non-line-of-sight Imaging via Learnable Inverse Kernel and Attention Mechanisms
ICCV 2023
Ensemble Multi-Relational Graph Neural Networks
IJCAI 2022
Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification
EMNLP 2020