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Yanhua Yu

9 papers · 2020–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+2 more ↓ πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸƒ Academic Marathon Β· Sprint πŸ—ΊοΈ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Silver
πŸ”₯ Unstoppable Β· Bronze πŸ—ƒοΈ Keyword Collector (51)

Venues

IJCAI (3) AAAI (2) EMNLP (2) ACL (1) ICCV (1)

Top co-authors

Zirui Guo (4) Yuling Wang (3) Mengdi Zhang (2) Wei Wu (2) Kangkang Lu (2) Tat-Seng Chua (2) Yang Deng (2) Tu Ao (2) Xingyue Peng (1) Yuehan Wang (1)

Research topics

Machine Learning (7) Artificial Intelligence (5) Deep Learning (5) Natural Language Processing (4) Applications (4) Core AI (4) Learning Types (4) Knowledge & Reasoning (3) Application Areas (3) Representation (3) Architectures (2) Core Methods (2) Generation (2) Models (2) Learning Paradigms (1)

Keywords

retrieval-augmented generation (2) knowledge graph (2) graph neural network (2) ensemble learning (1) question answering (1) question generation (1) weakly supervised learning (1) graph representation (1) graph structure (1) knowledge base (1) hierarchical reinforcement learning (1) parameter efficient (1) multiple instance learning (1) message passing (1) expressive power (1) prompt learning (1) ensemble method (1) spectral graph neural network (1) attention mechanism (1) contrastive learning (1)

Papers

Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents ACL 2026 LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025 LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025 R2DQG: A Quality Meets Diversity Framework for Question Generation over Knowledge Bases IJCAI 2025 Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction AAAI 2024 Enhancing Non-line-of-sight Imaging via Learnable Inverse Kernel and Attention Mechanisms ICCV 2023 Intent-aware Recommendation via Disentangled Graph Contrastive Learning IJCAI 2023 Ensemble Multi-Relational Graph Neural Networks IJCAI 2022 Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020