Han, Haoyu
- Retrieval-Augmented Generation with Graphs (GraphRAG)
2024/12/31 by Haoyu Han, Yu Wang, Han, Haoyu +32 · 39 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning and Algorithms #DNA and Biological Computing
- RAG vs. GraphRAG: A Systematic Evaluation and Key Insights
2025/02/17 by Haoyu Han, Han, Haoyu, Ma, Li +17 · 15 citations
Computer Science · #AI-based Problem Solving and Planning #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
2023/07/19 by Jin, Wei, Mao, Haitao, Li, Zheng +17 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Label-free Node Classification on Graphs with Large Language Models (LLMS)
2023/10/07 by Zhikai Chen, Chen, Zhikai, Haitao Mao +13 · 5 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All?
2023/06/02 by Mao, Haitao, Chen, Zhikai, Jin, Wei +5 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Drag-A-Video: Non-rigid Video Editing with Point-based Interaction
2023/12/05 by Teng, Yao, Enze Xie, Xie, Enze +8 · 4 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Language Guided Concept Bottleneck Models for Interpretable Continual Learning
2025/03/30 by Lu Yu, Yu, Lu, Han, Haoyu +6 · 9 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Mixture of Link Predictors on Graphs
2024/02/13 by Ma, Li, Han, Haoyu, Li, Juanhui +4 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach
2024/06/05 by Haoyu Han, Juanhui Li, Han, Haoyu +13 · 3 citations
Computer Science · #Advanced Graph Neural Networks
- Empowering GraphRAG with Knowledge Filtering and Integration
2025/03/18 by Guo, Kai, Shomer, Harry, Zeng, Shenglai +3 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Enhancing LLM-Based Short Answer Grading with Retrieval-Augmented Generation
2025/04/07 by Yucheng Chu, Chu, Yucheng, Peng He +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications #Topic Modeling
- LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation
2023/02/03 by Xue, Rui, Han, Haoyu, Torkamani, MohamadAli +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
2025/02/27 by Lei, Yongjia, Han, Haoyu, Rossi, Ryan A. +5 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning
2025/01/14 by Han, Haoyu, Xie, Yaochen, Liu, Hui +8 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Building Rome with Convex Optimization
2025/02/07 by Han, Haoyu, Yang, Heng · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Robotics (cs.RO)
- GT2Vec: Large Language Models as Multi-Modal Encoders for Text and Graph-Structured Data
2024/10/15 by Jia-Cheng Lin, Kun Qian, Lin, Jiacheng +20 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies