Liu, Yongchao
- Graph Retrieval-Augmented Generation: A Survey
2024/08/15 by Boci Peng, Peng, Boci, Yun Zhu +13 · 132 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Graph Theory and Algorithms #Information Retrieval (cs.IR) #Topic Modeling
- GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs
2024/10/14 by Yuntian Zhu, Zhu, Yun, Haizhou Shi +13 · 24 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies
- Sharpness-Aware Minimization Revisited: Weighted Sharpness as a Regularization Term
2023/05/25 by Yue Yun, Yue, Yun, Jiadi Jiang +9 · 8 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
- Path-based Deep Network for Candidate Item Matching in Recommenders
2021/05/18 by Houyi Li, Li, Houyi, Zhihong Chen +13 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents
2024/10/07 by Yuwei Hu, Hu, Yuwei, Runlin Lei +7 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- A Generalized and Robust Method Towards Practical Gaze Estimation on Smart Phone
2019/10/16 by Tianchu Guo, Guo, Tianchu, Yongchao Liu +13 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Retinal Imaging and Analysis #Retinal and Optic Conditions
- AGD: an Auto-switchable Optimizer using Stepwise Gradient Difference for Preconditioning Matrix
2023/12/04 by Yun Yue, Yue, Yun, Zhiling Ye +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
- A Variance-Reduced Aggregation Based Gradient Tracking method for Distributed Optimization over Directed Networks
2023/07/27 by Shengchao Zhao, Siyuan Song, Zhao, Shengchao +3 · 1 citation
Computer Science · #Distributed Control Multi-Agent Systems #FOS: Mathematics #Neural Networks Stability and Synchronization #Optimization and Control (math.OC)
- UniGAP: A Universal and Adaptive Graph Upsampling Approach to Mitigate Over-Smoothing in Node Classification Tasks
2024/07/28 by Wang, Xiaotang, Zhu, Yun, Shi, Haizhou +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scaling Graph Chain-of-Thought Reasoning: A Multi-Agent Framework with Efficient LLM Serving
2025/11/03 by Chengying Huan, Huan, Chengying, Yongchao Liu +24 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
- Graph Triple Attention Network: A Decoupled Perspective
2024/08/14 by Wang, Xiaotang, Zhu, Yun, Shi, Haizhou +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)