Hongkuan Zhou

1. GraphSAINT: Graph Sampling Based Inductive Learning Method
   2019/07/10 by Hanqing Zeng, Hongkuan Zhou, Zeng, Hanqing +7 · 41 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
2. Language-Conditioned Imitation Learning with Base Skill Priors under Unstructured Data
   2023/05/30 by Hongkuan Zhou, Zhenshan Bing, Zhou, Hongkuan +11 · 5 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
3. Bridging Language and Action: A Survey of Language-Conditioned Robot Manipulation
   2023/12/17 by Xiangtong Yao, Hongkuan Zhou, Yao, Xiangtong +18 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
4. TGL: A General Framework for Temporal GNN Training on Billion-Scale Graphs
   2022/03/28 by Hongkuan Zhou, Zhou, Hongkuan, Da Zheng +9 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
5. Robust Visual Representation Learning with Multi-modal Prior Knowledge for Image Classification Under Distribution Shift
   2024/10/21 by Hongkuan Zhou, Zhou, Hongkuan, Lavdim Halilaj +11 · 3 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
6. Learning from Symmetry: Meta-Reinforcement Learning with Symmetrical Behaviors and Language Instructions
   2022/09/21 by Xiangtong Yao, Yao, Xiangtong, Zhenshan Bing +11 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Reinforcement Learning in Robotics
7. What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge
   2025/08/11 by Dongzhuoran Zhou, Zhou, Dongzhuoran, Yuqicheng Zhu +13 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications