Xinming Zhang

1. GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks
   2023/02/16 by Zemin Liu, Liu, Zemin, Xingtong Yu +5 · 39 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. Text-Free Multi-domain Graph Pre-training: Toward Graph Foundation Models
   2024/05/22 by Xingtong Yu, Yu, Xingtong, Chang Zhou +5 · 12 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. HGPROMPT: Bridging Homogeneous and Heterogeneous Graphs for Few-shot Prompt Learning
   2023/12/04 by Xingtong Yu, Yu, Xingtong, Yuan Fang +5 · 10 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs
   2023/11/26 by Xingtong Yu, Zhenghao Liu, Yu, Xingtong +9 · 10 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. PointVector: A Vector Representation In Point Cloud Analysis
   2022/05/21 by Xin Deng, Deng, Xin, Zhang, WenYu +4 · 6 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
6. MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs
   2023/11/28 by Xingtong Yu, Yu, Xingtong, Chang Zhou +5 · 9 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
7. A Survey of Few-Shot Learning on Graphs: from Meta-Learning to Pre-Training and Prompt Learning
   2024/02/02 by Xingtong Yu, Yuan Fang, Yu, Xingtong +13 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
8. Node-Time Conditional Prompt Learning In Dynamic Graphs
   2024/05/22 by Xingtong Yu, Yu, Xingtong, Zhenghao Liu +5 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
9. A Black-Burst Based Time Slot Acquisition Scheme for the Hybrid TDMA/CSMA Multichannel MAC in VANETs
   2018/08/06 by Xinming Zhang, Xinghe Jiang, Mengdi Zhang · 1 citation
   Engineering · Computer Science · #Vehicular Ad Hoc Networks (VANETs) #Bluetooth and Wireless Communication Technologies #Mobile Ad Hoc Networks
10. Beyond Noisy Signals: Dual-Level Denoising for Multi-modal Sequential Recommendation
    2026/07/21 by Jie Luo, Qi Jin, Xinming Zhang
    Computer Science · #cs.IR