Guanhua Ye

1. Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition
   2024/05/22 by Xinyi Gao, Gao, Xinyi, Guanhua Ye +9 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
2. Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations
   2024/05/22 by Jing Long, Guanhua Ye, Long, Jing +9 · 3 citations
   Computer Science · Social Sciences · #Advanced Computing and Algorithms #Cloud Computing and Remote Desktop Technologies #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR)
3. FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services
   2024/10/07 by Wei Yuan, Chaoqun Yang, Yuan, Wei +9 · 4 citations
   Computer Science · Decision Sciences · #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
4. RobGC: Towards Robust Graph Condensation
   2024/06/19 by Xinyi Gao, Gao, Xinyi, Hongzhi Yin +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG) #Machine Learning in Bioinformatics
5. Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning
   2024/11/26 by Xinyi Gao, Yayong Li, Gao, Xinyi +9 · 3 citations
   Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Text and Document Classification Technologies
6. Robust Federated Contrastive Recommender System against Model Poisoning Attack
   2024/03/29 by Wei Yuan, Yuan, Wei, Chaoqun Yang +8 · 2 citations
   Computer Science · #Spam and Phishing Detection
7. PTF-FSR: A Parameter Transmission-Free Federated Sequential Recommender System
   2024/06/08 by Wei Yuan, Chaoqun Yang, Yuan, Wei +8 · 2 citations
   Computer Science · #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Web Data Mining and Analysis
8. Unraveling the "Anomaly" in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution
   2023/11/19 by Yuting Sun, Sun, Yuting, Guansong Pang +9 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
9. Physics-guided Active Sample Reweighting for Urban Flow Prediction
   2024/07/18 by Wei Jiang, Jiang, Wei, Tong Chen +11 · 2 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #FOS: Computer and information sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Traffic Prediction and Management Techniques
10. MGDT: MLLM-Guided Diffusion Transformer with Relation-Adaptive Mixture-of-Experts for Multimodal Knowledge Graph Completion
    2026/07/17 by Xu Hou, Meiyu Liang, Wei Huang +6
    #cs.AI