Liu, Qingxiang

1. Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
   2024/05/23 by Qingxiang Liu, Xu Liu, Liu, Qingxiang +7 · 8 citations
   Computer Science · Decision Sciences · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
2. Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation
   2022/04/14 by Wu, Zhiyuan, Sun, Sheng, Wang, Yuwei +5 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach
   2024/04/04 by Liu, Qingxiang, Sun, Sheng, Liang, Yuxuan +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Nav-R1: Reasoning and Navigation in Embodied Scenes
   2025/09/13 by Qingxiang Liu, Ting Huang, Liu, Qingxiang +5 · 12 citations
   Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Multimodal Machine Learning Applications