Wang, Ruijie
- FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space
2023/10/30 by Shengzhong Liu, Liu, Shengzhong, Tomoyoshi Kimura +13 · 11 citations
Computer Science · Engineering · #Music and Audio Processing #Advanced Chemical Sensor Technologies #Time Series Analysis and Forecasting
- Semi-supervised Hypergraph Node Classification on Hypergraph Line Expansion
2020/05/11 by Chaoqi Yang, Ruijie Wang, Yang, Chaoqi +5 · 6 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
- Revisiting Over-smoothing in Deep GCNs
2020/03/30 by Chaoqi Yang, Ruijie Wang, Yang, Chaoqi +7 · 10 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- AceKG: A Large-scale Knowledge Graph for Academic Data Mining
2018/07/23 by Wang, Ruijie, Yan, Yuchen, Wang, Jialu +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study
2024/04/03 by Tomoyoshi Kimura, Kimura, Tomoyoshi, Jinyang Li +21 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Speech and Audio Processing #Structural Health Monitoring Techniques #electronic engineering #information engineering
- RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph
2022/02/12 by Wang, Ruijie, Li, Zheng, Zhang, Danqing +4 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs
2022/06/03 by Ruijie Wang, Wang, Ruijie, Luca Rossetto +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning
2023/03/27 by Ruijie Wang, Wang, Ruijie, Zheng Li +10 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topic Modeling
- Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training
2025/02/10 by Zhuang, Yuchen, Yang, Jingfeng, Jiang, Haoming +16 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
2022/10/16 by Ruijie Wang, Zheng Li, Wang, Ruijie +10 · 1 citation
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
- Foundation Models for CPS-IoT: Opportunities and Challenges
2025/01/22 by Ozan Baris, Yizhuo Chen, Baris, Ozan +21 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- NLQxform: A Language Model-based Question to SPARQL Transformer
2023/11/08 by Wang, Ruijie, Zhang, Zhiruo, Rossetto, Luca +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Influence Pathway Discovery on Social Media
2023/09/27 by Xinyi Liu, Ruijie Wang, Liu, Xinyi +29 · 1 citation
Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Computational and Text Analysis Methods #FOS: Computer and information sciences #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
- Aligning Large Language Models with Implicit Preferences from User-Generated Content
2025/06/04 by Zhaoxuan Tan, Tan, Zhaoxuan, Zheng Li +23 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Topic Modeling