Meng Qu

1. Learning on Large-scale Text-attributed Graphs via Variational Inference
   2022/10/26 by Jianan Zhao, Zhao, Jianan, Meng Qu +13 · 23 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
2. RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs
   2020/10/08 by Meng Qu, Qu, Meng, Junkun Chen +7 · 10 citations
   Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Topic Modeling
3. Continuous Graph Neural Networks
   2019/12/02 by Louis-Pascal Xhonneux, Meng Qu, Xhonneux, Louis-Pascal A. C. +3 · 7 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. GMNN: Graph Markov Neural Networks
   2019/05/15 by Meng Qu, Yoshua Bengio, Qu, Meng +3 · 15 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
5. AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning
   2025/05/17 by Zewei Sun, Lou, Chenwei, Xinnian Liang +14 · 34 citations
   Computer Science · #Reinforcement Learning in Robotics
6. Graph Policy Network for Transferable Active Learning on Graphs
   2020/06/24 by Shengding Hu, Zheng Xiong, Hu, Shengding +11 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Machine Learning and Algorithms #Topic Modeling
7. Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs
   2020/07/05 by Meng Qu, Tianyu Gao, Qu, Meng +5 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
8. vGraph: A Generative Model for Joint Community Detection and Node Representation Learning
   2019/06/18 by Fan-Yun Sun, Sun, Fan-Yun, Meng Qu +7 · 2 citations
   Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Opinion Dynamics and Social Influence
9. Learning Dual Retrieval Module for Semi-supervised Relation Extraction
   2019/02/20 by Hongtao Lin, Lin, Hongtao, Jun Yan +5 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
10. Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs
    2019/04/11 by Woojeong Jin, Jin, Woojeong, Meng Qu +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
11. Neural Structured Prediction for Inductive Node Classification
    2022/04/15 by Meng Qu, Huiyu Cai, Qu, Meng +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)