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Qu, Meng

  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. GraphText: Graph Reasoning in Text Space
    2023/10/02 by Zhao, Jianan, Zhuo, Le, Shen, Yikang +5 · 19 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning
    2025/04/10 by Seed, ByteDance, :, Chen, Jiaze +267 · 52 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. 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
  5. Continuous Graph Neural Networks
    2019/12/02 by Louis-Pascal Xhonneux, Xhonneux, Louis-Pascal A. C., Meng Qu +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)
  6. Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy
    2024/02/06 by Tang, Xiangru, Jin, Qiao, Zhu, Kunlun +10 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. GMNN: Graph Markov Neural Networks
    2019/05/15 by Meng Qu, Qu, Meng, Yoshua Bengio +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)
  8. AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning
    2025/05/17 by Lou, Chenwei, Zewei Sun, Xinnian Liang +14 · 34 citations
    Computer Science · #Reinforcement Learning in Robotics
  9. Probabilistic Logic Neural Networks for Reasoning
    2019/06/20 by Qu, Meng, Tang, Jian · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery
    2022/02/16 by Zhu, Zhaocheng, Shi, Chence, Zhang, Zuobai +12 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. 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
  12. 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
  13. 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
  14. TGNN: A Joint Semi-supervised Framework for Graph-level Classification
    2023/04/23 by Ju, Wei, Luo, Xiao, Qu, Meng +5 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  15. CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases
    2016/10/27 by Ren, Xiang, Wu, Zeqiu, He, Wenqi +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Learning Dual Retrieval Module for Semi-supervised Relation Extraction
    2019/02/20 by Hongtao Lin, Jun Yan, Lin, Hongtao +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
  17. 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
  18. Weakly-supervised Relation Extraction by Pattern-enhanced Embedding Learning
    2017/11/09 by Qu, Meng, Ren, Xiang, Zhang, Yu +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. 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)