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Bresson, Xavier

  1. FMA: A Dataset For Music Analysis
    2016/12/06 by Michaël Defferrard, Kirell Benzi, Defferrard, Michaël +5 · 63 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Music Technology and Sound Studies #Diverse Musicological Studies
  2. A Generalization of Transformer Networks to Graphs
    2020/12/17 by Vijay Prakash Dwivedi, Dwivedi, Vijay Prakash, Xavier Bresson +1 · 83 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Topic Modeling #Machine Learning in Materials Science
  3. The Transformer Network for the Traveling Salesman Problem
    2021/03/04 by Xavier Bresson, Bresson, Xavier, Thomas Laurent +1 · 1 voice · 6 citations
    #cs.LG
  4. Residual Gated Graph ConvNets
    2017/11/20 by Xavier Bresson, Bresson, Xavier, Thomas Laurent +1 · 53 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
  5. G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
    2024/02/12 by Xiaoxin He, He, Xiaoxin, Yijun Tian +13 · 58 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  6. CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters
    2017/05/22 by Levie, Ron, Monti, Federico, Bresson, Xavier +1 · 20 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem
    2019/06/04 by Chaitanya K. Joshi, Thomas Laurent, Joshi, Chaitanya K. +3 · 21 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Vehicle Routing Optimization Methods
  8. Structured Sequence Modeling with Graph Convolutional Recurrent Networks
    2016/12/22 by Youngjoo Seo, Michaël Defferrard, Seo, Youngjoo +5 · 18 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  9. Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning
    2023/05/31 by He, Xiaoxin, Bresson, Xavier, Laurent, Thomas +3 · 20 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. A Generalization of ViT/MLP-Mixer to Graphs
    2022/12/27 by Xiaoxin He, He, Xiaoxin, Bryan Hooi +8 · 10 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Cloud Computing and Resource Management
  11. Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks
    2017/04/22 by Federico Monti, Monti, Federico, Michael M. Bronstein +3 · 5 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Graph Theory and Algorithms #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
  12. An Adaptive Total Variation Algorithm for Computing the Balanced Cut of\n a Graph
    2013/02/12 by Xavier Bresson, Bresson, Xavier, Thomas Laurent +5 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Complexity and Algorithms in Graphs #Privacy-Preserving Technologies in Data
  13. Multi-Graph Transformer for Free-Hand Sketch Recognition
    2019/12/24 by Peng Xu, Xu, Peng, Chaitanya K. Joshi +3 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
  14. GraphTSNE: A Visualization Technique for Graph-Structured Data
    2019/04/15 by Yao Yang Leow, Leow, Yao Yang, Thomas Laurent +3 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Matrix Completion on Graphs
    2014/08/07 by Kalofolias, Vassilis, Bresson, Xavier, Bronstein, Michael +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. Functional correspondence by matrix completion
    2014/12/27 by Artiom Kovnatsky, Michael M. Bronstein, Kovnatsky, Artiom +5 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  17. Multiclass Total Variation Clustering
    2013/06/05 by Bresson, Xavier, Laurent, Thomas, Uminsky, David +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  18. Consistency of Cheeger and Ratio Graph Cuts
    2014/11/24 by Trillos, Nicolas Garcia, Slepcev, Dejan, von Brecht, James +2 · 1 citation
    #49J55 #60D05 #62G20 #62H30 #68R10 #91C20 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
  19. Robust Principal Component Analysis on Graphs
    2015/04/23 by Shahid, Nauman, Kalofolias, Vassilis, Bresson, Xavier +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. A Two-Step Graph Convolutional Decoder for Molecule Generation
    2019/06/08 by Xavier Bresson, Bresson, Xavier, Thomas Laurent +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Chemical Synthesis and Analysis #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
  21. A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition
    2024/05/22 by Liu, Nian, He, Xiaoxin, Laurent, Thomas +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. On Learning Paradigms for the Travelling Salesman Problem
    2019/10/16 by Chaitanya K. Joshi, Thomas Laurent, Joshi, Chaitanya K. +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics
  23. Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
    2024/02/07 by Zhang, Yuchen, Zhang, Tianle, Wang, Kai +5 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. An Experimental Study of the Transferability of Spectral Graph Networks
    2020/12/18 by Axel Nilsson, Nilsson, Axel, Xavier Bresson +1 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
  25. Graph Transformers for Large Graphs
    2023/12/18 by Vijay Prakash Dwivedi, Dwivedi, Vijay Prakash, Yozen Liu +9 · 2 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Smart Cities and Technologies
  26. Long-Tailed Learning Requires Feature Learning
    2022/05/29 by Laurent, Thomas, von Brecht, James H., Bresson, Xavier · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Feature Collapse
    2023/05/25 by James H. von Brecht, Laurent, Thomas, Xavier Bresson +2 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  28. Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification
    2024/01/18 by Xia, Yutong, Yu, Runpeng, Liang, Yuxuan +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)