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Yao Ma

  1. Graph Neural Networks for Social Recommendation
    2019/02/19 by Wenqi Fan, Yao Ma, Fan, Wenqi +11 · 62 citations
    Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Topic Modeling
  2. A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness
    2024/11/04 by Fali Wang, Zhiwei Zhang, Wang, Fali +26 · 3 voices · 39 citations
    Computer Science · #68T50 (Primary) 68T07 (Secondary) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Topic Modeling #cs.AI #cs.CL #cs.LG
  3. Graph Structure Learning for Robust Graph Neural Networks
    2020/05/20 by Wei Jin, Yao Ma, Jin, Wei +9 · 29 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  4. Is Homophily a Necessity for Graph Neural Networks?
    2021/06/11 by Yao Ma, Xiaorui Liu, Ma, Yao +5 · 10 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
  5. Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking
    2023/06/18 by Juanhui Li, Li, Juanhui, Harry Shomer +13 · 10 citations
    Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
  6. Node Similarity Preserving Graph Convolutional Networks
    2020/11/19 by Wei Jin, Tyler Derr, Jin, Wei +9 · 4 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  7. R-Transformer: Recurrent Neural Network Enhanced Transformer
    2019/07/12 by Zhiwei Wang, Wang, Zhiwei, Yao Ma +5 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting #electronic engineering #information engineering
  8. Hom-Nijienhuis operators and T ⁎ -extensions of hom-Lie superalgebras
    2013/06/27 by Yan Liu, Liangyun Chen, Yao Ma · 4 citations
    Mathematics · #Advanced Topics in Algebra #Algebraic structures and combinatorial models #Homotopy and Cohomology in Algebraic Topology
  9. PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
    2024/06/04 by Bingheng Li, Li, Bingheng, Linxin Yang +19 · 6 citations
    Computer Science · Engineering · #Advanced Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural Networks and Applications #Optimization and Control (math.OC)
  10. A Policy Search Method For Temporal Logic Specified Reinforcement Learning Tasks
    2017/09/27 by Xiao Li, Li, Xiao, Yao Ma +3 · 2 citations
    Computer Science · #Reinforcement Learning in Robotics #Software Engineering Research #Advanced Software Engineering Methodologies
  11. Fast Graph Condensation with Structure-based Neural Tangent Kernel
    2023/10/17 by Lin Wang, Wenqi Fan, Wang, Lin +7 · 2 citations
    Materials Science · Computer Science · #Machine Learning in Materials Science #Advanced Graph Neural Networks #Web Data Mining and Analysis
  12. Graph Feature Gating Networks
    2021/05/10 by Wei Jin, Xiaorui Liu, Jin, Wei +9 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
  13. Graph Enhanced BERT for Query Understanding
    2022/04/03 by Juanhui Li, Li, Juanhui, Yao Ma +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
  14. Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks
    2022/11/10 by Khang Tran, Tran, Khang, Phung Lai +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  15. Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking
    2025/05/29 by Liangliang Zhang, Zhang, Liangliang, Jiang, Zhuorui +17 · 4 citations
    Computer Science · Medicine · #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
  16. Precedence-Constrained Winter Value for Effective Graph Data Valuation
    2024/02/02 by Hongliang Chi, Chi, Hongliang, Jin Wei +5 · 1 citation
    Computer Science · #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  17. Revisiting the Message Passing in Heterophilous Graph Neural Networks
    2024/05/28 by Zhuonan Zheng, Yuanchen Bei, Zheng, Zhuonan +15 · 1 citation
    Computer Science · Engineering · #Neural Networks and Applications #Advanced Graph Neural Networks #Advanced Memory and Neural Computing
  18. Significant Impact of Quantum and Anharmonic Effects on the Structural Stability and Superconductivity of NbH3 at High Pressures
    2024/10/11 by Pugeng Hou, Hou, Pugeng, Yao Ma +13 · 1 citation
    Physics and Astronomy · Engineering · Materials Science · #Superconductivity in MgB2 and Alloys #Superconducting Materials and Applications #Hydrogen Storage and Materials
  19. Irrational-window-filter projection method and application to quasiperiodic Schrödinger eigenproblems
    2024/04/06 by Kai Jiang, Jiang, Kai, Xueyang Li +7 · 1 citation
    Mathematics · Physics and Astronomy · #35J10 #35P05 #65D15 #65T50 #81-08 #Electromagnetic Scattering and Analysis #FOS: Mathematics #Mathematical functions and polynomials #Numerical Analysis (math.NA) #Numerical methods in inverse problems
  20. White Dwarf Structure and Binary Inspiral Gravitational Waves from Quantum Hadrodynamics
    2024/10/08 by Lingjun Guo, Yao Ma, Guo, Ling-Jun +7 · 1 citation
    Physics and Astronomy · #Cosmology and Gravitation Theories #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Nuclear Theory (nucl-th) #Pulsars and Gravitational Waves Research #Quantum Chromodynamics and Particle Interactions
  21. Spacelike-Collinear Scattering by the Method of Regions
    2026/07/16 by Wen Chen, Einan Gardi, Rourou Ma +3
    #hep-ph #hep-th
  22. PerfAgent: Profiler-Guided Iterative Refinement for Repository-Level Code Optimization
    2026/07/22 by Ryan Deng, Yuanzhe Liu, Bastian Lipka +4
    #cs.SE #cs.AI
  23. Structural and Vibrational Properties of D3Se from First Principles: Anharmonic Quantum and Isotope Effects
    2026/07/20 by Wenjie Ma, Yao Ma, Mi Pan +2
    #cond-mat.supr-con