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Yu Rong

  1. DropEdge: Towards Deep Graph Convolutional Networks on Node Classification
    2019/07/25 by Yu Rong, Wenbing Huang, Rong, Yu +5 · 42 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI)
  2. Adaptive Sampling Towards Fast Graph Representation Learning
    2018/09/14 by Wenbing Huang, Huang, Wenbing, Tong Zhang +5 · 36 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Complex Network Analysis Techniques
  3. Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks
    2020/01/17 by Tian Bian, Xi Xiao, Bian, Tian +11 · 14 citations
    Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Topic Modeling
  4. Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
    2025/06/08 by Weiwen Xu, LASA Team, Hou Pong Chan +34 · 48 citations
    Computer Science · #Multimodal Machine Learning Applications #Machine Learning in Healthcare #Domain Adaptation and Few-Shot Learning
  5. Progressive Feature Alignment for Unsupervised Domain Adaptation
    2018/11/21 by Chaoqi Chen, Chen, Chaoqi, Weiping Xie +13 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech Recognition and Synthesis
  6. Graph Information Bottleneck for Subgraph Recognition
    2020/10/12 by Junchi Yu, Tingyang Xu, Yu, Junchi +9 · 10 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning in Materials Science
  7. Transformer for Graphs: An Overview from Architecture Perspective
    2022/02/17 by Erxue Min, Runfa Chen, Min, Erxue +17 · 8 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)
  8. Semi-Supervised Graph Classification: A Hierarchical Graph Perspective
    2019/04/10 by Jia Li, Li, Jia, Yu Rong +9 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce Advertising
    2021/06/07 by Xiangyu Liu, Chuan Yu, Liu, Xiangyu +23 · 6 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
  10. Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents
    2024/10/17 by Long Li, Li, Long, Weiwen Xu +23 · 13 citations
    Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Scientific Computing and Data Management
  11. Graph Convolutional Module for Temporal Action Localization in Videos
    2021/12/01 by Runhao Zeng, Wenbing Huang, Zeng, Runhao +11 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  12. A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications
    2024/03/01 by Jiaqi Han, Jiacheng Cen, Han, Jiaqi +28 · 9 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Graph Theory and Algorithms #Industrial Technology and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
  13. Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis
    2022/05/25 by Jingbo Wang, Wang, Jingbo, Yu Rong +9 · 4 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
  14. Tackling Over-Smoothing for General Graph Convolutional Networks
    2020/08/22 by Wenbing Huang, Huang, Wenbing, Yu Rong +7 · 5 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Stochastic Gradient Optimization Techniques #Ferroelectric and Negative Capacitance Devices
  15. Recognizing Predictive Substructures with Subgraph Information Bottleneck
    2021/03/20 by Junchi Yu, Yu, Junchi, Tingyang Xu +9 · 4 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Stochastic Gradient Optimization Techniques #Brain Tumor Detection and Classification
  16. FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration
    2020/08/19 by Yu Rong, Takaaki Shiratori, Rong, Yu +3 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Video Analysis and Summarization
  17. A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models
    2019/08/04 by Heng Chang, Chang, Heng, Yu Rong +13 · 2 citations
    Computer Science · #Advanced Graph Neural Networks
  18. ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
    2025/06/11 by Yu Sun, Xingyu Qian, Sun, Yu +19 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Topic Modeling
  19. Can Large Language Models Be Query Optimizer for Relational Databases?
    2025/02/08 by Jie Tan, Tan, Jie, Kangfei Zhao +15 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
  20. SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases
    2023/08/25 by Liu Yang, Liu, Yang, Jiashun Cheng +13 · 4 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
  21. On Self-Distilling Graph Neural Network
    2020/11/04 by Yuzhao Chen, Yatao Bian, Chen, Yuzhao +9 · 2 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  22. VoteHMR: Occlusion-Aware Voting Network for Robust 3D Human Mesh Recovery from Partial Point Clouds
    2021/10/17 by Guanze Liu, Liu, Guanze, Yu Rong +3 · 2 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Human Pose and Action Recognition #Human Motion and Animation
  23. A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection
    2022/05/20 by Bingzhe Wu, Wu, Bingzhe, Jintang Li +37 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  24. VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning
    2025/07/30 by Ruifeng Yuan, Yuan, Ruifeng, Chenghao Xiao +21 · 12 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
  25. CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer
    2025/02/27 by Yang Liu, Zinan Zheng, Liu, Yang +11 · 6 citations
    Earth and Planetary Sciences · Environmental Science · Computer Science · #Meteorological Phenomena and Simulations #Remote Sensing in Agriculture #Data Visualization and Analytics
  26. Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices
    2023/10/21 by Peichun Li, Hanwen Zhang, Li, Peichun +11 · 2 citations
    Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  27. A Survey of Graph Transformers: Architectures, Theories and Applications
    2025/02/23 by Chaohao Yuan, Kangfei Zhao, Yuan, Chaohao +15 · 5 citations
    #cs.LG #cs.AI
  28. Spectral Graph Attention Network with Fast Eigen-approximation
    2020/03/16 by Heng Chang, Chang, Heng, Yu Rong +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Social and Information Networks (cs.SI) #Topic Modeling
  29. MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra
    2025/02/22 by Wang, Liang, S. Z. Liu, Yu Rong +8 · 4 citations
    Engineering · Materials Science · #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Engineering #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Hydrocarbon exploration and reservoir analysis #Machine Learning (cs.LG) #Machine Learning in Materials Science #and Science (cs.CE)
  30. Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation
    2021/05/23 by Jinyu Yang, Chunyuan Li, Yang, Jinyu +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  31. Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer
    2022/01/25 by Erxue Min, Yu Rong, Min, Erxue +15 · 1 citation
    Computer Science · Physics and Astronomy · Social Sciences · #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Digital Marketing and Social Media #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
  32. Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers
    2025/03/02 by Yiran Zhao, Chaoqun Liu, Zhao, Yiran +19 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  33. Materials Generation in the Era of Artificial Intelligence: A Comprehensive Survey
    2025/05/22 by Zhixun Li, Bin Cao, Li, Zhixun +21 · 4 citations
    Chemistry · Materials Science · #Artificial Intelligence (cs.AI) #Block Copolymer Self-Assembly #FOS: Computer and information sciences #FOS: Physical sciences #Inorganic Chemistry and Materials #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
  34. Human Mobility Modeling During the COVID-19 Pandemic via Deep Graph Diffusion Infomax
    2022/12/12 by Yang Liu, Liu, Yang, Yu Rong +11 · 1 citation
    Medicine · Social Sciences · #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Urban Transport and Accessibility
  35. Size Growth on Short Timescales of Star-Forming Galaxies: Insights from Size Variation with Rest-Frame Wavelength with JADES
    2024/11/12 by Cheng Jia, Enci Wang, Jia, Cheng +25 · 3 citations
    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Stellar, planetary, and galactic studies
  36. Orbital-selective electron correlations in high- <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub> <mml:mi>T</mml:mi> <mml:mi mathvariant="normal">c</mml:mi> </mml:msub> </mml:math> bilayer nickelates: From a global phase diagram to implications for spectroscopy
    2024/12/30 by Zhiguang Liao, Liao, Zhiguang, Yiming Wang +11 · 2 citations
    Materials Science · Physics and Astronomy · #Electron and X-Ray Spectroscopy Techniques #Magnetic properties of thin films #Magnetic and transport properties of perovskites and related materials
  37. Disentangling Language and Culture for Evaluating Multilingual Large Language Models
    2025/05/30 by Jiahao Ying, Ying, Jiahao, Wei Tang +9 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  38. FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving
    2025/02/27 by Guizhen Chen, Chen, Guizhen, Weiwen Xu +14 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
  39. GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning
    2025/09/22 by Guizhen Chen, Weiwen Xu, Chen, Guizhen +11 · 5 citations
    Computer Science · #Constraint Satisfaction and Optimization #Semantic Web and Ontologies #AI-based Problem Solving and Planning
  40. Ultra Diffuse Dwarf Galaxies Hosting Pseudo-bulges
    2024/12/14 by Yu Rong, Rong, Yu, Hong-Xin Zhang +13 · 1 citation
    Physics and Astronomy · #Astronomy and Astrophysical Research #Galaxies: Formation, Evolution, Phenomena #Stellar, planetary, and galactic studies