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Long, Guodong

  1. Graph WaveNet for Deep Spatial-Temporal Graph Modeling
    2019/05/31 by Zonghan Wu, Shirui Pan, Wu, Zonghan +7 · 86 citations
    Computer Science · Engineering · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Traffic Prediction and Management Techniques
  2. Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
    2020/05/24 by Zonghan Wu, Shirui Pan, Wu, Zonghan +9 · 55 citations
    Computer Science · Decision Sciences · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  3. FedProto: Federated Prototype Learning across Heterogeneous Clients
    2021/05/01 by Yue Tan, Guodong Long, Tan, Yue +11 · 42 citations
    Computer Science · #Privacy-Preserving Technologies in Data
  4. Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
    2022/09/21 by Yue Tan, Guodong Long, Tan, Yue +9 · 13 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
  5. Attributed Graph Clustering: A Deep Attentional Embedding Approach
    2019/06/15 by Wang, Chun, Pan, Shirui, Hu, Ruiqi +3 · 8 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Thread of Thought Unraveling Chaotic Contexts
    2023/11/15 by Yucheng Zhou, Zhou, Yucheng, Xiubo Geng +11 · 15 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  7. Federated Learning for Open Banking
    2021/08/24 by Guodong Long, Long, Guodong, Yue Tan +5 · 7 citations
    Computer Science · #Blockchain Technology Applications and Security #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  8. Dual-Personalizing Adapter for Federated Foundation Models
    2024/03/28 by Yiyuan Yang, Guodong Long, Yang, Yiyuan +7 · 13 citations
    Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Distributed and Parallel Computing Systems
  9. GPFedRec: Graph-guided Personalization for Federated Recommendation
    2023/05/13 by Chunxu Zhang, Guodong Long, Zhang, Chunxu +9 · 10 citations
    Computer Science · Psychology · #Recommender Systems and Techniques #Privacy-Preserving Technologies in Data #Mental Health via Writing
  10. Federated Learning on Non-IID Graphs via Structural Knowledge Sharing
    2022/11/23 by Yue Tan, Tan, Yue, Yixin Liu +9 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Privacy-Preserving Technologies in Data
  11. EventBERT: A Pre-Trained Model for Event Correlation Reasoning
    2021/10/13 by Zhou, Yucheng, Geng, Xiubo, Shen, Tao +2 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Causal Reinforcement Learning: A Survey
    2023/07/04 by Zhi‐Hong Deng, Jing Jiang, Deng, Zhihong +5 · 7 citations
    Decision Sciences · #Auction Theory and Applications
  13. Dual Personalization on Federated Recommendation
    2023/01/16 by Chunxu Zhang, Guodong Long, Zhang, Chunxu +11 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  14. DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding
    2017/09/14 by Tao Shen, Shen, Tao, Tianyi Zhou +9 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  15. Re-Reading Improves Reasoning in Large Language Models
    2023/09/12 by Xiaohan Xu, Xu, Xiaohan, Chongyang Tao +12 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  16. Attribute Propagation Network for Graph Zero-shot Learning
    2020/09/24 by Liu, Lu, Zhou, Tianyi, Long, Guodong +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions
    2023/05/22 by Zhang, Chunxu, Long, Guodong, Zhou, Tianyi +3 · 5 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  18. Fine-Grained Distillation for Long Document Retrieval
    2022/12/20 by Zhou, Yucheng, Shen, Tao, Geng, Xiubo +4 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  19. Improving Cross-modal Alignment for Text-Guided Image Inpainting
    2023/01/26 by Zhou, Yucheng, Long, Guodong · 4 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Large Language Models are Strong Zero-Shot Retriever
    2023/04/27 by Shen, Tao, Long, Guodong, Geng, Xiubo +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  21. Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond
    2024/10/10 by Qi Wang, Jindong Li, Wang, Qi +17 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Web Data Mining and Analysis
  22. Synergistic Interplay between Search and Large Language Models for Information Retrieval
    2023/05/12 by Jiazhan Feng, Feng, Jiazhan, Chongyang Tao +13 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
  23. WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents
    2024/10/09 by Zhou, Siyu, Zhou, Tianyi, Yang, Yijun +4 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  24. On the Convergence of Clustered Federated Learning
    2022/02/13 by Jie Ma, Ma, Jie, Guodong Long +7 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  25. ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification
    2022/03/04 by Yucheng Zhou, Tao Shen, Zhou, Yucheng +7 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  26. Towards Robust Ranker for Text Retrieval
    2022/06/16 by Zhou, Yucheng, Shen, Tao, Geng, Xiubo +5 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  27. Style-Aware Contrastive Learning for Multi-Style Image Captioning
    2023/01/26 by Yucheng Zhou, Zhou, Yucheng, Guodong Long +1 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  28. Federated Recommendation with Additive Personalization
    2023/01/22 by Li, Zhiwei, Long, Guodong, Zhou, Tianyi · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
    2023/02/04 by Kun Yi, Qi Zhang, Yi, Kun +12 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Time Series Analysis and Forecasting
  30. Bi-Directional Block Self-Attention for Fast and Memory-Efficient\n Sequence Modeling
    2018/04/03 by Tao Shen, Shen, Tao, Tianyi Zhou +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  31. A Universal Representation Transformer Layer for Few-Shot Image Classification
    2020/06/21 by Lu Liu, William L. Hamilton, Liu, Lu +7 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Machine Learning and ELM
  32. Multimodal Event Transformer for Image-guided Story Ending Generation
    2023/01/26 by Zhou, Yucheng, Long, Guodong · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Does Continual Learning Equally Forget All Parameters?
    2023/04/09 by Haiyan Zhao, Tianyi Zhou, Zhao, Haiyan +7 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models
    2025/03/17 by Li, Haoyang, Wang, Liang, Wang, Chao +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  35. Curriculum Reinforcement Learning via Morphology-Environment Co-Evolution
    2023/09/21 by Shuang Ao, Tianyi Zhou, Ao, Shuang +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
  36. Adversarially Regularized Graph Autoencoder for Graph Embedding
    2018/02/13 by Pan, Shirui, Hu, Ruiqi, Long, Guodong +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  37. Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together
    2018/05/02 by Shen, Tao, Zhou, Tianyi, Long, Guodong +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  38. Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey
    2023/12/05 by Shengchao Chen, Chen, Shengchao, Guodong Long +7 · 2 citations
    Earth and Planetary Sciences · Environmental Science · Social Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
  39. Federated Low-Rank Adaptation for Foundation Models: A Survey
    2025/05/16 by Yiyuan Yang, Guodong Long, Yang, Yiyuan +9 · 5 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG)
  40. Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot\n Learning on Category Graph
    2019/05/10 by Lu Liu, Tianyi Zhou, Liu, Lu +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE)
  41. Cooperative Heterogeneous Deep Reinforcement Learning
    2020/11/02 by Zheng, Han, Wei, Pengfei, Jiang, Jing +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. Federated Adaptation for Foundation Model-based Recommendations
    2024/05/08 by Zhang, Chunxu, Long, Guodong, Guo, Hongkuan +7 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  43. Sequential Diagnosis Prediction with Transformer and Ontological Representation
    2021/09/07 by Xueping Peng, Peng, Xueping, Guodong Long +7 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Chronic Disease Management Strategies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  44. Navigating the Future of Federated Recommendation Systems with Foundation Models
    2024/05/12 by Zhiwei Li, Guodong Long, Li, Zhiwei +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  45. Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data
    2023/01/22 by Shengchao Chen, Chen, Shengchao, Guodong Long +5 · 2 citations
    Environmental Science · #Hydrological Forecasting Using AI
  46. CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification
    2022/11/11 by Li, Yang, Xu, Canran, Long, Guodong +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  47. Continual Task Allocation in Meta-Policy Network via Sparse Prompting
    2023/05/29 by Yang, Yijun, Zhou, Tianyi, Jiang, Jing +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents
    2025/04/22 by Siyu Zhou, Tianyi Zhou, Zhou, Siyu +11 · 2 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  49. Improving the Robustness of Summarization Systems with Dual Augmentation
    2023/06/01 by Chen, Xiuying, Long, Guodong, Tao, Chongyang +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. Federated Prompt Learning for Weather Foundation Models on Devices
    2023/05/23 by Shengchao Chen, Guodong Long, Chen, Shengchao +5 · 2 citations
    Environmental Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Hydrological Forecasting Using AI #Machine Learning (cs.LG)
  51. Federated Vision-Language-Recommendation with Personalized Fusion
    2024/10/11 by Li, Zhiwei, Long, Guodong, Jiang, Jing +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  52. Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
    2024/12/22 by Chunxu Zhang, Zhang, Chunxu, Guodong Long +13 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  53. Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models
    2024/05/24 by Shengchao Chen, Guodong Long, Chen, Shengchao +5 · 2 citations
    Computer Science · #Distributed and Parallel Computing Systems
  54. Influence-oriented Personalized Federated Learning
    2024/10/04 by Yue Tan, Tan, Yue, Guodong Long +5 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
  55. Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach
    2024/08/16 by Zhiwei Li, Guodong Long, Li, Zhiwei +6 · 1 citation
    Computer Science · #Recommender Systems and Techniques
  56. FedMerge: Federated Personalization via Model Merging
    2025/04/09 by Shutong Chen, Chen, Shutong, Tianyi Zhou +7 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Domain Adaptation and Few-Shot Learning #Recommender Systems and Techniques