Yongxin Tong

Venues

Frequent coauthors

Papers

1. Distance Comparison Operations are not Silver Bullets in Vector Similarity Search: A Benchmark Study on their Merits and Limits
   ICDE 2026 ·

   Zhuanglin Zheng

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2. FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search
   SIGMOD 2026 ·

   Zekai Wu

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3. FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters
   SIGIR 2026 ·

   Zhilin Liang

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4. FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models
   AAAI 2026 ·

   Zishuai Zhang

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5. Federated Retrieval Over Embedding-Heterogeneous Vector Databases
   ICDE 2026 ·

   Yuxiang Wang

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6. Less is More: Compact Clue Selection for Efficient Retrieval-Augmented Generation Reasoning
   WWW 2026 ·

   Qianchi Zhang

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7. Privacy-Preserving Reasoning with Knowledge-Distilled Parametric Retrieval Augmented Generation
   ACL 2026 ·

   Jinwen Chen

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8. Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering
   ICDE 2025 ·

   Yiming Niu

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9. DarkDistill: Difficulty-Aligned Federated Early-Exit Network Training on Heterogeneous Devices
   SIGKDD 2025 ·

   Lehao Qu

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10. Efficient Data Valuation Approximation in Federated Learning: A Sampling-Based Approach
    ICDE 2025 ·

    Shuyue Wei

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11. FedMetro: Efficient Metro Passenger Flow Prediction via Federated Graph Learning
    SIGKDD 2025 ·

    Tianlong Zhang

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12. FedVS: Towards Federated Vector Similarity Search with Filters
    SIGKDD 2025 ·

    Zeheng Fan

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13. FedVSE: A Privacy-Preserving and Efficient Vector Search Engine for Federated Databases
    VLDB 2025 ·

    Zeheng Fan

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14. Modeling Inter-Intra Heterogeneity for Graph Federated Learning
    AAAI 2025 ·

    Wentao Yu

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15. Timestamp Approximate Nearest Neighbor Search Over High-Dimensional Vector Data
    ICDE 2025 ·

    Yuxiang Wang

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16. eXpath: Explaining Knowledge Graph Link Prediction with Ontological Closed Path Rules
    VLDB 2025 ·

    Ye Sun

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17. CASA: Clustered Federated Learning with Asynchronous Clients
    SIGKDD 2024 ·

    Boyi Liu

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18. FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction
    SIGKDD 2024 ·

    Linghua Yang

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19. Front Matter
    VLDB 2024 ·

    Meihui Zhang

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20. Graph-constrained diffusion for End-to-End Path Planning
    ICLR 2024 ·

    Dingyuan Shi

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21. HeteFedRec: Federated Recommender Systems with Model Heterogeneity
    ICDE 2024 ·

    Wei Yuan

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22. MUSE-Net: Disentangling Multi-Periodicity for Traffic Flow Forecasting
    ICDE 2024 ·

    Jianyang Qin

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23. Towards Task-Conflicts Momentum-Calibrated Approach for Multi-task Learning
    ICDE 2024 ·

    Heyan Chai

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24. Traffic Pattern Sharing for Federated Traffic Flow Prediction with Personalization
    ICDM 2024 ·

    Hang Zhou

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