Yu Sun

Venues

Frequent coauthors

Papers

1. Truth $\neq$ Frequency: Leveraging Dependencies for Subset Repair
   ICDE 2026 ·

   Haoda Li

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2. Collaborative Imputation for Multivariate Time Series with Convergence Guarantee
   ICDE 2025 · Yu Sun
3. From Suspicious Errors to Valid Data: On Repairing Spatio-Temporal Data via Spatial and Temporal Dependencies
   SIGMOD 2025 ·

   Weiwei Deng

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4. Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales
   AAAI 2025 ·

   Xinyu Yang

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5. Meta Guidance: Incorporating Inductive Biases into Deep Time Series Imputers
   NeurIPS 2025 ·

   Jiacheng You

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6. Minimum Change≠ Best Cleaning: Parallel and Incremental Error Detection under Integrity Constraints
   SIGMOD 2025 ·

   Jiahui Chen

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7. The Best of Both Worlds: On Repairing Timestamps and Attribute Values for Multivariate Time Series
   SIGMOD 2025 ·

   Jingyu Zhu

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8. Frequency-aware Generative Models for Multivariate Time Series Imputation
   NeurIPS 2024 ·

   Xinyu Yang

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9. High Precision ≠ High Cost: Temporal Data Fusion for Multiple Low-Precision Sensors
   SIGMOD 2024 ·

   Jingyu Zhu

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10. Win-Win: On Simultaneous Clustering and Imputing over Incomplete Data
    VLDB 2024 · Yu Sun