Accepted Industry and Application Papers
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01Democratizing Tabular Data Access with an Open-Source Synthetic-Data SDK
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02DLRover-LM: LLM Pre-Training Framework with Thousands of Accelerators in AntGroup
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03StreamShield: A Production-Proven Resiliency Solution for Apache Flink at ByteDance
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04Tackling Workload Forecasting Challenges with an Offline-Online Dynamic Framework
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05OceanBase Mercury: Building a Distributed Real-time Analytical Processing Database System
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06High-Fidelity and Complex Test Data Generation for Google SQL Code Generation Services
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07Taxon: Hierarchical Tax Code Prediction with Semantically Aligned LLM Expert Guidance
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08TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting
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09Hierarchical Industrial Demand Forecasting with Temporal and Uncertainty Explanations
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10Bala-Join: An Adaptive Hash Join for Balancing Communication and Computation in Geo-Distributed SQL Databases
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11Automatic Parameter Tuning for Compaction in LSM-Tree based Databases
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12REVISION: Reflective Intent Mining and Online Reasoning Auxiliary for E-commerce Visual Search System Optimization
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13DBdoctor: A Fine-grained and Non-intrusive Performance Diagnosis Platform for Databases
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14CCD–Level and Load-Aware Thread Orchestration for In-Memory Vector ANNS on Multi-Core CPUs
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15REG4Rec: Reasoning-Enhanced Generative Model for Large-Scale Recommendation Systems
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16Graph Query Generation with Constraint-guided Large Language Agents
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17JITPrune: An Efficient Online Feature Pruning Framework for Embedding-based DLRM Training
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18D2SQA: An Edge–Cloud Collaborative Slow Query Analysis Framework Deployed at DBAPPSecurity
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19GALA: Generative Aligned Learning for Adaptive Multimodal Representation in the Eleme Recommender System
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20KScaNN: Scalable Approximate Nearest Neighbor Search on Kunpeng
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21Efficient Data Processing using On-the-Fly Host-PIM Interactions in a Commodity PIM System
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22RedParrot: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching
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23CoLIBRi: Supporting quotation through multi-modal retrieval and conversational search on manufacturing drawings
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24Building and Benchmarking Large Language Models for Machine Translation in Social Network Services
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25FELA: A Multi-Agent Evolutionary System for Feature Engineering of Industrial Event Log Data
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26Cascading Relevance-driven Recommendation Network for CTR Prediction in Trigger-Introduced Recommendation
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27Accurate and Efficient Multi-channel Time Series Forecasting via Sparse Attention Mechanism
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28From Benchmarks to Production: Transferring Time Series Anomaly Detection Methods for Electricity Production Monitoring
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29OpenZL: Using Graphs to Compress Smaller and Faster
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30GaV: Guess and Verification of Column Semantics
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31User-Adaptive Meta-Learning for Cold-Start Medication Recommendation with Uncertainty Filtering
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32On Efficient Materialization in Data Lakes
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33Billion-scale Fintech Analytics: Scalable Data Management and Anomaly Detection at NPCI
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34Decoupled Multimodal Fusion for User Interest Modeling in Click-Through Rate Prediction
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35GalaxyRAG: Graph Retrieval-Augmented Generation for Enterprise Knowledge Systems
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36OEPO: Online Experience-based Preference Optimization for CTR Prediction
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37DM-RAG: Enhancing User Support in Dameng Databases with Retrieval-Augmented Generation
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38Relevance Matters: A Multi-Task and Multi-Stage Large Language Model Approach for E-commerce Query Rewriting