Publications with SuDIS

• ChronosBI: Supercharging LLM-Powered Business Intelligence Pipelines with Semantic Caching and Cost Planning 2026 ACM SIGMOD International Conference on Management of Data (SIGMOD) Demo, 2026 · Demo · CCF-A · CORE-A*
• LLM Knows, Speaks Not: Extracting Decoder-State Representations for Column Type Annotation The 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP) Findings, 2026 · Conference · CCF-A · CORE-A
• RedParrot: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching The 42nd IEEE International Conference on Data Engineering (ICDE) Industry, 2026 · Conference · CCF-A · CORE-A*
• Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI ACM Computing Surveys, 2026 · Journal · CCF-A · CORE-A* · IF: 23.8 (Year 2023)
• NLCTables: A dataset for marrying natural language conditions with table discovery The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 · Conference · CCF-A · CORE-A*
• TableCopilot: A table assistant empowered by natural language conditional table discovery The 50th International Conference on Very Large Data Bases (VLDB), 2025 · Conference · CCF-A · CORE-A*