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Mar 18, 2024 :pencil: [SIGMOD 2024] Paper “Controllable Tabular Data Synthesis Using Diffusion Models” and two demos, “IDE: A System for Iterative Mislabel Detection” and “CHatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions” were accepted.
Mar 16, 2024 :pencil: [VLDB 2024] Three papers, “MisDetect: Iterative Mislabel Detection using Early Loss”, “LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes”, and “Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL” were accepted.
Mar 10, 2024 :pencil: [ICDE 2024] Two papers, “Mitigating Data Scarcity in Supervised Machine Learning through Reinforcement Learning Guided Data Generation” and “Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration”, were accepted.
Mar 8, 2024 :trophy: [KDD Cup 2024] Our proposal “CRAG–Comprehensive RAG Benchmark and Challenge”, co-hosted with Meta Reality Lab, was accepted.
Dec 16, 2023 :medal_sports: [2023 SIGMOD Research Highlight Award] Paper “Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration” :medal_sports: [Best of SIGMOD 2023] Paper “GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data”.
Nov 16, 2023 :trophy: [Best of SIGMOD 2023] Paper “GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data”.
Oct 7, 2023 :pencil: [CIDR 2024] Paper VerifAI: Verified Generative AI was accepted.
Oct 1, 2023 Ph.D. positions available for 2024 spring/fall :sparkles: