Mar 18, 2024 | [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 | [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 | [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 | [KDD Cup 2024] Our proposal “CRAG–Comprehensive RAG Benchmark and Challenge”, co-hosted with Meta Reality Lab, was accepted. |
Dec 16, 2023 | [2023 SIGMOD Research Highlight Award] Paper “Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration” [Best of SIGMOD 2023] Paper “GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data”. |
Nov 16, 2023 | [Best of SIGMOD 2023] Paper “GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data”. |
Oct 7, 2023 | [CIDR 2024] Paper VerifAI: Verified Generative AI was accepted. |
Oct 1, 2023 | Ph.D. positions available for 2024 spring/fall |