ICDE 2024 Lightning Talks

Accepted Lightning Talks

Thursday May 16th, 2024 @ 13:15

Lightning Talks 1 [ In Theater 3,Chair:TBD ]

Evaluating Text-to-SQL Models on Real-world Enterprise Data
Manasi Ganti (University of Washington Seattle); Laurel Orr (Numbers Station AI); Sen Wu (Numbers Station AI)
Synergies between Graph Data Management and Machine Learning in Graph Data Science Pipeline
Arijit Khan (Aalborg University)
Large Language Models as Storage for SQL Querying
Paolo Papotti (EURECOM)
Accelerating Deletion Interventions on OLAP workload
Haneen Mohammed (Columbia University); Alexander Yao (Columbia University); Lampros Flokas (Columbia University); Zhong Hongbin (Northeastern University); Charlie G Summers (Columbia University); Eugene Wu (Columbia University)
User Learning In Interactive Data Exploration
Nischal Aryal (Oregon State University); Sanad Saha (Oregon State University); Leilani Battle (University of Washington); Arash Termehchy (Oregon State University)
Multivariate similarity search -- a call for a new breed of similarity search algorithms
Odysseas Papapetrou (TU Eindhoven); Jens d'Hondt (Eindhoven University of Technology)
Towards Streaming Consistency Management
Samuele Langhi (Lyon 1 University); Angela Bonifati (Univ. of Lyon); Riccardo Tommasini (INSA Lyon - LIRIS)
Unveiling Dis-Integration
George Papadakis (University of Athens); Ekaterini Ioannou (Tilburg University); Yannis Velegrakis (Utrecht University and University of Trento)
Cross-Source ML Model Training
wenbo sun (Technical University of Delft); Rihan Hai (TU Delft)
Why Model-Based Lossy Compression is Great for Wind Turbine Analytics
Søren Kejser Jensen (Aalborg University); Christian Thomsen (Aalborg University); Torben Bach Pedersen (Aalborg University)*; Carlos Enrique Muniz Cuza (Aalborg University); Abduvoris Abduvakhobov (Aalborg University)
Towards Explainability in Retrieval-Augmented LLMs
Joel E Rorseth (University of Waterloo); Parke Godfrey (York University); Lukasz Golab (University of Waterloo); Divesh Srivastava (AT&T Chief Data Office); Jaroslaw Szlichta (York University and IBM CAS)
Benchmarking Data Management Systems for Microservices
Rodrigo Nunes Laigner (University of Copenhagen); Yongluan Zhou (University of Copenhagen)
Exploring the Space of Model Comparisons
Andy Yu (Waterloo University); Parke Godfrey (York University); Lukasz Golab (University of Waterloo); Divesh Srivastava (AT&T Chief Data Office); Jaroslaw Szlichta (York University and IBM CAS)
On Native Location-Optimized Data Systems
Walid G Aref (Purdue)
Observations and Opportunities in Solving Large-Scale Graph Data Processing Challenges at ByteDance by Using Heterogeneous Hardware
cheng chen (bytedance); Shuai Zhang (Bytedance)