Naiqing Guan

According to our database, Naiqing Guan authored at least 8 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DataSculpt: Cost-Efficient Label Function Design via Prompting Large Language Models.

Naiqing Guan, Kaiwen Chen, Nick Koudas

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

2024

WeShap: Weak Supervision Source Evaluation with Shapley Values.

Naiqing Guan, Nick Koudas

CoRR, 2024

ActiveDP: Bridging Active Learning and Data Programming.

Naiqing Guan, Nick Koudas

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

2023

Can Large Language Models Design Accurate Label Functions?

Naiqing Guan, Kaiwen Chen, Nick Koudas

CoRR, 2023

Estimating Regression Predictive Distributions with Sample Networks.

Ali Harakeh, Jordan Sir Kwang Hu, Naiqing Guan, Steven L. Waslander, Liam Paull

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

FILA: Online Auditing of Machine Learning Model Accuracy under Finite Labelling Budget.

Naiqing Guan, Nick Koudas

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

TENET: A Framework for Modeling Tensor Dataflow Based on Relation-centric Notation.

Liqiang Lu, Naiqing Guan, Yuyue Wang, Liancheng Jia, Zizhang Luo, Jieming Yin, Jason Cong, Yun Liang

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

2019

Triangle Counting on GPU Using Fine-Grained Task Distribution.

Lin Hu, Naiqing Guan, Lei Zou

Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019