J. Shane Culpepper

University of Queensland — Australia

Computer Science · Physical Sciences

30h-index2.9kcitations156works1.92yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Data Management and Algorithms(56), Information Retrieval and Search Behavior(53), Algorithms and Data Compression(34), Topic Modeling(30), Advanced Image and Video Retrieval Techniques(24)

Publications156 total

IR for AAC Users: A Hyperdimensional Computing (Vector Symbolic Architectures) Approach
2025Open Access
The Effects of Demographic Instructions on LLM Personas
2025Open Access
Dataset Discovery via Line Charts
2025
Let the Augmentation Path Speak
2025Open Access
Distinctiveness Maximization in Datasets Assemblage
2025· 1 citedOpen Access
Examining the Impact of Transcript Variation on Podcast Search and Re-ranking
Lecture notes in computer science·2025
Multimodal Feature Extraction for Assistive Technology: Evaluation and Dataset
Lecture notes in computer science·2025· 1 cited
Table Integration in Data Lakes Unleashed: Pairwise Integrability Judgment, Integrable Set Discovery, and Multi-Tuple Conflict Resolution
arXiv (Cornell University)·2024Open Access
Dataset Discovery via Line Charts
arXiv (Cornell University)·2024Open Access
Navigating Data Repositories: Utilizing Line Charts to Discover Relevant Datasets
Proceedings of the VLDB Endowment·2024· 2 cited
A Fully On-Disk Updatable Learned Index
2024· 3 cited
Enhancing Human Annotation: Leveraging Large Language Models and Efficient Batch Processing
2024· 10 citedOpen Access
Optimizing Data Acquisition to Enhance Machine Learning Performance
Proceedings of the VLDB Endowment·2024· 9 cited
Distinctiveness Maximization in Datasets Assemblage
arXiv (Cornell University)·2024Open Access
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices
Proceedings of the ACM on Management of Data·2023· 17 citedOpen Access
A Simple Yet High-Performing On-disk Learned Index: Can We Have Our Cake and Eat it Too?
arXiv (Cornell University)·2023· 3 citedOpen Access
Facility Relocation Search For Good: When Facility Exposure Meets User Convenience
2023· 1 cited
Representative Routes Discovery from Massive Trajectories
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining·2022· 4 cited
Can Users Predict Relative Query Effectiveness?
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval·2022· 3 cited
sMARE: a new paradigm to evaluate and understand query performance prediction methods
Information Retrieval·2022· 23 citedOpen Access
page 1 of 8Next →

Frequent Co-authors

Alistair Moffat(13), Zhifeng Bao(11), Timos Sellis(7), Matthias Petri(6), Sheng Wang(5), Joel Mackenzie(5), Falk Scholer(4), Charles L. A. Clarke(4), Jamie Callan(4), Gao Cong(3), Andrew Turpin(3), Xiaolin Qin(3), Roi Blanco(3), Jimmy Lin(3), Oren Kurland(3), Farhana Choudhury(3), Oleg Zendel(3), Guglielmo Faggioli(3), Nicola Ferro(3), Yubin Kim(3)