John D. Kelleher
Scholar

John D. Kelleher

Google Scholar ID: 4FUPHHYAAAAJ
Professor of Computer Science, Trinity College Dublin, Ireland
Machine LearningNatural Language ProcessingPrecision MedicineArtificial IntelligenceData
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
7,275
 
H-index
33
 
i10-index
100
 
Publications
20
 
Co-authors
134
list available
Contact
No contact links provided.
Publications
11 items
From Continuous Predictors to Clinical Thresholds: Early Evidence on Performance Trade-offs of Guideline-Based Categorisation for Ischaemic Stroke Outcome Prediction
2026
Cited
0
The Nuts and Bolts of Natural Language to SQL Translation: A Systematic Analysis of Model Pipeline Optimisation Approaches and their Interactions
2026
Cited
0
Cluster, Route, Escalate: Cascaded Framework for Cost-Aware LLM Serving
2026
Cited
0
TRACES: Tagging Reasoning Steps for Adaptive Cost-Efficient Early-Stopping
2026
Cited
0
Breaking MCP with Function Hijacking Attacks: Novel Threats for Function Calling and Agentic Models
2026
Cited
0
Dynamic Model Routing and Cascading for Efficient LLM Inference: A Survey
2026
Cited
2
Step-Tagging: Toward controlling the generation of Language Reasoning Models through step monitoring
2025
Cited
0
Iterative Layer Pruning for Efficient Translation Inference
2025
Cited
0
Resume (English only)
Co-authors
134 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Vince Istvan Madai
Vince Istvan Madai
M.D., Ph.D., M.A., @QUEST, Charité Berlin
Dietmar Frey
Dietmar Frey
Director Charité Lab for AI in Medicine
Fintan Costello
Fintan Costello
Lecturer in Computer Science, University College Dublin