Scholar
Dujian Ding
Google Scholar ID: 1-FsZPQAAAAJ
Research Scientist @ Meta; PhD @ UBC
Citations & Impact
Citations
279
H-index
7
i10-index
5
Publications
15
Co-authors
8
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple papers in top-tier conferences and journals including VLDB, ICML, ICLR, ACL, TMLR, PLOS Computational Biology, and Bioinformatics
- Notable works include: 'Towards Data and Model Management: From DBMS to DMMS' (submitted to VLDB 2026)
- 'ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries' (VLDB 2025)
- 'BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute' (ICML 2025)
- 'OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference' (ICLR 2025)
- 'Pruning Attention Heads with Almost-sure Sparsity Targets' (TMLR 2024)
- 'Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing' (ICLR 2024)
- 'On Efficient Approximate Queries over Machine Learning Models' (VLDB 2023)
- Earlier publications in bioinformatics, such as 'Uncovering the subtype-specific temporal order of cancer pathway dysregulation' (PLOS Computational Biology 2019) and 'Collaborative Intra-tumor Heterogeneity Detection' (Bioinformatics 2019)
