Dinghao Pan
Computer Science · Purdue University West Lafayette
Publications
20
Citations
155
Est. group size
—
Recurring co-author estimate
Active years
8
Publishing since 2019
This publication record appears to combine work from what may be more than one researcher sharing the same name, spanning biomedical natural language processing and hydraulic/mechanical engineering. The dominant recent thread focuses on using large language models and NLP techniques to extract structured information (such as drug relationships, biomedical relations, and knowledge graph completion) from biomedical text and documents. A separate, earlier line of work concerns fluid mechanics and pump/hydraulic system design, including gear pumps and electro-hydraulic units.
Publication output was minimal or absent in the mid-2010s to early 2020s, then increased noticeably from 2022 onward, with the highest counts occurring in 2024-2026.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Memory-KGC: Memory-augmented structural learning for Knowledge Graph Completion
Information Processing & Management · 2026
- ECU-BRE: NLI-Based Biomedical Relation Extraction with EC Supervision and Uncertainty-Aware Inference
Communications in computer and information science · 2026
- RexDrug: Reliable Multi-Drug Combination Extraction through Reasoning-Enhanced LLMs
Open MIND · 2026
- RexDrug: Reliable Multi-Drug Combination Extraction through Reasoning-Enhanced LLMs
arXiv (Cornell University) · 2026
- BioRENLI: enhancing large language models for biomedical relation extraction through preference-aligned natural language inference
Health Information Science and Systems · 2026
- Optical lateral flow immune assay technology for body fluid sensing
Chinese Chemical Letters · 2025
- Small-molecule fluorescent probe for bioimaging of organ fibrosis: progress, challenges and prospects
Biosensors and Bioelectronics · 2025
- Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language Models
2025
- Taiyi: a bilingual fine-tuned large language model for diverse biomedical tasks
Journal of the American Medical Informatics Association · 2024
- The overview of the BioRED (Biomedical Relation Extraction Dataset) track at BioCreative VIII
Database · 2024
- A novel electro-hydraulic unit design based on a shaftless integration of an internal gear machine and a permanent magnet electric machine
Energy Conversion and Management · 2024
- JTIS: enhancing biomedical document-level relation extraction through joint training with intermediate steps
Database · 2024
- Analysis of the incomplete filling of a positivedisplacement pump due to undissolved gasinvolving experiments and simulations
2024
- Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks
arXiv (Cornell University) · 2023
- Total Efficiency Prediction of Crescent-Type Internal Gear Pump Considering Floating Balancing Components
2023
- Database×2
- arXiv (Cornell University)×2
- Journal of the American Medical Informatics Association×1
- Applied Acoustics×1
- Energy Conversion and Management×1
- Xuan Wang
Computer Science · Indiana University
- Xiao Luo
Computer Science · Indiana University
- Thai-Hoang Pham
Computer Science · The Ohio State University
- Sneha Jha
Computer Science · Purdue University West Lafayette
- Syed-Amad Hussain
Computer Science · The Ohio State University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile