Mingyi Jia

According to our database, Mingyi Jia authored at least 8 papers between 2023 and 2025.

Collaborative distances:

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

2025

DDO: Dual-Decision Optimization via Multi-Agent Collaboration for LLM-Based Medical Consultation.

Zhihao Jia, Mingyi Jia, Junwen Duan, Jianxin Wang

CoRR, May, 2025

FIND: Fine-grained Information Density Guided Adaptive Retrieval-Augmented Generation for Disease Diagnosis.

Mingyi Jia, Junwen Duan, Yan Song, Jianxin Wang

CoRR, February, 2025

DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration.

Zhihao Jia, Mingyi Jia, Junwen Duan, Jian-xin Wang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs.

Mingyi Jia, Junwen Duan, Yan Song, Jianxin Wang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

ICA-RAG: Information Completeness Guided Adaptive Retrieval-Augmented Generation for Disease Diagnosis.

Jiawei He, Mingyi Jia, Zhihao Jia, Junwen Duan, Yan Song, Jianxin Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

HyperMatch: long-form text matching via hypergraph convolutional networks.

Junwen Duan, Mingyi Jia, Jianbo Liao, Jian-Xin Wang

Knowl. Inf. Syst., November, 2024

medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs.

Mingyi Jia, Junwen Duan, Yan Song, Jianxin Wang

CoRR, 2024

2023

FBC: Fusing Bi-Encoder and Cross-Encoder for Long-Form Text Matching.

Jianbo Liao, Mingyi Jia, Junwen Duan, Jianxin Wang

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023