2025
STTS-EAD: Improving Spatio-Temporal Learning Based Time Series Prediction via.
CoRR, January, 2025

Enhancing named entity recognition with external knowledge from large language model.
Knowl. Based Syst., 2025

BrainChat: Interactive Semantic Information Decoding from fMRI Using Large-Scale Vision-Language Pretrained Models.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Retrieval Augmented Instruction Tuning for Open NER with Large Language Models.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024
NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language.
CoRR, 2024

Aligning Large Language Models to a Domain-specific Graph Database.
CoRR, 2024

Aquatic plants detection in crab ponds using UAV hyperspectral imagery combined with transformer-based semantic segmentation model.
Comput. Electron. Agric., 2024

Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
Open-Set Fault Diagnosis via Supervised Contrastive Learning With Negative Out-of-Distribution Data Augmentation.
IEEE Trans. Ind. Informatics, March, 2023

Empirical Study of Zero-Shot NER with ChatGPT.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
A lattice LSTM-based framework for knowledge graph construction from power plants maintenance reports.
Serv. Oriented Comput. Appl., 2022

Open Knowledge Graph Link Prediction with Segmented Embedding.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
EcoHIV/NDK-NanoLuc, A Fluorescein-Labeled Virus Permits to Investigate HIV-1 Infection in Mice.
Proceedings of the ICBET 2021: 11th International Conference on Biomedical Engineering and Technology, Tokyo, Japan, March 17, 2021

Research on the Focus Expression Law of the Character "De" and Sentences Containing "De".
Proceedings of the CIPAE 2021: 2nd International Conference on Computers, 2021

2019
Interval Construction and Optimization for Mechanical Property Forecasting with Improved Neural Networks.
Proceedings of the Advances in Computational Intelligence Systems, 2019

Knowledge Graph Construction for Intelligent Analysis of Social Networking User Opinion.
Proceedings of the Advances in E-Business Engineering for Ubiquitous Computing, 2019