2025
META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024
Adversarial Multi-Teacher Distillation for Semi-Supervised Relation Extraction.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Interactive Lexical and Semantic Graphs for Semisupervised Relation Extraction.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

Generative Meta-Learning for Zero-Shot Relation Triplet Extraction.
CoRR, 2023

2022
Graph-based Model Generation for Few-Shot Relation Extraction.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
From Consensus to Disagreement: Multi-Teacher Distillation for Semi-Supervised Relation Extraction.
CoRR, 2021

Exploit a Multi-head Reference Graph for Semi-supervised Relation Extraction.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Exploit Multiple Reference Graphs for Semi-supervised Relation Extraction.
CoRR, 2020