Dingyi Zeng

According to our database, Dingyi Zeng authored at least 18 papers between 2021 and 2025.

Collaborative distances:

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

2025

ESTSformer: Efficient spatio-temporal spiking transformer.

Chengzhuo Lu, Huilin Du, Wenjie Wei, Qian Sun, Yuchen Wang, Dingyi Zeng, Wenyu Chen, Malu Zhang, Yang Yang

Neural Networks, 2025

Efficient Automatic Modulation Classification in Nonterrestrial Networks With SNN-Based Transformer.

Dingyi Zeng, Yichen Xiao, Wanlong Liu, Huilin Du, Enqi Zhang, Dehao Zhang, Yuchen Wang, Malu Zhang, Wenyu Chen

IEEE Internet Things J., 2025

Document-level relation extraction with structural encoding and entity-pair-level information interaction.

Wanlong Liu, Yichen Xiao, Shaohuan Cheng, Dingyi Zeng, Li Zhou, Weishan Kong, Malu Zhang, Wenyu Chen

Expert Syst. Appl., 2025

Enhancing Document-Level Relation Extraction through Entity-Pair-Level Interaction Modeling.

Wanlong Liu, Dingyi Zeng, Li Zhou, Yichen Xiao, Malu Zhang, Wenyu Chen

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models.

Wanlong Liu, Yichen Xiao, Dingyi Zeng, Hongyang Zhao, Wenyu Chen, Malu Zhang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

A Compressive Memory-based Retrieval Approach for Event Argument Extraction.

Wanlong Liu, Enqi Zhang, Shaohuan Cheng, Dingyi Zeng, Li Zhou, Chen Zhang, Malu Zhang, Wenyu Chen

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

Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing.

Dingyi Zeng, Yuchen Wang, Honglin Cao, Wanlong Liu, Yichen Xiao, Chengzhuo Lu, Wenyu Chen, Malu Zhang, Guoqing Wang, Yang Yang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

MLPs Compass: What is Learned When MLPs are Combined with PLMs?

Li Zhou, Wenyu Chen, Yong Cao, Dingyi Zeng, Wanlong Liu, Hong Qu

Proceedings of the IEEE International Conference on Acoustics, 2024

Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction.

Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

DPGNN: Dual-perception graph neural network for representation learning.

Li Zhou, Wenyu Chen, Dingyi Zeng, Shaohuan Cheng, Wanlong Liu, Malu Zhang, Hong Qu

Knowl. Based Syst., 2023

Revisiting Graph Meaning Representations through Decoupling Contextual Representation Learning and Structural Information Propagation.

Li Zhou, Wenyu Chen, Dingyi Zeng, Hong Qu, Daniel Hershcovich

CoRR, 2023

CARLG: Leveraging Contextual Clues and Role Correlations for Improving Document-level Event Argument Extraction.

Wanlong Liu, Wenyu Chen, Dingyi Zeng, Li Zhou, Hong Qu

CoRR, 2023

Rethinking Random Walk in Graph Representation Learning.

Dingyi Zeng, Wenyu Chen, Wanlong Liu, Li Zhou, Hong Qu

Proceedings of the IEEE International Conference on Acoustics, 2023

Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance.

Wanlong Liu, Shaohuan Cheng, Dingyi Zeng, Hong Qu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Substructure Aware Graph Neural Networks.

Dingyi Zeng, Wanlong Liu, Wenyu Chen, Li Zhou, Malu Zhang, Hong Qu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Document-Level Relation Extraction with Structure Enhanced Transformer Encoder.

Wanlong Liu, Li Zhou, Dingyi Zeng, Hong Qu

Proceedings of the International Joint Conference on Neural Networks, 2022

A Simple Graph Neural Network via Layer Sniffer.

Dingyi Zeng, Li Zhou, Wanlong Liu, Hong Qu, Wenyu Chen

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

A Dual-Perception Graph Neural Network with Multi-hop Graph Generator.

Li Zhou, Wenyu Chen, Dingyi Zeng, Shaohuan Cheng, Wanlong Liu, Hong Qu

CoRR, 2021