A Dual-Perception Graph Neural Network with Multi-hop Graph Generator. - Li Zhou 010; Wenyu Chen 001; Dingyi Zeng; Shaohuan Cheng; Wanlong Liu; Hong Qu (CoRR, 2021)

A Simple Graph Neural Network via Layer Sniffer. - Dingyi Zeng; Li Zhou 010; Wanlong Liu; Hong Qu; Wenyu Chen 001 (ICASSP, 2022)

Document-Level Relation Extraction with Structure Enhanced Transformer Encoder. - Wanlong Liu; Li Zhou 010; Dingyi Zeng; Hong Qu (IJCNN, 2022)

Substructure Aware Graph Neural Networks. - Dingyi Zeng; Wanlong Liu; Wenyu Chen 001; Li Zhou 010; Malu Zhang; Hong Qu (AAAI, 2023)

Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance. - Wanlong Liu; Shaohuan Cheng; Dingyi Zeng; Hong Qu (ACL (Findings), 2023)

Rethinking Random Walk in Graph Representation Learning. - Dingyi Zeng; Wenyu Chen 001; Wanlong Liu; Li Zhou 010; Hong Qu (ICASSP, 2023)

CARLG: Leveraging Contextual Clues and Role Correlations for Improving Document-level Event Argument Extraction. - Wanlong Liu; Wenyu Chen 001; Dingyi Zeng; Li Zhou 010; Hong Qu (CoRR, 2023)

Revisiting Graph Meaning Representations through Decoupling Contextual Representation Learning and Structural Information Propagation. - Li Zhou 010; Wenyu Chen 001; Dingyi Zeng; Hong Qu; Daniel Hershcovich (CoRR, 2023)

DPGNN: Dual-perception graph neural network for representation learning. - Li Zhou 010; Wenyu Chen 001; Dingyi Zeng; Shaohuan Cheng; Wanlong Liu; Malu Zhang; Hong Qu (Knowl. Based Syst., 2023)

Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction. - Wanlong Liu; Li Zhou 010; Dingyi Zeng; Yichen Xiao; Shaohuan Cheng; Chen Zhang; Grandee Lee; Malu Zhang; Wenyu Chen 001 (ACL (Findings), 2024)

MLPs Compass: What is Learned When MLPs are Combined with PLMs? - Li Zhou 010; Wenyu Chen 001; Yong Cao 001; Dingyi Zeng; Wanlong Liu; Hong Qu (ICASSP, 2024)

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 001; Malu Zhang; Guoqing Wang 001; Yang Yang 002 (AAAI, 2025)

A Compressive Memory-based Retrieval Approach for Event Argument Extraction. - Wanlong Liu; Enqi Zhang; Shaohuan Cheng; Dingyi Zeng; Li Zhou 010; Chen Zhang; Malu Zhang; Wenyu Chen 001 (COLING, 2025)

Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models. - Wanlong Liu; Yichen Xiao; Dingyi Zeng; Hongyang Zhao; Wenyu Chen 001; Malu Zhang (ICASSP, 2025)

Enhancing Document-Level Relation Extraction through Entity-Pair-Level Interaction Modeling. - Wanlong Liu; Dingyi Zeng; Li Zhou 010; Yichen Xiao; Malu Zhang; Wenyu Chen 001 (ICASSP, 2025)

Document-level relation extraction with structural encoding and entity-pair-level information interaction. - Wanlong Liu; Yichen Xiao; Shaohuan Cheng; Dingyi Zeng; Li Zhou 010; Weishan Kong; Malu Zhang; Wenyu Chen 001 (Expert Syst. Appl., 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 001 (IEEE Internet Things J., 2025)

ESTSformer: Efficient spatio-temporal spiking transformer. - Chengzhuo Lu; Huilin Du; Wenjie Wei; Qian Sun; Yuchen Wang; Dingyi Zeng; Wenyu Chen 001; Malu Zhang; Yang Yang 002 (Neural Networks, 2025)