Wenyu Chen

96 papers A* 9B 1C 2Misc 8Journal 65Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Double distillation network for multi-agent reinforcement learning.
Neurocomputing
Yang Zhou, Siying Wang, Wenyu Chen, Ruoning Zhang, Zhitong Zhao, Zixuan Zhang, Zijun Ma
2026 A* conf
HardF-SNN: Hardware-Friendly Quantization for Spiking Neural Networks with Efficient Integer-Arithmetic-Only Inference.
AAAI
Hanwen Liu, Kexin Shi, Jieyuan Zhang, Yimeng Shan, Jibin Wu, Wenyu Chen, Malu Zhang
2026 J jnl
Inhibiting Error Exacerbation in Offline Reinforcement Learning With Data Sparsity.
IEEE Trans. Neural Networks Learn. Syst.
Fan Zhang, Malu Zhang, Wenyu Chen, Siying Wang, Xin Zhang, Jiayin Li, Yang Yang
2026 J jnl
TFMPHGNN: Two-Fold multi-perspective heterogeneous graph neural network for sentiment analysis.
Neural Networks
Victor Kwaku Agbesi, Wenyu Chen, Chukwuebuka Joseph Ejiyi, Gertrude Selase Gosu, Chiagoziem Chima Ukwuoma, Olusola Bamisile
2025 B conf
A Compressive Memory-based Retrieval Approach for Event Argument Extraction.
COLING
Wanlong Liu, Enqi Zhang, Shaohuan Cheng, DingYi Zeng, Li Zhou, Chen Zhang, Malu Zhang, Wenyu Chen
2025 J jnl
A Neurodynamic-Diversity-Based Spiking Network Model for Text Classification.
IEEE Trans. Cogn. Dev. Syst.
Yuguo Liu, Wenyu Chen, Hanwen Liu, Yun Zhang, Malu Zhang, Hong Qu
2025 J jnl
Aggregation-aware MLP: An Unsupervised Approach for Graph Message-passing.
CoRR
Xuanting Xie, Bingheng Li, Erlin Pan, Zhao Kang, Wenyu Chen
2025 J jnl
Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering.
CoRR
Xuanting Xie, Bingheng Li, Erlin Pan, Rui Hou, Wenyu Chen, Zhao Kang
2025 Misc conf
Decoupled Feature Matching for Few-shot Counting and Localization.
ICASSP
Chao Zhai, Fan Zhang, Wenyu Chen, Malu Zhang, Fan Li, Xuanting Xie
2025 J jnl
Do We Really Need GNNs with Explicit Structural Modeling? MLPs Suffice for Language Model Representations.
CoRR
Li Zhou, Hao Jiang, Junjie Li, Zefeng Zhao, Feng Jiang, Wenyu Chen, Haizhou Li
2025 J jnl
Document-level relation extraction with structural encoding and entity-pair-level information interaction.
Expert Syst. Appl.
Wanlong Liu, Yichen Xiao, Shaohuan Cheng, DingYi Zeng, Li Zhou, Weishan Kong, Malu Zhang, Wenyu Chen
2025 — conf
Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge.
NAACL (Long Papers)
Li Zhou, Taelin Karidi, Wanlong Liu, Nicolas Garneau, Yong Cao, Wenyu Chen, Haizhou Li, Daniel Hershcovich
2025 J jnl
Double Distillation Network for Multi-Agent Reinforcement Learning.
CoRR
Yang Zhou, Siying Wang, Wenyu Chen, Ruoning Zhang, Zhitong Zhao, Zixuan Zhang
2025 J jnl
Dual-head alternating attention-based adaptive convolutional framework for improving low-resource and imbalanced text classification.
Neural Comput. Appl.
Victor Kwaku Agbesi, Wenyu Chen, Md Altab Hossin, Chiagoziem Chima Ukwuoma
2025 J jnl
ESTSformer: Efficient spatio-temporal spiking transformer.
Neural Networks
Chengzhuo Lu, Huilin Du, Wenjie Wei, Qian Sun, Yuchen Wang, DingYi Zeng, Wenyu Chen, Malu Zhang, Yang Yang
2025 J jnl
Efficient Automatic Modulation Classification in Nonterrestrial Networks With SNN-Based Transformer.
IEEE Internet Things J.
DingYi Zeng, Yichen Xiao, Wanlong Liu, Huilin Du, Enqi Zhang, Dehao Zhang, Yuchen Wang, Malu Zhang, Wenyu Chen
2025 Misc conf
Enhancing Document-Level Relation Extraction through Entity-Pair-Level Interaction Modeling.
ICASSP
Wanlong Liu, DingYi Zeng, Li Zhou, Yichen Xiao, Malu Zhang, Wenyu Chen
2025 J jnl
Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation.
CoRR
Siying Wang, Yang Zhou, Zhitong Zhao, Ruoning Zhang, Jinliang Shao, Wenyu Chen, Yuhua Cheng
2025 J jnl
Improving lightweight semi-supervised text classification via teacher intervention.
Appl. Soft Comput.
Shaohuan Cheng, Wenyu Chen, Wanlong Liu, Hong Qu
2025 A* conf
Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing.
AAAI
DingYi Zeng, Yuchen Wang, Honglin Cao, Wanlong Liu, Yichen Xiao, Chengzhuo Lu, Wenyu Chen, Malu Zhang, Guoqing Wang, Yang Yang
2025 Misc conf
Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models.
ICASSP
Wanlong Liu, Yichen Xiao, DingYi Zeng, Hongyang Zhao, Wenyu Chen, Malu Zhang
2025 J jnl
Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models.
CoRR
Wanlong Liu, Yichen Xiao, DingYi Zeng, Hongyang Zhao, Wenyu Chen, Malu Zhang
2025 J jnl
ModFusion: Modality feature representation and hierarchical fusion for esophageal lesions segmentation.
Knowl. Based Syst.
Keyu Chen, Zhiyou Yang, Ma Luo, Wei Liu, Yi Mou, Bing Hu, Xianglei Yuan, Wenyu Chen
2025 A* conf
One Node One Model: Featuring the Missing-Half for Graph Clustering.
AAAI
Xuanting Xie, Bingheng Li, Erlin Pan, Zhaochen Guo, Zhao Kang, Wenyu Chen
2025 J jnl
Optimistic ε-Greedy Exploration for Cooperative Multi-Agent Reinforcement Learning.
CoRR
Ruoning Zhang, Siying Wang, Wenyu Chen, Yang Zhou, Zhitong Zhao, Zixuan Zhang, Ruijie Zhang
2025 J jnl
Q-ADER: An Effective Q-Learning for Recommendation With Diminishing Action Space.
IEEE Trans. Neural Networks Learn. Syst.
Fan Li, Hong Qu, Liyan Zhang, Mingsheng Fu, Wenyu Chen, Zhang Yi
2025 J jnl
QFFT, Question-Free Fine-Tuning for Adaptive Reasoning.
CoRR
Wanlong Liu, Junxiao Xu, Fei Yu, Yukang Lin, Ke Ji, Wenyu Chen, Yan Xu, Yasheng Wang, Lifeng Shang, Benyou Wang
2025 A* conf
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions.
EMNLP
Wanlong Liu, Junying Chen, Ke Ji, Li Zhou, Wenyu Chen, Benyou Wang
2025 J jnl
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions.
CoRR
Wanlong Liu, Junying Chen, Ke Ji, Li Zhou, Wenyu Chen, Benyou Wang
2025 J jnl
Robust graph structure learning under heterophily.
Neural Networks
Xuanting Xie, Wenyu Chen, Zhao Kang
2025 J jnl
Sequence value decomposition transformer for cooperative multi-agent reinforcement learning.
Inf. Sci.
Zhitong Zhao, Ya Zhang, Wenyu Chen, Fan Zhang, Siying Wang, Yang Zhou
2025 A* conf
Temporal-coded Spiking Transformer.
ACM Multimedia
Qian Sun, Chengzhuo Lu, Wenyu Chen, Wenjie Wei, Jingya Wang, Jieyuan Zhang, Xiaoli Liu, Yalan Ye, Yang Yang, Malu Zhang
2024 J jnl
A Compressive Memory-based Retrieval Approach for Event Argument Extraction.
CoRR
Wanlong Liu, Enqi Zhang, Li Zhou, DingYi Zeng, Shaohuan Cheng, Chen Zhang, Malu Zhang, Wenyu Chen
2024 — conf
A Multiscale Resonant Spiking Neural Network for Music Classification.
ICANN (4)
Yuguo Liu, Wenyu Chen, Hanwen Liu, Yun Zhang, Liwei Huang, Hong Qu
2024 — conf
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction.
ACL (Findings)
Wanlong Liu, Li Zhou, DingYi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen
2024 J jnl
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction.
CoRR
Wanlong Liu, Li Zhou, DingYi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen
2024 J jnl
Biologically Plausible Sparse Temporal Word Representations.
IEEE Trans. Neural Networks Learn. Syst.
Yuguo Liu, Wenyu Chen, Hanwen Liu, Yun Zhang, Malu Zhang, Hong Qu
2024 J jnl
Class-agnostic counting and localization with feature augmentation and scale-adaptive aggregation.
Knowl. Based Syst.
Chao Zhai, Yuhui Du, Hong Qu, Tianlei Wang, Fan Zhang, Mingsheng Fu, Wenyu Chen
2024 J jnl
Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge.
CoRR
Li Zhou, Taelin Karidi, Nicolas Garneau, Yong Cao, Wanlong Liu, Wenyu Chen, Daniel Hershcovich
2024 J jnl
Dynamic training for handling textual label noise.
Appl. Intell.
Shaohuan Cheng, Wenyu Chen, Wanlong Liu, Li Zhou, Honglin Zhao, Weishan Kong, Hong Qu, Mingsheng Fu
2024 J jnl
Enhancing collaboration in multi-agent reinforcement learning with correlated trajectories.
Knowl. Based Syst.
Siying Wang, Hongfei Du, Yang Zhou, Zhitong Zhao, Ruoning Zhang, Wenyu Chen
2024 J jnl
Improving Exploration in Actor-Critic With Weakly Pessimistic Value Estimation and Optimistic Policy Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Fan Li, Mingsheng Fu, Wenyu Chen, Fan Zhang, Haixian Zhang, Hong Qu, Zhang Yi
2024 Misc conf
MLPs Compass: What is Learned When MLPs are Combined with PLMs?
ICASSP
Li Zhou, Wenyu Chen, Yong Cao, DingYi Zeng, Wanlong Liu, Hong Qu
2024 J jnl
MLPs Compass: What is learned when MLPs are combined with PLMs?
CoRR
Li Zhou, Wenyu Chen, Yong Cao, DingYi Zeng, Wanlong Liu, Hong Qu
2024 J jnl
One Node One Model: Featuring the Missing-Half for Graph Clustering.
CoRR
Xuanting Xie, Bingheng Li, Erlin Pan, Zhaochen Guo, Zhao Kang, Wenyu Chen
2024 J jnl
Pre-Trained Transformer-Based Models for Text Classification Using Low-Resourced Ewe Language.
Syst.
Victor Kwaku Agbesi, Wenyu Chen, Sophyani Banaamwini Yussif, Md Altab Hossin, Chiagoziem Chima Ukwuoma, Noble Arden Elorm Kuadey, Colin Collinson Agbesi, Nagwan M. Abdel Samee, Mona M. Jamjoom, Mugahed A. Al-antari
2024 J jnl
Provable Filter for Real-world Graph Clustering.
CoRR
Xuanting Xie, Erlin Pan, Zhao Kang, Wenyu Chen, Bingheng Li
2024 J jnl
QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning.
Knowl. Based Syst.
Zhitong Zhao, Ya Zhang, Siying Wang, Fan Zhang, Malu Zhang, Wenyu Chen
2024 J jnl
Robust Graph Structure Learning under Heterophily.
CoRR
Xuanting Xie, Zhao Kang, Wenyu Chen
2024 J jnl
State Augmentation via Self-Supervision in Offline Multiagent Reinforcement Learning.
IEEE Trans. Cogn. Dev. Syst.
Siying Wang, Xiaodie Li, Hong Qu, Wenyu Chen
2023 — conf
Adaptive Textual Label Noise Learning based on Pre-trained Models.
EMNLP (Findings)
Shaohuan Cheng, Wenyu Chen, Mingsheng Fu, Xuanting Xie, Hong Qu
2023 — conf
An Empirical Perspective on Learning-to-rank.
ICCAI
Fan Li, Wenyu Chen, Zhiyou Yang, Mingsheng Fu, Yun Zhang, Hong Qu
2023 — conf
Attention Based BiGRU-2DCNN with Hunger Game Search Technique for Low-Resource Document-Level Sentiment Classification.
IPMV
Victor Kwaku Agbesi, Wenyu Chen, Sintayehu M. Gizaw, Chiagoziem Chima Ukwuoma, Abush S. Ameneshewa, Chukwuebuka Joseph Ejiyi
2023 J jnl
CARLG: Leveraging Contextual Clues and Role Correlations for Improving Document-level Event Argument Extraction.
CoRR
Wanlong Liu, Wenyu Chen, DingYi Zeng, Li Zhou, Hong Qu
2023 J jnl
Contrastive graph clustering with adaptive filter.
Expert Syst. Appl.
Xuanting Xie, Wenyu Chen, Zhao Kang, Chong Peng
2023 — conf
Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features.
EMNLP (Findings)
Li Zhou, Antonia Karamolegkou, Wenyu Chen, Daniel Hershcovich
2023 J jnl
Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features.
CoRR
Li Zhou, Antonia Karamolegkou, Wenyu Chen, Daniel Hershcovich
2023 J jnl
DPGNN: Dual-perception graph neural network for representation learning.
Knowl. Based Syst.
Li Zhou, Wenyu Chen, DingYi Zeng, Shaohuan Cheng, Wanlong Liu, Malu Zhang, Hong Qu
2023 — conf
Efficient Adaptive Convolutional Model Based on Label Embedding for Text Classification Using Low Resource Languages.
ISMSI
Victor Kwaku Agbesi, Wenyu Chen, Abush S. Ameneshewa, Emmanuel Odame, Koffi Dumor, Judith Ayekai Browne
2023 J jnl
Neural Reranking-Based Collaborative Filtering by Leveraging Listwise Relative Ranking Information.
IEEE Trans. Syst. Man Cybern. Syst.
Fan Li, Hong Qu, Mingsheng Fu, Liyan Zhang, Fan Zhang, Wenyu Chen, Ruixuan Sun, Haixian Zhang
2023 J jnl
Regularization-Adapted Anderson Acceleration for multi-agent reinforcement learning.
Knowl. Based Syst.
Siying Wang, Wenyu Chen, Liwei Huang, Fan Zhang, Zhitong Zhao, Hong Qu
2023 Misc conf
Rethinking Random Walk in Graph Representation Learning.
ICASSP
DingYi Zeng, Wenyu Chen, Wanlong Liu, Li Zhou, Hong Qu
2023 J jnl
Revisiting Graph Meaning Representations through Decoupling Contextual Representation Learning and Structural Information Propagation.
CoRR
Li Zhou, Wenyu Chen, DingYi Zeng, Hong Qu, Daniel Hershcovich
2023 A* conf
Substructure Aware Graph Neural Networks.
AAAI
DingYi Zeng, Wanlong Liu, Wenyu Chen, Li Zhou, Malu Zhang, Hong Qu
2022 Misc conf
A Simple Graph Neural Network via Layer Sniffer.
ICASSP
DingYi Zeng, Li Zhou, Wanlong Liu, Hong Qu, Wenyu Chen
2022 — conf
Abbreviated Weighted Graph in Multi-Agent Reinforcement Learning.
PRICAI (1)
Siying Wang, Hongfei Du, Wenyu Chen, Hong Qu
2022 J jnl
An Attention-Based Interactive Learning-to-Rank Model for Document Retrieval.
IEEE Trans. Syst. Man Cybern. Syst.
Fan Zhang, Wenyu Chen, Mingsheng Fu, Fan Li, Hong Qu, Zhang Yi
2022 — conf
Eliminating Gradient Conflict in Reference-based Line-Art Colorization.
ECCV (17)
Zekun Li, Zhengyang Geng, Zhao Kang, Wenyu Chen, Yibo Yang
2022 J jnl
Eliminating Gradient Conflict in Reference-based Line-Art Colorization.
CoRR
Zekun Li, Zhengyang Geng, Zhao Kang, Wenyu Chen, Yibo Yang
2022 — conf
Multi-Topic Categorization in a Low-Resource Ewe Language: A Modern Transformer Approach.
ICCCS
Victor Kwaku Agbesi, Wenyu Chen, Noble Arden Elorm Kuadey, Gerald Tietaa Maale
2022 J jnl
Summarization With Self-Aware Context Selecting Mechanism.
IEEE Trans. Cybern.
Li Huang, Wenyu Chen, Yuguo Liu, Shuai Hou, Hong Qu
2021 J jnl
A Dual-Perception Graph Neural Network with Multi-hop Graph Generator.
CoRR
Li Zhou, Wenyu Chen, DingYi Zeng, Shaohuan Cheng, Wanlong Liu, Hong Qu
2021 J jnl
A deep reinforcement learning based long-term recommender system.
Knowl. Based Syst.
Liwei Huang, Mingsheng Fu, Fan Li, Hong Qu, Yangjun Liu, Wenyu Chen
2021 Misc conf
Accelerating Transformer for Neural Machine Translation.
ICMLC
Li Huang, Wenyu Chen, Hong Qu
2021 J jnl
Improving neural machine translation using gated state network and focal adaptive attention networtk.
Neural Comput. Appl.
Li Huang, Wenyu Chen, Yuguo Liu, He Zhang, Hong Qu
2021 A* conf
Self-Paced Two-dimensional PCA.
AAAI
Jiangxin Li, Zhao Kang, Chong Peng, Wenyu Chen
2021 J jnl
Spatial division networks for weakly supervised detection.
Neural Comput. Appl.
Yongsheng Liu, Wenyu Chen, Hong Qu, S. M. Hasan Mahmud, Kebin Miao
2021 J jnl
Weakly supervised image classification and pointwise localization with graph convolutional networks.
Pattern Recognit.
Yongsheng Liu, Wenyu Chen, Hong Qu, S. M. Hasan Mahmud, Kebin Miao
2020 J jnl
Multi-graph fusion for multi-view spectral clustering.
Knowl. Based Syst.
Zhao Kang, Guoxin Shi, Shudong Huang, Wenyu Chen, Xiaorong Pu, Joey Tianyi Zhou, Zenglin Xu
2020 J jnl
Partition level multiview subspace clustering.
Neural Networks
Zhao Kang, Xinjia Zhao, Chong Peng, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng, Wenyu Chen, Zenglin Xu
2020 J jnl
Structure learning with similarity preserving.
Neural Networks
Zhao Kang, Xiao Lu, Yiwei Lu, Chong Peng, Wenyu Chen, Zenglin Xu
2020 A* conf
Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering.
ACM Multimedia
Zhengrui Ma, Zhao Kang, Guangchun Luo, Ling Tian, Wenyu Chen
2020 J jnl
WALLACE: Weakly Supervised Learning of Deep Convolutional Neural Networks With Multiscale Evidence.
IEEE Access
Yongsheng Liu, Wenyu Chen, Hong Qu, Tianlei Wang, Jiangzhou Ji, Kebin Miao
2019 J jnl
An Efficient Deep Learning Model to Infer User Demographic Information From Ratings.
IEEE Access
Yongsheng Liu, Hong Qu, Wenyu Chen, S. M. Hasan Mahmud
2019 J jnl
An Intelligent Knowledge Extraction Framework for Recognizing Identification Information From Real-World ID Card Images.
IEEE Access
Lin Zuo, Wenyu Chen, Hong Qu, Li Huang, Zheng Wang, Yong Chen
2019 C conf
Latent Multi-view Semi-Supervised Classification.
ACML
Xiaofan Bo, Zhao Kang, Zhitong Zhao, Yuanzhang Su, Wenyu Chen
2019 J jnl
Latent Multi-view Semi-Supervised Classification.
CoRR
Xiaofan Bo, Zhao Kang, Zhitong Zhao, Yuanzhang Su, Wenyu Chen
2019 J jnl
Low-rank Kernel Learning for Graph-based Clustering.
CoRR
Zhao Kang, Liangjian Wen, Wenyu Chen, Zenglin Xu
2019 J jnl
Low-rank kernel learning for graph-based clustering.
Knowl. Based Syst.
Zhao Kang, Liangjian Wen, Wenyu Chen, Zenglin Xu
2019 J jnl
Multi-graph Fusion for Multi-view Spectral Clustering.
CoRR
Zhao Kang, Guoxin Shi, Shudong Huang, Wenyu Chen, Xiaorong Pu, Joey Tianyi Zhou, Zenglin Xu
2019 A* conf
Multiple Partitions Aligned Clustering.
IJCAI
Zhao Kang, Zipeng Guo, Shudong Huang, Siying Wang, Wenyu Chen, Yuanzhang Su, Zenglin Xu
2019 J jnl
Multiple Partitions Aligned Clustering.
CoRR
Zhao Kang, Zipeng Guo, Shudong Huang, Siying Wang, Wenyu Chen, Yuanzhang Su, Zenglin Xu
2019 Misc conf
Mutual Constraint Learning for Weakly Supervised Object Detection.
ISKE
Yongsheng Liu, Wenyu Chen, S. M. Hasan Mahmud, Hong Qu, Kebin Miao, Feng Wei, Ziliang Zhang
2013 C conf
An Improved Search Algorithm Based on Path Compression for Complex Network.
DASC
Ye Yuan, Wenyu Chen, Minyu Feng, Hong Qu
2010 J jnl
Analysis of Valid Closure Property of Formal Language.
J. Comput.
Wenyu Chen, Xiaobin Wang, Xiaoou Cheng, ShiXin Sun
2010 J jnl
Turing Compute Model for Non-negative Binary Numbers.
J. Softw.
Wenyu Chen, Xiaobin Wang, Xiaoou Cheng, ShiXin Sun