Analysis of Valid Closure Property of Formal Language. - Wenyu Chen 001; Xiaobin Wang; Xiaoou Cheng; Shixin Sun (J. Comput., 2010)

Turing Compute Model for Non-negative Binary Numbers. - Wenyu Chen 001; Xiaobin Wang; Xiaoou Cheng; Shixin Sun (J. Softw., 2010)

An Improved Search Algorithm Based on Path Compression for Complex Network. - Ye Yuan; Wenyu Chen 001; Minyu Feng; Hong Qu (DASC, 2013)

Latent Multi-view Semi-Supervised Classification. - Xiaofan Bo; Zhao Kang 001; Zhitong Zhao; Yuanzhang Su; Wenyu Chen 001 (ACML, 2019)

Multiple Partitions Aligned Clustering. - Zhao Kang 001; Zipeng Guo; Shudong Huang; Siying Wang 002; Wenyu Chen 001; Yuanzhang Su; Zenglin Xu (IJCAI, 2019)

Mutual Constraint Learning for Weakly Supervised Object Detection. - Yongsheng Liu; Wenyu Chen 001; S. M. Hasan Mahmud; Hong Qu; Kebin Miao; Feng Wei; Ziliang Zhang (ISKE, 2019)

An Efficient Deep Learning Model to Infer User Demographic Information From Ratings. - Yongsheng Liu; Hong Qu; Wenyu Chen 001; S. M. Hasan Mahmud (IEEE Access, 2019)

An Intelligent Knowledge Extraction Framework for Recognizing Identification Information From Real-World ID Card Images. - Lin Zuo; Wenyu Chen 001; Hong Qu; Li Huang 002; Zheng Wang 044; Yong Chen (IEEE Access, 2019)

Low-rank kernel learning for graph-based clustering. - Zhao Kang 001; Liangjian Wen; Wenyu Chen 001; Zenglin Xu (Knowl. Based Syst., 2019)

Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering. - Zhengrui Ma; Zhao Kang 001; Guangchun Luo; Ling Tian; Wenyu Chen 001 (ACM Multimedia, 2020)

WALLACE: Weakly Supervised Learning of Deep Convolutional Neural Networks With Multiscale Evidence. - Yongsheng Liu; Wenyu Chen 001; Hong Qu; Tianlei Wang; Jiangzhou Ji; Kebin Miao (IEEE Access, 2020)

Multi-graph fusion for multi-view spectral clustering. - Zhao Kang 001; Guoxin Shi; Shudong Huang; Wenyu Chen 001; Xiaorong Pu; Joey Tianyi Zhou; Zenglin Xu (Knowl. Based Syst., 2020)

Structure learning with similarity preserving. - Zhao Kang 001; Xiao Lu 004; Yiwei Lu; Chong Peng 001; Wenyu Chen 001; Zenglin Xu (Neural Networks, 2020)

Partition level multiview subspace clustering. - Zhao Kang 001; Xinjia Zhao; Chong Peng 001; Hongyuan Zhu; Joey Tianyi Zhou; Xi Peng 001; Wenyu Chen 001; Zenglin Xu (Neural Networks, 2020)

Self-Paced Two-dimensional PCA. - Jiangxin Li; Zhao Kang 001; Chong Peng 001; Wenyu Chen 001 (AAAI, 2021)

Accelerating Transformer for Neural Machine Translation. - Li Huang 002; Wenyu Chen 001; Hong Qu (ICMLC, 2021)

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 deep reinforcement learning based long-term recommender system. - Liwei Huang; Mingsheng Fu; Fan Li; Hong Qu; Yangjun Liu; Wenyu Chen 001 (Knowl. Based Syst., 2021)

Improving neural machine translation using gated state network and focal adaptive attention networtk. - Li Huang 002; Wenyu Chen 001; Yuguo Liu; He Zhang; Hong Qu (Neural Comput. Appl., 2021)

Spatial division networks for weakly supervised detection. - Yongsheng Liu; Wenyu Chen 001; Hong Qu; S. M. Hasan Mahmud; Kebin Miao (Neural Comput. Appl., 2021)

Weakly supervised image classification and pointwise localization with graph convolutional networks. - Yongsheng Liu; Wenyu Chen 001; Hong Qu; S. M. Hasan Mahmud; Kebin Miao (Pattern Recognit., 2021)

Multi-Topic Categorization in a Low-Resource Ewe Language: A Modern Transformer Approach. - Victor Kwaku Agbesi; Wenyu Chen 001; Noble Arden Elorm Kuadey; Gerald Tietaa Maale (ICCCS, 2022)

Eliminating Gradient Conflict in Reference-based Line-Art Colorization. - Zekun Li 002; Zhengyang Geng; Zhao Kang 001; Wenyu Chen 001; Yibo Yang (ECCV (17), 2022)

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

Abbreviated Weighted Graph in Multi-Agent Reinforcement Learning. - Siying Wang 002; Hongfei Du; Wenyu Chen 001; Hong Qu (PRICAI (1), 2022)

Summarization With Self-Aware Context Selecting Mechanism. - Li Huang 002; Wenyu Chen 001; Yuguo Liu; Shuai Hou; Hong Qu (IEEE Trans. Cybern., 2022)

An Attention-Based Interactive Learning-to-Rank Model for Document Retrieval. - Fan Zhang 068; Wenyu Chen 001; Mingsheng Fu; Fan Li; Hong Qu; Zhang Yi 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

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

Adaptive Textual Label Noise Learning based on Pre-trained Models. - Shaohuan Cheng; Wenyu Chen 001; Mingsheng Fu; Xuanting Xie; Hong Qu (EMNLP (Findings), 2023)

Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features. - Li Zhou 010; Antonia Karamolegkou; Wenyu Chen 001; Daniel Hershcovich (EMNLP (Findings), 2023)

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

An Empirical Perspective on Learning-to-rank. - Fan Li; Wenyu Chen 001; Zhiyou Yang; Mingsheng Fu; Yun Zhang; Hong Qu (ICCAI, 2023)

Attention Based BiGRU-2DCNN with Hunger Game Search Technique for Low-Resource Document-Level Sentiment Classification. - Victor Kwaku Agbesi; Wenyu Chen 001; Sintayehu M. Gizaw; Chiagoziem Chima Ukwuoma; Abush S. Ameneshewa; Chukwuebuka Joseph Ejiyi (IPMV, 2023)

Efficient Adaptive Convolutional Model Based on Label Embedding for Text Classification Using Low Resource Languages. - Victor Kwaku Agbesi; Wenyu Chen 001; Abush S. Ameneshewa; Emmanuel Odame; Koffi Dumor; Judith Ayekai Browne (ISMSI, 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)

Regularization-Adapted Anderson Acceleration for multi-agent reinforcement learning. - Siying Wang 002; Wenyu Chen 001; Liwei Huang; Fan Zhang 068; Zhitong Zhao; Hong Qu (Knowl. Based Syst., 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)

Neural Reranking-Based Collaborative Filtering by Leveraging Listwise Relative Ranking Information. - Fan Li; Hong Qu; Mingsheng Fu; Liyan Zhang; Fan Zhang 068; Wenyu Chen 001; Ruixuan Sun; Haixian Zhang (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Contrastive graph clustering with adaptive filter. - Xuanting Xie; Wenyu Chen 001; Zhao Kang 001; Chong Peng 001 (Expert Syst. Appl., 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)

A Multiscale Resonant Spiking Neural Network for Music Classification. - Yuguo Liu; Wenyu Chen 001; Hanwen Liu; Yun Zhang; Liwei Huang; Hong Qu (ICANN (4), 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)

Provable Filter for Real-world Graph Clustering. - Xuanting Xie; Erlin Pan; Zhao Kang 001; Wenyu Chen 001; Bingheng Li (CoRR, 2024)

Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge. - Li Zhou 010; Taelin Karidi; Nicolas Garneau; Yong Cao 001; Wanlong Liu; Wenyu Chen 001; Daniel Hershcovich (CoRR, 2024)

Enhancing collaboration in multi-agent reinforcement learning with correlated trajectories. - Siying Wang 002; Hongfei Du; Yang Zhou; Zhitong Zhao; Ruoning Zhang; Wenyu Chen 001 (Knowl. Based Syst., 2024)

Class-agnostic counting and localization with feature augmentation and scale-adaptive aggregation. - Chao Zhai; Yuhui Du; Hong Qu; Tianlei Wang; Fan Zhang 068; Mingsheng Fu; Wenyu Chen 001 (Knowl. Based Syst., 2024)

QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning. - Zhitong Zhao; Ya Zhang; Siying Wang 002; Fan Zhang 068; Malu Zhang; Wenyu Chen 001 (Knowl. Based Syst., 2024)

Pre-Trained Transformer-Based Models for Text Classification Using Low-Resourced Ewe Language. - Victor Kwaku Agbesi; Wenyu Chen 001; 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 (Syst., 2024)

State Augmentation via Self-Supervision in Offline Multiagent Reinforcement Learning. - Siying Wang 002; Xiaodie Li; Hong Qu; Wenyu Chen 001 (IEEE Trans. Cogn. Dev. Syst., 2024)

Improving Exploration in Actor-Critic With Weakly Pessimistic Value Estimation and Optimistic Policy Optimization. - Fan Li; Mingsheng Fu; Wenyu Chen 001; Fan Zhang 068; Haixian Zhang; Hong Qu; Zhang Yi 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Dynamic training for handling textual label noise. - Shaohuan Cheng; Wenyu Chen 001; Wanlong Liu; Li Zhou 010; Honglin Zhao; Weishan Kong; Hong Qu; Mingsheng Fu (Appl. Intell., 2024)

Biologically Plausible Sparse Temporal Word Representations. - Yuguo Liu; Wenyu Chen 001; Hanwen Liu; Yun Zhang; Malu Zhang; Hong Qu (IEEE Trans. Neural Networks Learn. Syst., 2024)

One Node One Model: Featuring the Missing-Half for Graph Clustering. - Xuanting Xie; Bingheng Li; Erlin Pan; Zhaochen Guo; Zhao Kang 001; Wenyu Chen 001 (AAAI, 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 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)

Decoupled Feature Matching for Few-shot Counting and Localization. - Chao Zhai; Fan Zhang 068; Wenyu Chen 001; Malu Zhang; Fan Li; Xuanting Xie (ICASSP, 2025)

Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge. - Li Zhou 010; Taelin Karidi; Wanlong Liu; Nicolas Garneau; Yong Cao 001; Wenyu Chen 001; Haizhou Li 001; Daniel Hershcovich (NAACL (Long Papers), 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)

Sequence value decomposition transformer for cooperative multi-agent reinforcement learning. - Zhitong Zhao; Ya Zhang; Wenyu Chen 001; Fan Zhang 068; Siying Wang 002; Yang Zhou (Inf. Sci., 2025)

ModFusion: Modality feature representation and hierarchical fusion for esophageal lesions segmentation. - Keyu Chen; Zhiyou Yang; Ma Luo; Wei Liu; Yi Mou; Bing Hu; Xianglei Yuan; Wenyu Chen 001 (Knowl. Based Syst., 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)

Robust graph structure learning under heterophily. - Xuanting Xie; Wenyu Chen 001; Zhao Kang 001 (Neural Networks, 2025)

RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions. - Wanlong Liu; Junying Chen; Ke Ji; Li Zhou 010; Wenyu Chen 001; Benyou Wang (CoRR, 2025)

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation. - Siying Wang 002; Yang Zhou; Zhitong Zhao; Ruoning Zhang; Jinliang Shao; Wenyu Chen 001; Yuhua Cheng 001 (CoRR, 2025)

Double Distillation Network for Multi-Agent Reinforcement Learning. - Yang Zhou; Siying Wang 002; Wenyu Chen 001; Ruoning Zhang; Zhitong Zhao; Zixuan Zhang (CoRR, 2025)

Optimistic ε-Greedy Exploration for Cooperative Multi-Agent Reinforcement Learning. - Ruoning Zhang; Siying Wang 002; Wenyu Chen 001; Yang Zhou; Zhitong Zhao; Zixuan Zhang; Ruijie Zhang (CoRR, 2025)

Q-ADER: An Effective Q-Learning for Recommendation With Diminishing Action Space. - Fan Li; Hong Qu; Liyan Zhang; Mingsheng Fu; Wenyu Chen 001; Zhang Yi 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

QFFT, Question-Free Fine-Tuning for Adaptive Reasoning. - Wanlong Liu; Junxiao Xu; Fei Yu; Yukang Lin; Ke Ji; Wenyu Chen 001; Yan Xu; Yasheng Wang; Lifeng Shang; Benyou Wang (CoRR, 2025)

Do We Really Need GNNs with Explicit Structural Modeling? MLPs Suffice for Language Model Representations. - Li Zhou 010; Hao Jiang 007; Junjie Li; Zefeng Zhao; Feng Jiang 007; Wenyu Chen 001; Haizhou Li 001 (CoRR, 2025)

Aggregation-aware MLP: An Unsupervised Approach for Graph Message-passing. - Xuanting Xie; Bingheng Li; Erlin Pan; Zhao Kang 001; Wenyu Chen 001 (CoRR, 2025)

A Neurodynamic-Diversity-Based Spiking Network Model for Text Classification. - Yuguo Liu; Wenyu Chen 001; Hanwen Liu; Yun Zhang; Malu Zhang; Hong Qu (IEEE Trans. Cogn. Dev. Syst., 2025)