Wenyu Chen

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 111

Top Venues

Publications

Fan Li, Mingsheng Fu, Wenyu Chen, Fan Zhang, Haixian Zhang, Hong Qu, Zhang Yi
Improving Exploration in Actor-Critic With Weakly Pessimistic Value Estimation and Optimistic Policy Optimization. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
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
Pre-Trained Transformer-Based Models for Text Classification Using Low-Resourced Ewe Language. Syst. 12 (1) (2024)
Ao Liang, Wenyu Chen, Jian Fang, Huaici Zhao
SGCCNet: Single-Stage 3D Object Detector With Saliency-Guided Data Augmentation and Confidence Correction Mechanism. CoRR (2024)
Siying Wang, Xiaodie Li, Hong Qu, Wenyu Chen
State Augmentation via Self-Supervision in Offline Multiagent Reinforcement Learning. IEEE Trans. Cogn. Dev. Syst. 16 (3) (2024)
Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning. AISTATS (2024)
Wenyu Chen, Rahul Mazumder
Subgradient Regularized Multivariate Convex Regression at Scale. SIAM J. Optim. 34 (3) (2024)
Xuanting Xie, Zhao Kang, Wenyu Chen
Robust Graph Structure Learning under Heterophily. CoRR (2024)
Chao Zhai, Yuhui Du, Hong Qu, Tianlei Wang, Fan Zhang, Mingsheng Fu, Wenyu Chen
Class-agnostic counting and localization with feature augmentation and scale-adaptive aggregation. Knowl. Based Syst. 300 (2024)
Wenyu Chen, Sun Lei
Research on Individualized Design of Youth Clothing Based on QFD Method. HCI (55) (2024)
Wenyu Chen, Rahul Mazumder, Richard J. Samworth
A new computational framework for log-concave density estimation. Math. Program. Comput. 16 (2) (2024)
Wenyu Chen, Weimin Li, Tao Zhang
Complex Network-Based Resilience Capability Assessment for a Combat System of Systems. Syst. 12 (1) (2024)
Yunsong Luo, Wenyu Chen, Ling Zhan, Jiang Qiu, Tao Jia
Multi-feature concatenation and multi-classifier stacking: An interpretable and generalizable machine learning method for MDD discrimination with rsfMRI. NeuroImage 285 (2024)
Bohao Xu, Yanbo Wang, Wenyu Chen, Shimin Shan
AntibodyFlow: Normalizing Flow Model for Designing Antibody Complementarity-Determining Regions. CoRR (2024)
Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction. ACL (Findings) (2024)
Ali Shojaie, Wenyu Chen
Learning Directed Acyclic Graphs from Partial Orderings. CoRR (2024)
Li Zhou, Taelin Karidi, Nicolas Garneau, Yong Cao, Wanlong Liu, Wenyu Chen, Daniel Hershcovich
Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge. CoRR (2024)
Xuanting Xie, Erlin Pan, Zhao Kang, Wenyu Chen, Bingheng Li
Provable Filter for Real-world Graph Clustering. CoRR (2024)
Chuanyu Luo, Nuo Cheng, Ren Zhong, Haipeng Jiang, Wenyu Chen, Aoli Wang, Pu Li
3D Object Visibility Prediction in Autonomous Driving. CoRR (2024)
Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction. CoRR (2024)
Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning. CoRR (2024)
Li Zhou, Wenyu Chen, Yong Cao, Dingyi Zeng, Wanlong Liu, Hong Qu
MLPs Compass: What is learned when MLPs are combined with PLMs? CoRR (2024)
Zhitong Zhao, Ya Zhang, Siying Wang, Fan Zhang, Malu Zhang, Wenyu Chen
QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning. Knowl. Based Syst. 294 (2024)
Victor Kwaku Agbesi, Wenyu Chen, Abush S. Ameneshewa, Emmanuel Odame, Koffi Dumor, Judith Ayekai Browne
Efficient Adaptive Convolutional Model Based on Label Embedding for Text Classification Using Low Resource Languages. ISMSI (2023)
Li Zhou, Antonia Karamolegkou, Wenyu Chen, Daniel Hershcovich
Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features. EMNLP (Findings) (2023)
Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search. KDD (2023)
Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search. CoRR (2023)
Li Zhou, Wenyu Chen, Dingyi Zeng, Shaohuan Cheng, Wanlong Liu, Malu Zhang, Hong Qu
DPGNN: Dual-perception graph neural network for representation learning. Knowl. Based Syst. 268 (2023)
Wanlong Liu, Wenyu Chen, Dingyi Zeng, Li Zhou, Hong Qu
CARLG: Leveraging Contextual Clues and Role Correlations for Improving Document-level Event Argument Extraction. CoRR (2023)
Shaohuan Cheng, Wenyu Chen, Mingsheng Fu, Xuanting Xie, Hong Qu
Adaptive Textual Label Noise Learning based on Pre-trained Models. EMNLP (Findings) (2023)
Siying Wang, Wenyu Chen, Liwei Huang, Fan Zhang, Zhitong Zhao, Hong Qu
Regularization-Adapted Anderson Acceleration for multi-agent reinforcement learning. Knowl. Based Syst. 275 (2023)
Xuanting Xie, Wenyu Chen, Zhao Kang, Chong Peng
Contrastive graph clustering with adaptive filter. Expert Syst. Appl. 219 (2023)
Li Zhou, Wenyu Chen, Dingyi Zeng, Hong Qu, Daniel Hershcovich
Revisiting Graph Meaning Representations through Decoupling Contextual Representation Learning and Structural Information Propagation. CoRR (2023)
Wenyu Chen, Riade Benbaki, Yada Zhu, Rahul Mazumder
Dynamic Covariance Estimation under Structural Assumptions via a Joint Optimization Approach. ICAIF (2023)
Victor Kwaku Agbesi, Wenyu Chen, Sintayehu M. Gizaw, Chiagoziem Chima Ukwuoma, Abush S. Ameneshewa, Chukwuebuka Joseph Ejiyi
Attention Based BiGRU-2DCNN with Hunger Game Search Technique for Low-Resource Document-Level Sentiment Classification. IPMV (2023)
Kayhan Behdin, Wenyu Chen, Rahul Mazumder
Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives. CoRR (2023)
Ao Liang, Hao Zhang, Haiyang Hua, Wenyu Chen
To Drop or to Select: Reduce the Negative Effects of Disturbance Features for Point Cloud Classification From an Interpretable Perspective. IEEE Access 11 (2023)
Fan Li, Hong Qu, Mingsheng Fu, Liyan Zhang, Fan Zhang, Wenyu Chen, Ruixuan Sun, Haixian Zhang
Neural Reranking-Based Collaborative Filtering by Leveraging Listwise Relative Ranking Information. IEEE Trans. Syst. Man Cybern. Syst. 53 (2) (2023)
Yunsong Luo, Wenyu Chen, Ling Zhan, Jiang Qiu, Tao Jia
Multi-feature concatenation and multi-classifier stacking: an interpretable and generalizable machine learning method for MDD discrimination with rsfMRI. CoRR (2023)
Raphael Elimeli Nuhoho, Wenyu Chen, Adu Asare Baffour
Learning robust features for indoor scene recognition. J. Intell. Fuzzy Syst. 44 (3) (2023)
Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization. ICML (2023)
Li Zhou, Antonia Karamolegkou, Wenyu Chen, Daniel Hershcovich
Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features. CoRR (2023)
Dingyi Zeng, Wanlong Liu, Wenyu Chen, Li Zhou, Malu Zhang, Hong Qu
Substructure Aware Graph Neural Networks. AAAI (2023)
Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization. CoRR (2023)
Wenyu Chen, Mathias Drton, Ali Shojaie
Causal Structural Learning via Local Graphs. SIAM J. Math. Data Sci. 5 (2) (2023)
Dingyi Zeng, Wenyu Chen, Wanlong Liu, Li Zhou, Hong Qu
Rethinking Random Walk in Graph Representation Learning. ICASSP (2023)
Fan Li, Wenyu Chen, Zhiyou Yang, Mingsheng Fu, Yun Zhan, Hong Qu
An Empirical Perspective on Learning-to-rank. ICCAI (2023)
Li Huang, Wenyu Chen, Yuguo Liu, Shuai Hou, Hong Qu
Summarization With Self-Aware Context Selecting Mechanism. IEEE Trans. Cybern. 52 (7) (2022)
Fan Zhang, Wenyu Chen, Mingsheng Fu, Fan Li, Hong Qu, Zhang Yi
An Attention-Based Interactive Learning-to-Rank Model for Document Retrieval. IEEE Trans. Syst. Man Cybern. Syst. 52 (9) (2022)
Md. Faruk Hosen, S. M. Hasan Mahmud, Kawsar Ahmed, Wenyu Chen, Mohammad Ali Moni, Hong-Wen Deng, Watshara Shoombuatong, Md. Mehedi Hasan
DeepDNAbP: A deep learning-based hybrid approach to improve the identification of deoxyribonucleic acid-binding proteins. Comput. Biol. Medicine 145 (2022)
Yunsong Luo, Wenyu Chen, Jiang Qiu, Tao Jia
Accelerated functional brain aging in major depressive disorder: evidence from a large scale fMRI analysis of Chinese participants. CoRR (2022)
Dingyi Zeng, Li Zhou, Wanlong Liu, Hong Qu, Wenyu Chen
A Simple Graph Neural Network via Layer Sniffer. ICASSP (2022)
Wenyu Chen, Peixuan Li, Huaici Zhao
MSL3D: 3D object detection from monocular, stereo and point cloud for autonomous driving. Neurocomputing 494 (2022)
Shibal Ibrahim, Wenyu Chen, Yada Zhu, Pin-Yu Chen, Yang Zhang, Rahul Mazumder
Knowledge Graph Guided Simultaneous Forecasting and Network Learning for Multivariate Financial Time Series. ICAIF (2022)
Wenyu Chen, Ming Yao, Zhenyu Zhu, Yanbao Sun, Xiuping Han
The application research of AI image recognition and processing technology in the early diagnosis of the COVID-19. BMC Medical Imaging 22 (1) (2022)
Yingjie Liu, Gongbin Qian, Xingquan Li, Wenyu Chen, Chunlong He
RIS-Aided Multiple-Input Multiple-Output Wireless Communication System Considering Hardware Impairments. PIMRC (2022)
Raphael Elimeli Nuhoho, Wenyu Chen, Adu Asare Baffour
A semi-supervised network based on feature embeddings for image classification. Expert Syst. J. Knowl. Eng. 39 (4) (2022)
Zekun Li, Zhengyang Geng, Zhao Kang, Wenyu Chen, Yibo Yang
Eliminating Gradient Conflict in Reference-based Line-Art Colorization. ECCV (17) (2022)
Zekun Li, Zhengyang Geng, Zhao Kang, Wenyu Chen, Yibo Yang
Eliminating Gradient Conflict in Reference-based Line-Art Colorization. CoRR (2022)
Victor Kwaku Agbesi, Wenyu Chen, Noble Arden Elorm Kuadey, Gerald Tietaa Maale
Multi-Topic Categorization in a Low-Resource Ewe Language: A Modern Transformer Approach. ICCCS (2022)
Siying Wang, Hongfei Du, Wenyu Chen, Hong Qu
Abbreviated Weighted Graph in Multi-Agent Reinforcement Learning. PRICAI (1) (2022)
Wanying Xu, Chenchen Sun, Lei Xu, Wenyu Chen, Zhijiang Hou
Unsupervised Entity Resolution Method Based on Random Forest. WISA (2021)
Tingting Huang, Wenyu Chen, Dongliang Yang, Lin Wang, Weikai Xu
Design and performance analysis of multicarrier M-ary differential chaos shift keying system. ISMICT (2021)
Wenyu Chen, Yan Cheng, Jia Li
A Causal Configuration Analysis of Payment Decision Drivers in Paid Q&A. J. Data Inf. Sci. 6 (2) (2021)
Francisca Adoma Acheampong, Henry Nunoo-Mensah, Wenyu Chen
Transformer models for text-based emotion detection: a review of BERT-based approaches. Artif. Intell. Rev. 54 (8) (2021)
Li Huang, Wenyu Chen, Hong Qu
Accelerating Transformer for Neural Machine Translation. ICMLC (2021)
Wenyu Chen, Qinfeng Xiao, Zhixian Fang, Xiaodong Lv, Ming Yao, Min Deng
Correlation Analysis between the Viral Load and the Progression of COVID-19. Comput. Math. Methods Medicine 2021 (2021)
Wenyu Chen, Mathias Drton, Ali Shojaie
Definite Non-Ancestral Relations and Structure Learning. CoRR (2021)
Yongsheng Liu, Wenyu Chen, Hong Qu, S. M. Hasan Mahmud, Kebin Miao
Weakly supervised image classification and pointwise localization with graph convolutional networks. Pattern Recognit. 109 (2021)
Liwei Huang, Mingsheng Fu, Fan Li, Hong Qu, Yangjun Liu, Wenyu Chen
A deep reinforcement learning based long-term recommender system. Knowl. Based Syst. 213 (2021)
S. M. Hasan Mahmud, Wenyu Chen, Yongsheng Liu, Md. Abdul Awal, Kawsar Ahmed, Md Habibur Rahman, Mohammad Ali Moni
PreDTIs: prediction of drug-target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques. Briefings Bioinform. 22 (5) (2021)
Gongbin Qian, Yuping Zheng, Wenyu Chen, Chunlong He
Secrecy Rate Maximization for Intelligent Reflecting Surface-Assisted Device-to-Device Communications System. VTC Fall (2021)
Li Zhou, Wenyu Chen, Dingyi Zeng, Shaohuan Cheng, Wanlong Liu, Hong Qu
A Dual-Perception Graph Neural Network with Multi-hop Graph Generator. CoRR (2021)
Li Huang, Wenyu Chen, Yuguo Liu, He Zhang, Hong Qu
Improving neural machine translation using gated state network and focal adaptive attention networtk. Neural Comput. Appl. 33 (23) (2021)
Jiangxin Li, Zhao Kang, Chong Peng, Wenyu Chen
Self-Paced Two-dimensional PCA. AAAI (2021)
Chiya Zhang, Wenyu Chen, Qian Chen, Chunlong He
Distributed Intelligent Reflecting Surfaces-Aided Device-to-Device Communications System. J. Commun. Inf. Networks 6 (3) (2021)
Yongsheng Liu, Wenyu Chen, Hong Qu, S. M. Hasan Mahmud, Kebin Miao
Spatial division networks for weakly supervised detection. Neural Comput. Appl. 33 (10) (2021)
Yada Zhu, Wenyu Chen, Yang Zhang, Tian Gao, Jianbo Li
Probabilistic framework for modeling event shocks to financial time series. ICAIF (2021)
Wenyu Chen, Zhangqian Zhu, Tao Jia
The rank boost by inconsistency in university rankings: Evidence from 14 rankings of Chinese universities. Quant. Sci. Stud. 2 (1) (2021)
Nayeem Hasan, Md. Saiful Islam, Wenyu Chen, Muhammad Ashad Kabir, Saad A. Al-Ahmadi
Encryption Based Image Watermarking Algorithm in 2DWT-DCT Domains. Sensors 21 (16) (2021)
Wenyu Chen, Xue Yang, Haikuo Zhang, Yanzhi Xu, Zihan Pang
Big Data Architecture for Scalable and Trustful DNS based on Sharded DAG Blockchain. J. Signal Process. Syst. 93 (7) (2021)
Zhao Kang, Guoxin Shi, Shudong Huang, Wenyu Chen, Xiaorong Pu, Joey Tianyi Zhou, Zenglin Xu
Multi-graph fusion for multi-view spectral clustering. Knowl. Based Syst. 189 (2020)
Zhao Kang, Xinjia Zhao, Chong Peng, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng, Wenyu Chen, Zenglin Xu
Partition level multiview subspace clustering. Neural Networks 122 (2020)
Yongsheng Liu, Wenyu Chen, Hong Qu, Tianlei Wang, Jiangzhou Ji, Kebin Miao
WALLACE: Weakly Supervised Learning of Deep Convolutional Neural Networks With Multiscale Evidence. IEEE Access 8 (2020)
Weifen Lu, Qianli Pan, Yinxin Zhou, Wenyu Chen, Hongyan Zhang, Weibo Qi
Development and Application of One Separation-Free Safety Tube on the Disposable Infusion Needle. Comput. Math. Methods Medicine 2020 (2020)
Zhao Kang, Xiao Lu, Yiwei Lu, Chong Peng, Wenyu Chen, Zenglin Xu
Structure learning with similarity preserving. Neural Networks 129 (2020)
Chiya Zhang, Wenyu Chen, Chunlong He, Xingquan Li
Throughput Maximization for Intelligent Reflecting Surface-Aided Device-to-Device Communications System. J. Commun. Inf. Networks 5 (4) (2020)
Zhengrui Ma, Zhao Kang, Guangchun Luo, Ling Tian, Wenyu Chen
Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering. ACM Multimedia (2020)
Xiaofan Bo, Zhao Kang, Zhitong Zhao, Yuanzhang Su, Wenyu Chen
Latent Multi-view Semi-Supervised Classification. CoRR (2019)
Xiaofan Bo, Zhao Kang, Zhitong Zhao, Yuanzhang Su, Wenyu Chen
Latent Multi-view Semi-Supervised Classification. ACML (2019)
Meng Han, Wenyu Chen, Alemu Dagmawi Moges
Fast image captioning using LSTM. Clust. Comput. 22 (Supplement) (2019)
Zhao Kang, Zipeng Guo, Shudong Huang, Siying Wang, Wenyu Chen, Yuanzhang Su, Zenglin Xu
Multiple Partitions Aligned Clustering. CoRR (2019)
Zhao Kang, Liangjian Wen, Wenyu Chen, Zenglin Xu
Low-rank Kernel Learning for Graph-based Clustering. CoRR (2019)
Zhao Kang, Guoxin Shi, Shudong Huang, Wenyu Chen, Xiaorong Pu, Joey Tianyi Zhou, Zenglin Xu
Multi-graph Fusion for Multi-view Spectral Clustering. CoRR (2019)
Yongsheng Liu, Hong Qu, Wenyu Chen, S. M. Hasan Mahmud
An Efficient Deep Learning Model to Infer User Demographic Information From Ratings. IEEE Access 7 (2019)
Wenyu Chen, Wei Xiong, Jierong Cheng, Yusha Li
Automatic Dimensional Measurement using Datums Generated from Point Clouds. ICRAI (2019)
Zhao Kang, Liangjian Wen, Wenyu Chen, Zenglin Xu
Low-rank kernel learning for graph-based clustering. Knowl. Based Syst. 163 (2019)
S. M. Hasan Mahmud, Wenyu Chen, Hosney Jahan, Yongsheng Liu, Nasir Islam Sujan, Saeed Ahmed
iDTi-CSsmoteB: Identification of Drug-Target Interaction Based on Drug Chemical Structure and Protein Sequence Using XGBoost With Over-Sampling Technique SMOTE. IEEE Access 7 (2019)
Wenyu Chen, Bo Xin, Zhangqing Zhu
Real-time Collision Avoidance for Unmanned Ships under Constraints of Rules. ICNSC (2019)
Krzysztof Choromanski, Mark Rowland, Wenyu Chen, Adrian Weller
Unifying Orthogonal Monte Carlo Methods. ICML (2019)
Yongsheng Liu, Wenyu Chen, S. M. Hasan Mahmud, Hong Qu, Kebin Miao, Feng Wei, Ziliang Zhang
Mutual Constraint Learning for Weakly Supervised Object Detection. ISKE (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wenyu Chen