Wenyu Chen

Orcid: 0000-0002-9933-8014

Affiliations:
  • University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China


According to our database1, Wenyu Chen authored at least 57 papers between 2010 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions.
CoRR, January, 2025

Document-level relation extraction with structural encoding and entity-pair-level information interaction.
Expert Syst. Appl., 2025

A Compressive Memory-based Retrieval Approach for Event Argument Extraction.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024
Biologically Plausible Sparse Temporal Word Representations.
IEEE Trans. Neural Networks Learn. Syst., November, 2024

Dynamic training for handling textual label noise.
Appl. Intell., November, 2024

Improving Exploration in Actor-Critic With Weakly Pessimistic Value Estimation and Optimistic Policy Optimization.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

State Augmentation via Self-Supervision in Offline Multiagent Reinforcement Learning.
IEEE Trans. Cogn. Dev. Syst., June, 2024

Pre-Trained Transformer-Based Models for Text Classification Using Low-Resourced Ewe Language.
Syst., 2024

QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning.
Knowl. Based Syst., 2024

Class-agnostic counting and localization with feature augmentation and scale-adaptive aggregation.
Knowl. Based Syst., 2024

Enhancing collaboration in multi-agent reinforcement learning with correlated trajectories.
Knowl. Based Syst., 2024

One Node One Model: Featuring the Missing-Half for Graph Clustering.
CoRR, 2024

Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge.
CoRR, 2024

Provable Filter for Real-world Graph Clustering.
CoRR, 2024

Robust Graph Structure Learning under Heterophily.
CoRR, 2024

MLPs Compass: What is Learned When MLPs are Combined with PLMs?
Proceedings of the IEEE International Conference on Acoustics, 2024

Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Contrastive graph clustering with adaptive filter.
Expert Syst. Appl., June, 2023

Neural Reranking-Based Collaborative Filtering by Leveraging Listwise Relative Ranking Information.
IEEE Trans. Syst. Man Cybern. Syst., 2023

DPGNN: Dual-perception graph neural network for representation learning.
Knowl. Based Syst., 2023

Regularization-Adapted Anderson Acceleration for multi-agent reinforcement learning.
Knowl. Based Syst., 2023

Revisiting Graph Meaning Representations through Decoupling Contextual Representation Learning and Structural Information Propagation.
CoRR, 2023

CARLG: Leveraging Contextual Clues and Role Correlations for Improving Document-level Event Argument Extraction.
CoRR, 2023

Efficient Adaptive Convolutional Model Based on Label Embedding for Text Classification Using Low Resource Languages.
Proceedings of the ISMSI 2023: Proceedings of the 7th International Conference on Intelligent Systems, 2023

Attention Based BiGRU-2DCNN with Hunger Game Search Technique for Low-Resource Document-Level Sentiment Classification.
Proceedings of the 5th International Conference on Image Processing and Machine Vision, 2023

An Empirical Perspective on Learning-to-rank.
Proceedings of the 9th International Conference on Computing and Artificial Intelligence, 2023

Rethinking Random Walk in Graph Representation Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Adaptive Textual Label Noise Learning based on Pre-trained Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Substructure Aware Graph Neural Networks.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
An Attention-Based Interactive Learning-to-Rank Model for Document Retrieval.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Summarization With Self-Aware Context Selecting Mechanism.
IEEE Trans. Cybern., 2022

Abbreviated Weighted Graph in Multi-Agent Reinforcement Learning.
Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022

A Simple Graph Neural Network via Layer Sniffer.
Proceedings of the IEEE International Conference on Acoustics, 2022

Eliminating Gradient Conflict in Reference-based Line-Art Colorization.
Proceedings of the Computer Vision - ECCV 2022, 2022

Multi-Topic Categorization in a Low-Resource Ewe Language: A Modern Transformer Approach.
Proceedings of the 7th International Conference on Computer and Communication Systems, 2022

2021
Weakly supervised image classification and pointwise localization with graph convolutional networks.
Pattern Recognit., 2021

Spatial division networks for weakly supervised detection.
Neural Comput. Appl., 2021

Improving neural machine translation using gated state network and focal adaptive attention networtk.
Neural Comput. Appl., 2021

A deep reinforcement learning based long-term recommender system.
Knowl. Based Syst., 2021

A Dual-Perception Graph Neural Network with Multi-hop Graph Generator.
CoRR, 2021

Accelerating Transformer for Neural Machine Translation.
Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

Self-Paced Two-dimensional PCA.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Partition level multiview subspace clustering.
Neural Networks, 2020

Structure learning with similarity preserving.
Neural Networks, 2020

Multi-graph fusion for multi-view spectral clustering.
Knowl. Based Syst., 2020

WALLACE: Weakly Supervised Learning of Deep Convolutional Neural Networks With Multiscale Evidence.
IEEE Access, 2020

Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019
Low-rank kernel learning for graph-based clustering.
Knowl. Based Syst., 2019

An Intelligent Knowledge Extraction Framework for Recognizing Identification Information From Real-World ID Card Images.
IEEE Access, 2019

An Efficient Deep Learning Model to Infer User Demographic Information From Ratings.
IEEE Access, 2019

Mutual Constraint Learning for Weakly Supervised Object Detection.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Multiple Partitions Aligned Clustering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Latent Multi-view Semi-Supervised Classification.
Proceedings of The 11th Asian Conference on Machine Learning, 2019

2013
An Improved Search Algorithm Based on Path Compression for Complex Network.
Proceedings of the IEEE 11th International Conference on Dependable, 2013

2010
Turing Compute Model for Non-negative Binary Numbers.
J. Softw., 2010

Analysis of Valid Closure Property of Formal Language.
J. Comput., 2010


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