Aimin Yang

Orcid: 0009-0002-1751-4801

Affiliations:
  • Guangdong University of Technology, School of Computers Science and Technology, Guangzhou, China
  • Lingnan Normal University, School of Computer Science and Intelligence Education, Zhanjiang, China


According to our database1, Aimin Yang authored at least 71 papers between 2006 and 2025.

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

Timeline

Legend:

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Bibliography

2025
Ensuring accuracy and fairness: a de-biasing framework for sequential recommendation.
User Model. User Adapt. Interact., June, 2025

A Chinese Spelling Check Method Based on Reverse Contrastive Learning.
J. Comput. Sci. Technol., May, 2025

LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning.
CoRR, April, 2025

A contrastive news recommendation framework based on curriculum learning.
User Model. User Adapt. Interact., March, 2025

Chameleon: On the Scene Diversity and Domain Variety of AI-Generated Videos Detection.
CoRR, March, 2025

GS2F: Multimodal Fake News Detection Utilizing Graph Structure and Guided Semantic Fusion.
ACM Trans. Asian Low Resour. Lang. Inf. Process., February, 2025

CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency.
CoRR, February, 2025

A Simple Yet Effective Corpus Construction Framework for Indonesian Grammatical Error Correction.
ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2025

MODAL-DRN-BL: A Framework for Modal Analysis Based on Dilated Residual Broad Learning Networks.
J. Comput. Inf. Sci. Eng., 2025

Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction.
Comput. Speech Lang., 2025

Filter-enhanced Contrast Variational AutoEncoders for sequential recommendation.
Comput. J., 2025

A joint entity and relation extraction framework for handling negative samples problems in named entity recognition.
Appl. Soft Comput., 2025

Emotional classification in COVID-19: Analyzing Chinese microblogs with domain-adapted contrastive learning.
Appl. Soft Comput., 2025

DomainDiff: Unified Two-Stage Optimization for Text-Video Retrieval.
Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

Enhancing Cross-Lingual Aspect-Based Sentiment Analysis with Code-Mixed In-Context Demonstrations and Language-Specific Tags.
Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

FairTriplet: Balancing Fairness and Accuracy in Contextual Pre-Trained Models Through Prefix Tuning.
Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

WATER: A Two-Stage in-Context Learning Debiasing Framework for Multilingual Text Classification.
Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

Global Graph Attention for Contrastive Sequential Recommendation.
Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

Pseudo-label Data Construction Method and Syntax-enhanced Model for Chinese Semantic Error Recognition.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

Jailbreaking? One Step Is Enough!
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024
Cross-Modal Interaction via Reinforcement Feedback for Audio-Lyrics Retrieval.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Textual emotion classification using MPNet and cascading broad learning.
Neural Networks, 2024

Global information enhancement and subgraph-level weakly contrastive learning for lightweight weakly supervised document-level event extraction.
Expert Syst. Appl., 2024

Addressing class-imbalance challenges in cross-lingual aspect-based sentiment analysis: Dynamic weighted loss and anti-decoupling.
Expert Syst. Appl., 2024

Towards fair decision: A novel representation method for debiasing pre-trained models.
Decis. Support Syst., 2024

HateDebias: On the Diversity and Variability of Hate Speech Debiasing.
CoRR, 2024

ACTOR: Advancing Argument Components Identification Through In-Context Learning and Proximity Information Awareness.
Proceedings of the Natural Language Processing and Chinese Computing, 2024

ADSE: Adversarial Debiasing Framework Based on Sinusoidal Embedding for Sequential Recommendation.
Proceedings of the IEEE International Conference on Web Services, 2024

An Aspect Sentiment Triplet Extraction Method based on Syntax-Guided Muti-Turn Machine Reading Comprehension.
Proceedings of the 2024 16th International Conference on Machine Learning and Computing, 2024

From Bias to Fairness: The Role of Domain-Specific Knowledge and Efficient Fine-Tuning.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Fault Diagnosis of Rotating Equipment Unbalance Problem Based on Denoising Stacked Autoencoders.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

IndoCL: Benchmarking Indonesian Language Development Assessment.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Enhancing Few-Shot Multi-modal Fake News Detection Through Adaptive Fusion.
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

HiRAG: A Historical Information-Driven Retrieval-Augmented Generation Framework for Background Summarization.
Proceedings of the Asian Conference on Machine Learning, 2024

Enhancing Aspect Sentiment Quad Prediction through Dual-Sequence Data Augmentation and Contrastive Learning.
Proceedings of the Asian Conference on Machine Learning, 2024

MLCL: A Framework for Reducing Language Imbalance in Sino-Tibetan Languages through Adapter Structures.
Proceedings of the Asian Conference on Machine Learning, 2024

A Retrieval-Augmented Contrastive Framework for Legal Case Retrieval Based on Event Information.
Proceedings of the Asian Conference on Machine Learning, 2024

2023
CL-XABSA: Contrastive Learning for Cross-Lingual Aspect-Based Sentiment Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

An interpretability framework for Similar case matching.
CoRR, 2023

A BERT-based Unsupervised Grammatical Error Correction Framework.
CoRR, 2023

Model and Evaluation: Towards Fairness in Multilingual Text Classification.
CoRR, 2023

Simplifying Aspect-Sentiment Quadruple Prediction with Cartesian Product Operation.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

Prompt Learning for Low-Resource Multi-Domain Fake News Detection.
Proceedings of the International Conference on Asian Language Processing, 2023

Exploring Bias Evaluation Techniques for Quantifying Large Language Model Biases.
Proceedings of the International Conference on Asian Language Processing, 2023

A Prompt Learning-Based Framework for Similar Case Matching.
Proceedings of the International Conference on Asian Language Processing, 2023

An Effective Deployment of Contrastive Learning in Multi-label Text Classification.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Neural topic-enhanced cross-lingual word embeddings for CLIR.
Inf. Sci., 2022

A survey on deep learning for textual emotion analysis in social networks.
Digit. Commun. Networks, 2022

Research on the application of contrastive learning in multi-label text classification.
CoRR, 2022

A Chinese Spelling Check Framework Based on Reverse Contrastive Learning.
CoRR, 2022

CL-XABSA: Contrastive Learning for Cross-lingual Aspect-based Sentiment Analysis.
CoRR, 2022

Prompt Based Framework for Violent Event Recognition in Spanish.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

A Fine-Grained Social Bias Measurement Framework for Open-Domain Dialogue Systems.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

Distillation Language Adversarial Network for Cross-lingual Sentiment Analysis.
Proceedings of the International Conference on Asian Language Processing, 2022

2021
Deep transfer learning mechanism for fine-grained cross-domain sentiment classification.
Connect. Sci., 2021

Emotion Classification of Text Based on BERT and Broad Learning System.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

2020
A Survey of Emotion Analysis in Text Based on Deep Learning.
Proceedings of the 8th IEEE International Conference on Smart City and Informatization, 2020

2019
Contextualized Word Representations with Effective Attention for Aspect-Based Sentiment Analysis.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

2017
基于语义相似度的情感特征向量提取方法 (Extraction Method of Sentimental Feature Vector Based on Semantic Similarity).
计算机科学, 2017

Social influence modeling using information theory in mobile social networks.
Inf. Sci., 2017

2016
Analysis of Topic Evolution on News Comments Based on Word Vectors.
Proceedings of the Cloud Computing and Security - Second International Conference, 2016

2015
Entropy-Based Social Influence Evaluation in Mobile Social Networks.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014
Smartphone Malware and Its Propagation Modeling: A Survey.
IEEE Commun. Surv. Tutorials, 2014

2008
A Method of Region-based Calculating Image Similarity for RBIR System.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

2007
A Region-Based Image Segmentation Method with Kernel FCM.
Proceedings of the Fuzzy Information and Engineering, 2007

A Region-Based Image Retrieval Method with Fuzzy Feature.
Proceedings of the Fuzzy Information and Engineering, 2007

A Fuzzy Classification Model with SVM.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

A KFCM-Based Fuzzy Classifier.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2006
A FKHP-Based Fuzzy Classification Model.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

A Classifier Ensemble Method for Fuzzy Classifiers.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006


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