EVA-MARL: Evolutionary Variational Autoencoder-enhanced Metaformer Actor With Dual-Expert Policy Coordination for Efficient Offline-to-Online MARL

Weiqiang Jin, Guizhong Liu, Hongyang Du

TBD | Published: 2025 CAS(3y): N/A

Curriculum Learning with Counterfactual Group Relative Policy Advantage For Multi-Agent Reinforcement Learning

Weiqiang Jin, Student Member, IEEE, Hongyang Du, Member, IEEE, Guizhong Liu, Member, IEEE, and Dong In Kim, Life Fellow, IEEE

TBD | Published: 2025 CAS(3y): N/A

A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives

Weiqiang Jin

arXiv (Preprint Stage) | Published: 2025 CAS(3y): N/A

[arXiv]

Complex-Valued Source-Free Domain Adaptation for PolSAR Image Classification

Ningwei Wang, Weiqiang Jin, Haixia Bi, Chen Xu, Fan Li

IEEE Transactions on Geoscience and Remote Sensing | Published: 2026 CAS(3y): Q1

[Paper]

Self-adaptive LLM Instructions Optimization for Aspect-based Sentiment Analysis by Incorporating Emotion-oriented In-contexts

Weiqiang Jin, Junli Wang, Yang Gao, Bohang Shi, Ningwei Wang, Biao Zhao, Guang Yang

Computational Intelligence | Published: 2025-10 CAS(3y): Q2

[Paper]

RectMamba: Mamba with Entropy-Divergence Framework for Noisy Label Rectification

Ningwei Wang, Weiqiang Jin, Haixia Bi, Guang Yang

Neurocomputing | Published: 2026-01 CAS(3y): Q2

[Paper]

A Review of AI-Driven Automation Technologies: Latest Taxonomies, Existing Challenges, and Future Prospects

Weiqiang Jin, Ningwei Wang, Lei Zhang, Xingwu Tian, Bohang Shi, Biao Zhao

CMC: Computers, Materials and Continua | Published: 2025 CAS(3y): Q3

[Paper]

Representation-driven Sampling and Adaptive Policy Resetting for Improving Multi-Agent Reinforcement Learning

Weiqiang Jin, Xingwu Tian, Ningwei Wang, Baohai Wu, Bohang Shi, Biao Zhao, Guang Yang

Neural Networks | Published: 2025-12 CAS(3y): Q1

[Paper]

Veracity-Oriented Context-Aware Large Language Models-based Prompting Optimization for Fake News Detection

Weiqiang Jin, Yang Gao, Tao Tao, Xiujun Wang, Ningwei Wang, Baohai Wu, Biao Zhao

International Journal of Intelligent Systems | Published: 2025-01 CAS(3y): Q2

[Paper]

Courtroom-FND: A Multi-Role Fake News Detection Method Based on Argument Switching-based Courtroom Debate

Weiqiang Jin, Dafu Su, Tao Tao, Xiujun Wang, Ningwei Wang, Biao Zhao

Journal of King Saud University Computer and Information Sciences | Published: 2025-05 CAS(3y): Q2

[Paper]

A Prompting MulTi-task Learning-based Veracity Dissemination Consistency Reasoning Augmentation for Few-Shot Fake News Detection

Weiqiang Jin, Ningwei Wang, Tao Tao, Mengying Jiang, Yebei Xing, Biao Zhao, Hao Wu, Haibin Duan, Guang Yang

Engineering Applications of Artificial Intelligence | Published: 2025-03 CAS(3y): Q2

[Paper]

Hyperspectral Reconstruction Method Based on Global Gradient Information and Local Low-Rank Priors

Chipeng Cao, Jie Li, Pan Wang, Weiqiang Jin, Runrun Zou, Chun Qi

Remote Sensing | Published: 2024-12-20 CAS(3y): Q2

[Paper]

A Survey on Deep Learning for Few-Shot PolSAR Image Classification

Ningwei Wang, Weiqiang Jin, Haixia Bi, Chen Xu, Jinghuai Gao

Remote Sensing | Published: 2024-12-11 CAS(3y): Q2

[Paper]

RelabelMamba: Exploring State Space Model for Learning with Noisy Labels

Ningwei Wang, Weiqiang Jin, Shirou Jing, Haixia Bi, Guang Yang

Applied Soft Computing | Published: 2025-01 CAS(3y): Q1

[Paper]

DisCo-FEND: Social Context Veracity Dissemination Consistency-Guided Case Reasoning for Few-Shot Fake News Detection

Weiqiang Jin, Ningwei Wang, Tao Tao, Mengying Jiang, Xiaotian Wang, Biao Zhao, Hao Wu, Haibin Duan, Guang Yang

WISE 2024 | Published: 2025 CAS(3y): N/A CCF: C

[Paper]

EECSA: Enhancing Textual Sentiment Analysis through Emotion-Enriched Contextual Integration and Self-Adaptive Prompting Optimization

Biao Zhao, Weiqiang Jin

ACAIT 2024 | Published: 2024 CAS(3y): N/A

[Event]

Enhanced UAV Pursuit-Evasion Using Boids Modelling: A Synergistic Integration of Bird Swarm Intelligence and DRL

Weiqiang Jin, Xingwu Tian, Bohang Shi, Biao Zhao, Haibin Duan, Hao Wu

CMC: Computers, Materials and Continua | Published: 2024 CAS(3y): Q3

[Paper] [DOI]

A Veracity Dissemination Consistency-based Few-shot Fake News Detection Framework by Synergizing Adversarial and Contrastive Self-supervised Learning

Weiqiang Jin, Ningwei Wang, Tao Tao, Bohang Shi, Haixia Bi, Biao Zhao, Hao Wu, Haibin Duan, Guang Yang

Scientific Reports | Published: 2024-08-22 CAS(3y): Q2

[Paper]

Can Rumor Detection Enhance Fact Verification? Unraveling Cross-Task Synergies Between Rumor Detection and Fact Verification

Weiqiang Jin, Mengying Jiang, Tao Tao, Hao Zhou, Xiaotian Wang, Biao Zhao, Guang Yang

IEEE Transactions on Big Data | Published: 2025-06 CAS(3y): Q2 CCF: C

[Paper]

Hierarchical Multi-Relational Graph Representation Learning for Large-Scale Prediction of Drug-Drug Interactions

Mengying Jiang, Guizhong Liu, Yuanchao Su, Weiqiang Jin, Biao Zhao

IEEE Transactions on Big Data (Early/Preprint Version) | Published: 2024-03 CAS(3y): Q2 CCF: C

[Preprint]

Fintech Key-Phrase: A New Chinese Financial High-Tech Dataset Accelerating Expression-Level Information Retrieval

Weiqiang Jin, Biao Zhao, Yu Zhang, Gege Sun, Hang Yu

ACM TALLIP | Published: 2023-11-30 CAS(3y): N/A

[Paper]

Exploring the Capability of ChatGPT for Cross-Linguistic Agricultural Document Classification: Investigation and Evaluation

Weiqiang Jin, Biao Zhao, Guizhong Liu

ICONIP 2023 | Published: 2024 CAS(3y): N/A CCF: C

[Paper]

WordTransABSA: A BERT-based Aspect-based Sentiment Analysis Approach by Utilizing Masked Language Model to Predict Affective Tokens

Weiqiang Jin, Biao Zhao, Yu Zhang, Jia Huang, Hang Yu

Expert Systems with Applications | Published: 2024-03 CAS(3y): Q1

[Paper]

Using Masked Language Modeling to Enhance BERT-Based Aspect-Based Sentiment Analysis for Affective Token Prediction

Weiqiang Jin, Biao Zhao, Chenxing Liu, Heng Zhang, Mengying Jiang

ICANN 2023 | Published: 2023 CAS(3y): N/A CCF: C

[Paper]

Prompt Learning for Metonymy Resolution: Enhancing Performance with Internal Prior Knowledge of Pre-trained Language Models

Biao Zhao, Weiqiang Jin, Yu Zhang, Subin Huang, Guang Yang

Knowledge-Based Systems | Published: 2023-11 CAS(3y): Q1

[Paper]

ChatAgri: Exploring Potentials of ChatGPT on Cross-Linguistic Agricultural Text Classification

Biao Zhao, Weiqiang Jin, Javier Del Ser, Guang Yang

Neurocomputing | Published: 2023-11 CAS(3y): Q2

[Paper] [Semantic Scholar]

A Semi-Independent Policies Training Method with Shared Representation for Heterogeneous Multi-Agents Reinforcement Learning

Biao Zhao, Weiqiang Jin, Zhang Chen, Yucheng Guo

Frontiers in Neuroscience | Published: 2023-06-19 CAS(3y): Q2

[Paper]

Fintech Key-Phrase: A New Chinese Financial High-Tech Dataset Accelerating Expression-Level Information Retrieval

Weiqiang Jin, Biao Zhao, Chenxing Liu

DASFAA 2023 | Published: 2023 CAS(3y): N/A CCF: B

[Paper]

Improving Embedded Knowledge Graph Multi-Hop Question Answering by Introducing Relational Chain Reasoning

Weiqiang Jin, Biao Zhao, Hang Yu, Xi Tao, Ruiping Yin, Guizhong Liu

Data Mining and Knowledge Discovery | Published: 2023-01 CAS(3y): N/A CCF: B

[Paper]