Wen-dong jiang

Employment

• Tamkang University Phd Student
  2023 - 2026

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (18)

• Parallel Explainable Internet of Medical Things Framework With a Structured Multiagent Patient-State Representation for Hepatocellular Carcinoma Survival Prediction
  IEEE Internet of Things Journal 2026 DOI: 10.1109/JIOT.2026.3730481
  +Save
• An Explainable KAN--Shapley Framework for Many-to-Many Electric Vehicle Charging Dispatch in Intelligent Transportation Systems
  Wendong Jiang, Chih‐Yung Chang, Tzu-Chia Huang +2 more
  IEEE Transactions on Intelligent Transportation Systems 2026 DOI: 10.1109/TITS.2026.3688187
  +Save
• Interpretable Federated Learning for Unsupervised Video Anomaly Detection in Smart City
  IEEE Transactions on Emerging Topics in Computing 2026 DOI: 10.1109/TETC.2026.3716873
  +Save
• Data-Driven Homotopic Reinforcement Learning for Time Series Anomaly Detection in Consumer Electronics
  IEEE Transactions on Consumer Electronics 2026 DOI: 10.1109/TCE.2026.3737412
  +Save
• DecoVAD: Divide-and-Conquer Multimodal Learning for Video Anomaly Detection
  Wendong Jiang, Chih‐Yung Chang, Ssu-Chi Kuai +1 more
  IEEE Transactions on Systems, Man, and Cybernetics: Systems 2026 DOI: 10.1109/TSMC.2026.3706520
  +Save
• Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT
  Wendong Jiang, Yu-Ting Chin, Yu-Ting Yang +2 more
  IEEE Transactions on Systems, Man, and Cybernetics: Systems 2026 DOI: 10.1109/TSMC.2026.3653874
  +Save
• Not Only Detection But Also Explain: An Interpretable Multimodal System for Anomaly Detection
  Chih‐Yung Chang, Wendong Jiang, I-Hsiung Chang +1 more
  IEEE Transactions on Emerging Topics in Computational Intelligence 2026 DOI: 10.1109/TETCI.2026.3654456
  +Save
• PEXP: A Scalable Parallel Tree-Based Framework for Interpreting Models on Big Data
  Wendong Jiang, Chih‐Yung Chang, Tzu-Chia Huang +2 more
  IEEE Transactions on Big Data 2026 DOI: 10.1109/TBDATA.2026.3668673
  +Save
• Tree-Structured Two-Stage System for Efficient Violence Detection in Privacy-Constrained Event Streams
  IEEE Transactions on Emerging Topics in Computational Intelligence 2026 DOI: 10.1109/TETCI.2026.3738593
  +Save
• Uro-PPLD: Physiology and Pathology-Aware Latent Diffusion for Cystoscopic Image Generation and Augmentation
  Wendong Jiang, Chung-You Tsai, Youxi Li +3 more
  IEEE Journal of Biomedical and Health Informatics 2026 DOI: 10.1109/JBHI.2026.3715604
  +Save
• Toward Interpretable Multimodal Violence Detection With Knowledge Distillation and Modality-Aligned Preprocessing
  Wendong Jiang, Chih-Yung Chang, Ming‐Yang Su +2 more
  IEEE Transactions on Systems, Man, and Cybernetics: Systems 2025 DOI: 10.1109/TSMC.2025.3576390
  +Save
• RealExp: Decoupling correlation bias in Shapley values for faithful model interpretations
  Information Processing & Management 2025 DOI: 10.1016/j.ipm.2025.104153
  +Save
• Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT
  arXiv 2025 DOI: 10.48550/arXiv.2501.06224
  +Save
• Illuminating the black box: An interpretable machine learning based on ensemble trees
  Expert Systems with Applications 2025 DOI: 10.1016/j.eswa.2025.126720
  +Save
• Explaining the Unexplained: Revealing Hidden Correlations for Better Interpretability
  arXiv 2024 DOI: 10.48550/arXiv.2412.01365
  +Save
• From Explicit Rules to Implicit Reasoning in an Interpretable Violence Monitoring System
  arXiv 2024 DOI: 10.48550/arXiv.2410.21991
  +Save
• Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems
  arXiv 2024 DOI: 10.48550/arXiv.2412.20201
  +Save
• Not Just Explain, But Explain Well: Interpretable Machine Learning Based on Ensemble Trees
  SSRN 2024 DOI: 10.2139/ssrn.4854192
  +Save