- Wenchao Gao, Li Yang, Chuanrui Cui, Yu Li. Cross-Lingual Named Entity Recognition Method Based on Multi-Channel and Multi-Teacher Models. IEEE Trans. Knowl. Data Eng., 38(1):183-192, January 2026.
- Zhan ao Huang, Xiaojie Li 0001, Xi Wu 0004. Data-Driven Robust Optimization Neural Network Method for Imbalanced Data Classification. IEEE Trans. Knowl. Data Eng., 38(6):3458-3470, June 2026.
- Ruohan Yang, Muhammad Asif Ali, Huan Wang 0005, Zhongfei Zhang, Junyang Chen 0001, Di Wang 0015. PRISM: Link Prediction in Attributed Networks With Uncertain Modalities. IEEE Trans. Knowl. Data Eng., 38(3):1919-1931, March 2026.
- Abd-Krim Seghouane, Muhammad Ali Qadar, Inge Koch, Aref Miri Rekavandi. Sparse Canonical Correlation Analysis With Preserved Sparsity. IEEE Trans. Knowl. Data Eng., 38(1):616-630, January 2026.
- Peichao Lai, Kexuan Zhang, Yilei Wang, Bin Cui 0001. Improving Low-Resource Short Answer Scoring Through Large Language Model-Based Data Augmentation. IEEE Trans. Knowl. Data Eng., 38(5):2914-2926, May 2026.
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- Shicong Zeng, Guoqing Chao, Junquan Wei, Yanwei Yu, Zhijin Wang, Dianhui Chu. LaGraph: Laplacian-Guided Graph Learning for Time Series Anomaly Detection. IEEE Trans. Knowl. Data Eng., 38(5):2940-2953, May 2026.
- Jiasheng Wu, Xincheng Wang, Jie Yang 0088, Dawei Cheng, Guang Yang 0057, Bo Wang 0162. Defending Attacks on Anti-Fraud Model With Generative Graph Representations. IEEE Trans. Knowl. Data Eng., 38(2):969-982, February 2026.
- Qibing Qin, Meiling Ge, Wenfeng Zhang, Lei Huang 0010, Jie Nie. Deep Stochastic Spherical Hashing With Von Mises-Fisher Distributions for Cross-Modal Retrieval. IEEE Trans. Knowl. Data Eng., 38(5):2655-2669, May 2026.
- Anbiao Wu, Ye Yuan 0001, Changsheng Li, Yuliang Ma 0001, Yishu Wang 0001. LocAPS: Adaptive Positive Sampling for Network Embedding. IEEE Trans. Knowl. Data Eng., 38(6):3737-3750, June 2026.