- 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.
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- 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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- 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.
- Xi Yang, Chengyao Sun, Xiaohuan Lu, Yun Long, Yu-Yao Wu, Sen Xu, Jie Wen 0001. CSMVL: Cluster Structure Aware Multi-View Representation Learning for Domain Identification in Spatial Transcriptomics. IEEE Trans. Knowl. Data Eng., 38(5):2624-2637, May 2026.
- Shaojie Qiao, Rongmin Tang, Jiangmin Li, Yunjun Gao, Quanqing Xu, Nan Han, BangPing Wang, Guan Yuan, Xindong Wu 0001. CMA+DB: How to Automatically Tune Database Parameters Through Collaborative Multi-Agents. IEEE Trans. Knowl. Data Eng., 38(3):1560-1574, March 2026.