- Wenjie Mao, Bin Yu 0011, Chen Zhang 0015, Yu Xie 0009. Federated Multi-source Domain Adaptation via Contrastive Cross-domain Semantic Alignment with Adversarial Feature Augmentation. TKDD, 20(4), May 2026.
- Zhongbao Zhang, Zhizhen He, Junda Ye, Li Sun 0008. Representing Tuple in Graph with Trail Structure. TKDD, 20(3), April 2026.
- Qiannan Zhu, Qing He, Lingzhi Wang, Mingming Li. Enhancing Product Search with Query-Aware Multi-Facet Explanations through Hierarchical Graph Convolution. TKDD, 20(4), May 2026.
- Christos Konstantopoulos, Kostas Tsichlas. Algorithmic Recourse on Networks: From Explanations to Interventions. TKDD, 20(7), August 2026.
- Shanming Wei, Shunmei Meng, Qianmu Li. Knowledge-Enhanced Hyperbolic Attention Network for Trustworthy Sequential Recommendation. TKDD, 20(6), July 2026.
- Erchao Li, Hongxu Li, Yu Peng. Competitive-Cooperative Multi-Task Optimization Algorithm with Historical Success Archive. TKDD, 20(1), January 2026.
- Jiyun Liao, Chenglong Dai, Guanghui Li 0001. Unsupervised EEG Decoding with Frequency-Trend-Based Information Granule Learning. TKDD, 20(2), February 2026.
- Yusheng Zhao, Xiao Luo 0001, Junyu Luo 0002, Wei Ju 0001, Zhonghui Gu, Zhiping Xiao 0001, Xian-Sheng Hua 0001, Ming Zhang 0004. SPOT: Spectral Optimal Transport for Graph Domain Generalization. TKDD, 20(1), January 2026.
- Xuejiao Li, He Li 0006, Duo Jin, Jianbin Huang, Jaesoo Yoo. LH-GSTGNN: Lag-Heterogeneity Guided Spatio-Temporal Graph Neural Network. TKDD, 20(6), July 2026.
- Taojie Kuang, Qianli Ma 0001, Athanasios V. Vasilakos, Yu Wang 0003, Qiang Cheng 0001, Zhixiang Ren. Concept-Driven Deep Learning for Enhanced Protein-Specific Molecular Generation. TKDD, 20(2), February 2026.