- 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.
- 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.
- Xinyan Deng, Jiajie Tan, Xiaorou Zheng, Shoubin Dong. Multi-Vector Biomedical Dense Retrieval with Knowledge-Enhanced Entity-Type Clustering. TKDD, 20(2), February 2026.
- Yingxu Wang, Nan Yin, Mingyan Xiao, Xinhao Yi, Siwei Liu 0001, Shangsong Liang. DuSEGO: Dual Second-Order Equivariant Graph Ordinary Differential Equation. TKDD, 20(1), January 2026.
- Jing Geng 0002, Shangxian Zhao, Wang Weizhe, Qi Li 0022. Adaptive Graph Partitioning for Clustering Datasets with Heterogeneous Density. TKDD, 20(2), February 2026.
- Zhiwei Li, Cheng Wang 0001. Towards Contactless Data-Model Matching. TKDD, 20(2), February 2026.
- Xiaojie Guo 0002, Yuanqi Du, Zheng Zhang 0047, Liang Zhao 0002. Efficient Deep Generative Models for Spatial Networks via Spanning Tree Sampler. TKDD, 20(1), January 2026.
- Xiaojian Ding, Xiaoying Zhu, Fumin Ma. Tri-perspective Multi-view Classification. TKDD, 20(1), January 2026.