- Erchao Li, Hongxu Li, Yu Peng. Competitive-Cooperative Multi-Task Optimization Algorithm with Historical Success Archive. TKDD, 20(1), January 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.
- 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.
- 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.
- Yue Wu, Mingyu Zhao, Songming Zhang 0002, Ziyu Lyu, Dayong Peng, Wanji Zheng, Hua Chai. A Semi-supervised Co-training Algorithm for Robust Recommendation. TKDD, 20(1), January 2026.
- Alessio Conte, Roberto Grossi, Grigorios Loukides, Nadia Pisanti, Solon P. Pissis, Giulia Punzi. Fast Assessment of Eulerian Trails in Graphs with Applications. TKDD, 20(1), January 2026.
- Yu-Neng Chuang, Cheng-Te Li. Privacy-Preserving Representation Learning with Gradient Obfuscation against Attribute Inference for Recommendation. TKDD, 20(1), January 2026.
- Tianrui Qin, Xuan Wang, Xianghuan He, Yiren Zhao, Kejiang Ye, Cheng-Zhong Xu 0001, Xitong Gao. Flareon: Stealthy All2all Backdoor Injection via Poisoned Augmentation. TKDD, 20(1), January 2026.
- Wangyang Ying, Haoyue Bai 0002, Kunpeng Liu 0001, Yanjie Fu. Topology-aware Reinforcement Feature Space Reconstruction for Graph Data. TKDD, 20(1), January 2026.