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ORCIDACM Transactions on Knowledge Discovery from Data, Volume 20
Volume 20, Number 1, January 2026
- Weikang Su, Haoqiang Liu, Tong Li, Xingzai Lv, Hua Rui, Wenzhen Huang, Zhaocheng Wang, Yong Li:
Jointly Optimizing Deployment and Antenna of Base Stations Using Hierarchical Reinforcement Learning. 1:1-1:25 - Feijiang Li, Xin Liu, Jieting Wang, Yuhua Qian:
MCSS: Discovering Consistently Determined Relation in Multi-View Clustering Based on Sample's Stability. 2:1-2:28 - Shengyin Sun, Chen Ma, Jiehao Chen:
PHE: Structure and Semantic Enhanced Pre-Training of Graph Neural Networks for Large-Scale Heterogeneous Graphs. 3:1-3:26 - Qinghe Liu, Mingming Jiang, Pin Wang, Hongli Xu, Rilige Wu, Zhenfeng Zhu, Xinwang Liu, Yawei Zhao, Kunlun He:
Medical Federated Learning with Improved Representation and Personalized Aggregation. 4:1-4:31 - Hongyu Shi, Ling Chen, Qian Chen:
SR-HyperFM: Sample Relationship Aware Hypergraph Factorization Machines for Feature Interaction Modeling. 5:1-5:19 - Yusheng Zhao, Xiao Luo, Junyu Luo, Wei Ju, Zhonghui Gu, Zhiping Xiao, Xian-Sheng Hua, Ming Zhang:
SPOT: Spectral Optimal Transport for Graph Domain Generalization. 6:1-6:22 - Zijun Di, Peng Zheng, Bin Lu, Kai Guan, Luoyi Fu, Ningdi Jin, Ye Chen, Xiaoying Gan, Lei Zhou, Xinbing Wang, Chenghu Zhou:
Graph Out-of-Distribution Generalization Based on Structural-Entropy-Guided Information Bottleneck. 7:1-7:34 - Yu-Neng Chuang, Cheng-Te Li:
Privacy-Preserving Representation Learning with Gradient Obfuscation against Attribute Inference for Recommendation. 8:1-8:23 - Tianrui Qin, Xuan Wang, Xianghuan He, Yiren Zhao, Kejiang Ye, Cheng-Zhong Xu, Xitong Gao:
Flareon: Stealthy All2all Backdoor Injection via Poisoned Augmentation. 9:1-9:23 - Wangyang Ying, Haoyue Bai, Kunpeng Liu, Yanjie Fu:
Topology-aware Reinforcement Feature Space Reconstruction for Graph Data. 10:1-10:22 - Yue Wu, Mingyu Zhao, Songming Zhang, Ziyu Lyu, Dayong Peng, Wanji Zheng, Hua Chai:
A Semi-supervised Co-training Algorithm for Robust Recommendation. 11:1-11:25 - Yingxu Wang, Nan Yin, Mingyan Xiao, Xinhao Yi, Siwei Liu, Shangsong Liang:
DuSEGO: Dual Second-Order Equivariant Graph Ordinary Differential Equation. 12:1-12:18 - Chenxi Hu, Yifan Hu, Yunxiang Zhao, Tao Wu, Meng Zhang, Chunsheng Liu, Yangyi Hu:
Gaussian-Augmented Prototypical Network for Class-Incremental Few-Shot Relation Classification. 13:1-13:31 - Alessio Conte, Roberto Grossi, Grigorios Loukides, Nadia Pisanti, Solon P. Pissis, Giulia Punzi:
Fast Assessment of Eulerian Trails in Graphs with Applications. 14:1-14:33 - Yi-Xiao He, Shen-Huan Lyu, Yuan Jiang:
Interpreting Deep Forest through Feature Contribution and MDI Feature Importance. 15:1-15:21 - Xiaojie Guo, Yuanqi Du, Zheng Zhang, Liang Zhao:
Efficient Deep Generative Models for Spatial Networks via Spanning Tree Sampler. 16:1-16:28 - Erchao Li, Hongxu Li, Yu Peng:
Competitive-Cooperative Multi-Task Optimization Algorithm with Historical Success Archive. 17:1-17:45 - Xiaojian Ding, Xiaoying Zhu, Fumin Ma:
Tri-perspective Multi-view Classification. 18:1-18:21
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