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IEEE Transactions on Pattern Analysis and Machine Intelligence|April 30, 2026
Utility-Preserving Federated Graph Learning with Dual-Perspective FairnessRenqiang Luo, Huafei Huang, Shuo Yu, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|May 1, 2026
Gradient Normalization Enables Communication-Efficient Distributed Learning under Initialization Data HeterogeneityTao Sun, Baihao Wu, Xinwang Liu, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|April 29, 2026
Boosting the Performance of Decentralized Federated Learning via Catalyst AccelerationQinglun Li, Miao Zhang, Yingqi Liu, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|April 14, 2026
Neural Network Optimization Reimagined: Decoupled Techniques for Scratch and Fine-TuningXin Ning, Qiankun Li, Xiaolong Huang, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|April 14, 2026
VLBiasBench: A Comprehensive Benchmark for Evaluating Bias in Large Vision-Language ModelSibo Wang, Xiangkui Cao, Jie Zhang, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|April 13, 2026
Mining Association Patterns From Neighborhood InsightHonghong Cheng, Yuhua Qian, Xinyan Liang, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|April 13, 2026
Text4Seg++: Advancing Image Segmentation via Generative Language ModelingMengcheng Lan, Chaofeng Chen, Jiaxing Xu, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|April 10, 2026
Local Duality for Sparse Support Vector MachinesPenghe Zhang, Naihua Xiu, Houduo Qi
IEEE Transactions on Pattern Analysis and Machine Intelligence|April 9, 2026
Local and High-Order Consistency Coding and Adaptation for Cross-Hypergraph Node ClassificationHanrui Wu, Yanxin Wu, Lei Tian, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|April 3, 2026
Unification of Closed-Open Industrial Detection Scenarios: New Large-Scale Benchmarks, Challenges and BaselinesZekai Zhang, Jinglin Zhang, Qinghui Chen, et al.
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