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Preface
Deke Guo, Xiaohui Peng
2026, 41(2): 473-474. DOI: 10.1007/s11390-026-0002-4
Abstract
MoFedNet: Semantic Link is All Models Need
Yi-Qiang Chen, Xin-Long Jiang, Qian Chen, Xiao-Dong Yang, Jia-Hao Li, Teng Zhang, Xin Qin, Wu-Liang Huang
2026, 41(2): 475-493. DOI: 10.1007/s11390-025-5684-5
Abstract
Duba: Cost-Efficient Serverless Cloud-Edge Collaborative Machine Learning Serving with Dual-Batching
Jian-Xiong Liao, Jing Peng, Zhi Zhou, Fei Xu
2026, 41(2): 494-505. DOI: 10.1007/s11390-025-5623-5
Abstract
DynaHyEdge: Fine-Grained Privacy-Aware Online Scheduling for Hybrid Edge Services
Zi-Chen Cheng, Han-Long Liao, Lai-Long Luo, Bang-Bang Ren
2026, 41(2): 506-519. DOI: 10.1007/s11390-025-5695-2
Abstract
TCLI: A Triple-Cache Layer-Wise Inference System for Reducing Redundant Data Loading and Computation in Graph Neural Networks
Yi Luo, Yao-Bin Wang, Ying-Chen Song, Xiao-Hua Xu, Ping-Ping Tang
2026, 41(2): 520-532. DOI: 10.1007/s11390-025-5554-1
Abstract
Comprehensive Multistep Prefetching Strategy for Short Video Streaming
Wan-Chun Jiang, Yong-Xin Shan, Jin-Tian Hu, Qi-Chen Su, Jia-Wei Huang, Jian-Xin Wang
2026, 41(2): 533-547. DOI: 10.1007/s11390-025-5573-y
Abstract
Self Model for Embodied Artificial Intelligence
Shu-Qiang Jiang, Si-Xian Zhang, Shi-Da Tao, Xi-Hong Zhu, Tian-Liang Qi, Xin-Hang Song
2026, 41(2): 548-563. DOI: 10.1007/s11390-026-6289-3
Abstract
Survey on Hypergraph Algorithms: Foundations, Advances, and Applications in Cloud Computing
Wen-Xuan Wang, Jie Wu
2026, 41(2): 564-592. DOI: 10.1007/s11390-025-5351-x
Abstract
PINNAS: Physics-Informed Neural Network Architecture Search for Solving Integral Equations
Zhi-Yuan Ren, Shi-Jie Zhou, Dong Liu, Qi-He Liu
2026, 41(2): 593-608. DOI: 10.1007/s11390-025-5433-9
Abstract
Federated Deep Subspace Clustering
Yu-Pei Zhang, Rou-Jia Feng, Yi-Fei Wang, Shu-Hui Liu, Xue-Qun Shang
2026, 41(2): 609-620. DOI: 10.1007/s11390-025-5304-4
Abstract
Applications of Hypergraph Learning for Brain Disorder Diagnosis with Neuroimaging: A Survey
Meng-Shen He, Xu Tian, Jun-Jian Li, Hai-Lin Yue, Xin-Yu Li, Hu-Lin Kuang, Hanhe Lin, Zhen Qiu, Jin Liu
2026, 41(2): 621-637. DOI: 10.1007/s11390-025-5199-0
Abstract
Obstet-LLM: Large Language Model for Early Prediction of SGA-LGA Newborns
Geng-Xin Xu, Hui Jiang, Sau Van Nguyen, Dan Wu, Zeng-Ding Liu, Feng Sha, Ye Li
2026, 41(2): 638-652. DOI: 10.1007/s11390-025-5020-0
Abstract
MedDiffusionNet: A Geometric Deep Learning Network for Intracranial Aneurysm Segmentation Across Imaging Modalities
Ze-Yao Zhang, Xing-Ce Wang, Xian Deng, Xu-Dong Ru, Zhen-Hong Liu, Zhong-Ke Wu, Jing-Yi Liu, Xiao-Dong Ju, Yi-Cheng Zhu, Wu-Yang Shui
2026, 41(2): 653-668. DOI: 10.1007/s11390-025-5487-8
Abstract
Spatial-Temporal Mixture-of-Graph-Experts for Multi-Type Crime Prediction
Zi-Yang Wu, Fan Liu, Jin-Dong Han, Yu-Xuan Liang, Hao Liu
2026, 41(2): 669-683. DOI: 10.1007/s11390-025-5404-1
Abstract
TopoChat: Enhancing Topological Materials Retrieval with Large Language Model and Multi-Source Knowledge
Huang-Chao Xu, Bao-Hua Zhang, Zhong Jin, Tian-Nian Zhu, Quan-Sheng Wu, Hong-Ming Weng
2026, 41(2): 684-697. DOI: 10.1007/s11390-025-5113-9
Abstract
Model Knowledge Transfer for Ab Initio Molecular Dynamics Simulations
Shuai Lyu, Yu-Fan Yao, Yan-Hui Sun, Wen-Tiao Wu, Wei Hu
2026, 41(2): 698-709. DOI: 10.1007/s11390-025-5042-7
Abstract
Efficient Vision Transformer Inference via UDP for Edge-Cloud Collaboration: An Adaptive Loss Detection Approach
Hyochan Kim, Jong Hwan Ko
2026, 41(2): 710-723. DOI: 10.1007/s11390-025-5171-z
Abstract
Understanding Users’ Affective States During Issue Resolution in Open Source Software Projects
Yu-Qian Zhuang, Liang Wang, Ke-Xin Sun, Hong-Yu Kuang, Xian-Ping Tao
2026, 41(2): 724-741. DOI: 10.1007/s11390-025-4478-0
Abstract
Survey of Coarse-Grained Reconfigurable Architectures Mapping Algorithms
Yi-Min Du, Ke-Yang Chang, Jing-Lin Shi, Yi-Qing Zhou, Tian-Hao Zheng, Zhe Wang, Rui Hong
2026, 41(2): 742-760. DOI: 10.1007/s11390-026-5611-4
Abstract
Grouping Algorithms for Optimal Configuration of Virtual Links in Avionics Full-Duplex Switched Ethernet
Shao-Ting Feng, Quan-Quan Peng, Qin-Ya Li, Fan Wu, Gui-Hai Chen
2026, 41(2): 761-773. DOI: 10.1007/s11390-025-4525-x
Abstract
HARLD: A RISC-V Based Tightly Coupled Heterogeneous Computing Architecture for Low-Density Parity Check Decoding
Bing Wang, Zi-Rui Ma, Hai-Bin Wu, Fu-Lin Zhang, Yue Wang, Zhi-Hua Fan, Wen-Ming Li, Xiao-Chun Ye, Dong-Rui Fan
2026, 41(2): 774-790. DOI: 10.1007/s11390-025-5052-5
Abstract
iSCoder: Mitigating Genomic Sequencing Data Compression Bottlenecks via In-SRAM Computing
Wan-Qi Liu, Ye-Wen Li, Guang-Ming Tan
2026, 41(2): 791-808. DOI: 10.1007/s11390-025-5022-y
Abstract
Durable Impact Period Queries on Time-Varying Preference
Chu-Han Zhang, Jian-Zhong Li, Shou-Xu Jiang
2026, 41(2): 809-824. DOI: 10.1007/s11390-025-4764-x
Abstract
WOWAF: Enhanced Dynamic Binary Analysis Framework Targeting Windows-on-Windows 64-Bit Environments
Jia-Ye Pan, Le-Tian Sha, Xiao Chen, De-Qiang Li, Fu Xiao
2026, 41(2): 825-842. DOI: 10.1007/s11390-026-5439-y
Abstract