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The manuscripts listed below have passed the peer-review process and have been accepted for publication (not published yet). A “Just Accepted” manuscript is available online shortly after its acceptance, which is prior to technical editing, formatting, and author proofing. It's crucial to note that being “Just Accepted” does not equate to being officially published. This is merely an intermediate stage to quickly share the research with the community. When a manuscript is published, it will be removed from “Just Accepted”. 

Please note that technical editing may introduce minor changes to the manuscript text and/or graphics which may affect the content, and all legal disclaimers that apply to the journal pertain. In no event shall JCST be held responsible for errors or consequences arising from the use of any information contained in these “Just Accepted” articles. To cite a Just Accepted article, please use its Digital Object Identifier (DOI), which is identical for all formats of publication.

High-Level Synthesis for Approximate Computing: A Survey
Yu-Qin Dou, Yang Wang, Jian-Xu Wei, Ming-Lu Xu, Haroon Waris, Roger Woods, Wei-Qiang Liu
DOI: 10.1007/s11390-026-6176-y
Abstract
Text-Parsing Adaptive Gated Fusion for Audio-Visual Question Answering
Liang Shan, Guang-Yao Li
DOI: 10.1007/s11390-026-5759-y
Abstract
StableME: Stable Model Editing via Knowledge Augmentation for Large Language Models
Zi-Hao Wei, Liang Pang, Han-Xing Ding, Jing-Cheng Deng, Hua-Wei Shen, Xue-Qi Cheng
DOI: 10.1007/s11390-026-5545-x
Abstract
Continual Visual Concept Learning with Scene Graph Expansion
Yu-Song Cai, Xiao-Han Guo, Shi-Mou Ling, Li-Li Pan, Hong-Liang Li
DOI: 10.1007/s11390-026-5661-7
Abstract
Collective Entity Linking with Large Language Models via Mention-Aware Question Answering
Nan Wei, Wei-Ning Weng, Xiao-Long Ren, Jin-Yun Fang
DOI: 10.1007/s11390-026-5822-8
Abstract
A Fine-Grained Analysis for Parallel Tasks with Spin-Locks under Global Fixed-Priority Scheduling
Ze-Wei Chen, Hang Luo, Zi-Qian Zhou, Mao-Lin Yang, Yong Liao, Hang Lei
DOI: 10.1007/s11390-026-5377-8
Abstract
Homomorphic Processing Unit
Ying-Hao Yang, Xi-Cheng Xu, Hang Lu, Xiao-Wei Li
DOI: 10.1007/s11390-026-5125-0
Abstract
Auto-SpMM: Towards Efficient SpMM on Heterogeneous Server via Automatic Resource Mapping and Pipeline Generation
Ming Dun, Hua-Wei Cao, Shu-Han Song, Yuan Zhang, Xiao-Chun Ye
DOI: 10.1007/s11390-026-5632-z
Abstract
Safety Evaluation for Large Language Models with Metamorphic Testing: an Empirical Study
Ying Xing, Jia-Qi Huang, Hai-Jiao Zhao, Long Zhang, Wen-Jin Li
DOI: 10.1007/s11390-026-5705-z
Abstract
HI-SM4: Exploiting Domestic Hygon GPU for High-Performance SM4 Cryptographic Computing
Fu-Yuan Chen, Jian-Kuo Dong, Xing-Yu Wang, Zhen-Jiang Dong, Hua-Qun Wang
DOI: 10.1007/s11390-026-5659-1
Abstract
AWGT-Benchmark: An Air-Writing Benchmark Supporting Cross-Scenario Text Recognition
Yi-Heng Jin, Jia-Zheng Wu, Jian-Guang Li, Wu Liu, Shan An
DOI: 10.1007/s11390-026-5756-1
Abstract
SCALaR: A Unified Latent Reasoning Framework for Large Language Models with Multi-Layer Aggregation and Strategic Compression
Han-Yu Zhang, Cheng-Ao Li, Xiang Ao, Qing He
DOI: 10.1007/s11390-026-6298-2
Abstract
NRX: An End-to-End Real-Time Neural Rendering Pipeline Optimized for Modern AI GPUs
Xin-Kai Yan, Sui-Liang Mai, Kai-Wen Ji, Yu-Chi Huo, Hu-Jun Bao
DOI: 10.1007/s11390-026-6256-z
Abstract
RagMedge: Dense Retrieval Augmented Medical Dialogue Generation Towards Personalised Medical Knowledge Grounded Diagnosis
Bo Lyu, Chen Tang, Guo-Xin Yu, Na-Yu Liu, Yue Yu
DOI: 10.1007/s11390-026-5767-y
Abstract
A Two-Stage Equivariant Training Framework Enables Quantum-Accurate Force Fields with Reduced DFT Training Data
Si-Yu Hu, Jie Zhu, Chen Wang, Lin-Wang Wang, Hong-Liang Liu, Wei-Le Jia, Guang-Ming Tan
DOI: 10.1007/s11390-026-6106-z
Abstract
MSCFN: Multiscale Spatial–Frequency Collaborative Fusion Network for Multicontrast Magnetic Resonance Imaging Super-Resolution
Shu-Ying Huang, Xue-Ying Huang, Yong Yang, Xiao-Zheng Wang, Heng Ren, Yu-Fan Niu
DOI: 10.1007/s11390-026-5762-3
Abstract
Dual-level Adaptive Correction for Subgraph-based GNN Training with Efficient Strategy Search
Ding-Wei Liu, Zhao-Hua Wang, Zhi-Bin Zhang, Jin Yan, Zhen-Yu Li
DOI: 10.1007/s11390-026-6220-y
Abstract
Double Auction Mechanism for Heterogeneous Computility Network Task Scheduling
Ji-Xian Zhang, Xun Yang, Xing-Zhou Zhang, Hao Wu, Wei-Dong Li
DOI: 10.1007/s11390-026-5995-1
Abstract
MFFNet: Multi-domain Feature Fusion Network for Hyperspectral Pansharpening
Xiao-Zheng Wang, Yong Yang, Shu-Ying Huang, Zi-Yang Liu
DOI: 10.1007/s11390-026-5753-4
Abstract
Containerlet: Software-Granular Containers for High-Performance Deployment of Machine Learning Applications
Feng-Zhi Li, Qing-Ru Xu, Tuo Zhou, Chen-Xi Wang, Yi-Fan Wang, Xiao-Hui Peng
DOI: 10.1007/s11390-026-6073-4
Abstract
SEMQuant: A Computational Platform for Accurate and Comprehensive Quantitative Metaproteomics Analysis
Bai-Lu Zhang, Shi-Chao Feng, Yi Xiong, Chong-Le Pan, Xuan Guo
DOI: 10.1007/s11390-026-5122-3
Abstract
FedCUS: A Client-Unperceived Selection Strategy for Data Heterogeneity in Federated Learning
Zi-Hao Guo, Hong-Tao Lv, Yi-Xin Zhang, Yu Zhang, Yi-Bo-Wen Zhao, Yong-Hui Xu, Li-Zhen Cui
DOI: 10.1007/s11390-026-5310-1
Abstract
NR-CLIP: CLIP-Guided Multimodal News Recommendation via Multi-View Learning
Ying Guo, Shu-Ting Hu, Min-Jing Yu, Ran Yi, Qi Wang, Jie Liu, Yong-Jin Liu
DOI: 10.1007/s11390-025-5356-5
Abstract
PPredictor: Workload-Aware Performance Prediction for Analytical Distributed Databases using Graph Encoding
Jian-Wen Yang, Qiu-Hong Zhang, Jin Yan, Shuo Zhang, Mei-Ling Zhu, Zhi-Ming Ding
DOI: 10.1007/s11390-026-5448-x
Abstract
Complexity-Constraint Code Evaluation (C3E): A Benchmark for Time Complexity Compliance in LLM-Generated Code
Li-Guo Chen, Xin Wang, Jue-Yu Chen, Ren-Zhao Liang, Zheng-Ran Zeng, Yang-Ning Li, Ying-Hui Li, Yi-Dong Wang, Yi-Jiang Xu, Qing Gao, Shi-Kun Zhang
DOI: 10.1007/s11390-025-5518-5
Abstract
Cholesky Parallel Decomposition Optimization Algorithm Based on ScaLAPACK
He Xu, Tao Zhou, Peng Li, Fang-Fang Qin, Yi-Mu Ji
DOI: 10.1007/s11390-025-5111-y
Abstract
Reinforcement Learning for UAV-Assisted Intelligent Transportation Systems: Solutions, Challenges, and Future Directions
Sajeh Zairi, Ikbal Chammakhi MSADAA, Amine Dhraief
DOI: 10.1007/s11390-025-5538-1
Abstract
A progressive quasi-bounding method and its applications to boundary value problems
Hong-Yu Chen, Xiao-Diao Chen, Wei-Yin Ma
DOI: 10.1007/s11390-025-5093-9
Abstract
An Analysis of the Mismatch Between Garbage Collection Evolution and Datacenter Paradigm Shifting
Jia-Wei Xiao, Zi-Yue Hua, Sheng-Kai Li, Yi-Zhe Yuan, Ming-Yu Wu, Hao-Nan Xue, Xiao-Bing Feng, Hui-Min Cui, Chen-Xi Wang
DOI: 10.1007/s11390-025-5560-3
Abstract
CroFinBen: A Multilingual Benchmark of Large Language Models Crossing Mainstream and Low-Resource Finance
Gang Hu, Si-Qi Lv, Qing-Qing Wang, Ze-Kang Huang, Ke Qin, Min Peng, Kun Yue
DOI: 10.1007/s11390-025-5524-7
Abstract
Basic Computing Operations: A Metric for User Computing Consumption in the Multi-Cloud
Wen-Yu Chu, Xiao-Li Cao, Qi Chen, Meng-Zhuo Yan, Lei Wang
DOI: 10.1007/s11390-025-5489-6
Abstract
Quote from Similars: Aspect Sentiment Triplets Extraction with Hierarchical Inter-sentence Information Retrieval
Guo-xin Yu, Xiang Ao, Ji-wei Li, Yue Yu, Ping Luo
DOI: 10.1007/s11390-025-5191-8
Abstract

Online First:The manuscripts listed below will continue to be available from this page until they are assigned to an issue.

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

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