A Validation of the Human-Generative Artificial Intelligence Trust Scale.

Junchi Ma

Peng Wang Kexin Yin Mei Tian Yuanxin Zheng Heyu Wu Chen Zhou Mingzhu Zhang Junchi Ma Xiqing Yuan A Validation of the Human-Generative Artificial Intelligence Trust Scale. 2026 April 4808-4821 42 Int. J. Hum. Comput. Interact. 7 https://doi.org/10.1080/10447318.2025.2542881 db/journals/ijhci/ijhci42.html#WangYTZWZZMY26 streams/journals/ijhci

Yixuan Wu Yuhan Gong Zhenheng Hu Yiwen Gao 0011 Junchi Ma A Sustainable Workforce Scheduling System for County-Level Logistics Centers Under Uncertain Demand: Integrating Human-Centered Objectives and Change Management Perspectives. 2026 14 Syst. 3 https://doi.org/10.3390/systems14030295 db/journals/systems/systems14.html#WuGHGM26 streams/journals/systems

Wei Chen Liang Wu Shuyi Lu Yuanyuan Sun Wenkai Bi Zilong Yuan Yaoyao He Feng Wang Junchi Ma Shuyong Liu Zhaoping Cheng Xiaoyan Hu Jianfeng Qiu A Generalist Foundation Model for Total-body PET/CT Enables Diagnostic Reporting and System-wide Metabolic Profiling. 2026 January abs/2601.12820 CoRR https://doi.org/10.48550/arXiv.2601.12820 db/journals/corr/corr2601.html#abs-2601-12820 streams/journals/corr

Chen Wang 0051 Junchi Ma Chao Wang 0020 Defu Lin Weilin Chen 0006 Two graphs: Resolving the periodic reversibility of one-dimensional finite cellular automata. 129151 2025 489 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2024.129151 db/journals/amc/amc489.html#WangMWLC25 streams/journals/amc

Junchi Ma Yuzhu Ding Sulei Huang Zongtao Duan Lei Tang 0002 TEMPORISE: Extracting semantic representations of varied input executions for silent data corruption evaluation. 107734 2025 166 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2025.107734 db/journals/fgcs/fgcs166.html#MaDHDT25 streams/journals/fgcs

Guihua Yang Ziran Chen Peng Guo Junchi Ma Jinjie Huang Cong Jin Xiaona Yang Kai Zhao Yibo Wang Qi Gao Chengcheng Liu Tianqi Wu Yong Li Yingwei Guo Jie Zheng Xiangran Cai Yingjian Yang BLoss-DDNet: bending loss and dual-task decoding network for overlapping cell nucleus segmentation of cervical clinical LBC images. 2025 8 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2025.1649452 db/journals/frai/frai8.html#YangCGMHJYZWGLWLGZCY25 streams/journals/frai

Lei Tang Zhengxin Cao Xin Zhou Junzhe Zhang 0005 Junchi Ma STF-LPPVA: Local Privacy-Preserving Method for Vehicle Assignment Based on Spatial-Temporal Fusion. 2025 2025 IET Inf. Secur. 1 https://doi.org/10.1049/ise2/1915019 db/journals/iet-ifs/iet-ifs2025.html#TangCZZM25 streams/journals/iet-ifs

Lei Tang 0002 Yaling Zhao Zeyu He Zhu Wang 0001 Ying Liu 0076 Junchi Ma Jiahao Yu Cross-city robotaxi dispatch in ride-hailing platforms via policy distillation. 2025 37 J. King Saud Univ. Comput. Inf. Sci. 10 https://doi.org/10.1007/s44443-025-00342-6 db/journals/jksucis/jksucis37.html#TangZHWLMY25 streams/journals/jksucis

Yaling Zhao Lei Tang 0002 Yunji Liang Zeyu He Junchi Ma Optimizing Matching for On-Demand Ride-Pooling with Stochastic Day-to-Day Dynamics. 1-29 2025 19 ACM Trans. Knowl. Discov. Data 4 https://doi.org/10.1145/3721434 db/journals/tkdd/tkdd19.html#ZhaoTLHM25 streams/journals/tkdd

Junchi Ma Yuanqing Wang Guangmiao Ding Wei Cao 0008 Xiangyun Liao Ping Zhang Jianping Lv Mamba-enhanced hierarchical attention network for precise visualization of hippocampus and amygdala. 7551-7565 2025 August 41 Vis. Comput. 10 https://doi.org/10.1007/s00371-025-03823-x db/journals/vc/vc41.html#MaWDCLZL25 streams/journals/vc

Doudou Zhang Junchi Ma Jie Chen Linxia Xiao Xiangyun Liao Yong Zhang Weixin Si MF-SAM: enhancing multi-modal fusion with Mamba in SAM-Med3D for GPi segmentation. 7997-8008 2025 August 41 Vis. Comput. 10 https://doi.org/10.1007/s00371-025-03851-7 db/journals/vc/vc41.html#ZhangMCXLZS25 streams/journals/vc

Zeren Chen Junchi Ma Fang Sui Screening of Recurrence-Related Genes and Building a Prognostic Prediction Model in Head and Neck Squamous Cell Carcinoma. 274-280 2025 ISAIMS https://doi.org/10.1145/3777577.3777622 conf/isaims/2025 db/conf/isaims/isaims2025.html#ChenMS25

Junchi Ma Xiaoyu Zhao Enfeng Qi Renmin Han Ting Yu 0010 Guojun Li Highly efficient clustering of long-read transcriptomic data with GeLuster. 2024 February 40 Bioinform. 2 https://doi.org/10.1093/bioinformatics/btae059 https://www.wikidata.org/entity/Q128570600 db/journals/bioinformatics/bioinformatics40.html#MaZQHYL24

Junchi Ma Chen Wang 0051 Weilin Chen 0006 Defu Lin Chao Wang 0020 Decision algorithms for reversibility of 1D cellular automata under reflective boundary conditions. 114732 2024 1012 Theor. Comput. Sci. https://doi.org/10.1016/j.tcs.2024.114732 db/journals/tcs/tcs1012.html#MaWCLW24 streams/journals/tcs

Benbei Xing Lei Tang 0002 Junchi Ma VRPU: An Efficient Robust Optimization Approach for the Vehicle Routing Problem with Uncertain Travel Times and Demands. 924-932 2024 MSN https://doi.org/10.1109/MSN63567.2024.00127 conf/msn/2024 db/conf/msn/msn2024.html#Xing0M24

Chen Wang 0051 Junchi Ma Chao Wang 0020 Defu Lin Weilin Chen 0006 The Computation for Reversibility of Arbitrary One-dimensional Finite Cellular Automata Becomes Efficient. 2024 abs/2402.05404 CoRR https://doi.org/10.48550/arXiv.2402.05404 db/journals/corr/corr2402.html#abs-2402-05404

Junchi Ma Weilin Chen 0006 Chen Wang 0051 Defu Lin Chao Wang 0020 Decision algorithms for reversibility of one-dimensional non-linear cellular automata under null boundary conditions. 2024 abs/2405.03609 CoRR https://doi.org/10.48550/arXiv.2405.03609 db/journals/corr/corr2405.html#abs-2405-03609

Sen Li Junchi Ma Minhao Cheng Invisible Backdoor Attacks on Diffusion Models. 2024 abs/2406.00816 CoRR https://doi.org/10.48550/arXiv.2406.00816 db/journals/corr/corr2406.html#abs-2406-00816

Junchi Ma Xifu Wang Kai Yang Lijun Jiang Uncertain Programming Model for the Cross-Border Multimodal Container Transport System Based on Inland Ports. 132 2023 February 12 Axioms 2 https://doi.org/10.3390/axioms12020132 db/journals/axioms/axioms12.html#MaWYJ23

Junchi Ma Bart Wiegmans Xifu Wang Kai Yang Lijun Jiang A Hybrid DEMATEL and Bayesian Best-Worst Method Approach for Inland Port Development Evaluation. 1116 2023 December 12 Axioms 12 https://doi.org/10.3390/axioms12121116 db/journals/axioms/axioms12.html#MaWWYJ23

Junchi Ma Sulei Huang Zongtao Duan Lei Tang 0002 Luyang Wang SLOGAN: SDC Probability Estimation Using Structured Graph Attention Network. 296-301 2023 ASP-DAC https://doi.org/10.1145/3566097.3567910 https://ieeexplore.ieee.org/document/10044760 conf/aspdac/2023 db/conf/aspdac/aspdac2023.html#MaHD0W23 Weiguo Li Junchi Ma Cuiyuan Li Ting Yu Xuefeng Cui Using Deep Learning to Classify Full-Length Transcriptome Sequences. 333-338 2023 BIBM https://doi.org/10.1109/BIBM58861.2023.10385824 conf/bibm/2023 db/conf/bibm/bibm2023.html#LiMLYC23

Chen Wang 0051 Junchi Ma Defu Lin Weilin Chen 0006 Chao Wang 0020 STATE-OF-ART Algorithms for Injectivity and Bounded Surjectivity of One-dimensional Cellular Automata. 2023 abs/2309.03073 CoRR https://doi.org/10.48550/arXiv.2309.03073 db/journals/corr/corr2309.html#abs-2309-03073

Defu Lin Weilin Chen 0006 Chen Wang 0051 Junchi Ma Chao Wang 0020 Patterns Induce Injectivity: A New Thinking in Constructing Injective Local Rules of 1D Cellular Automata over F<sub>2</sub>. 2023 abs/2309.15468 CoRR https://doi.org/10.48550/arXiv.2309.15468 db/journals/corr/corr2309.html#abs-2309-15468

Junchi Ma Zongtao Duan Lei Tang 0002 Deep Soft Error Propagation Modeling Using Graph Attention Network. 303-319 2022 38 J. Electron. Test. 3 https://doi.org/10.1007/s10836-022-06005-y db/journals/et/et38.html#MaDT22

Zhiwen Wang Lei Tang 0002 Yaling Zhao Junchi Ma Meng Han Zongtao Duan Algorithm for Integrating Multi-Proximity for Trust-Based Group Recommendation in Ridesharing. 1305-1310 2022 ITSC https://doi.org/10.1109/ITSC55140.2022.9921811 conf/itsc/2022 db/conf/itsc/itsc2022.html#WangTZMHD22

Lei Tang 0002 Zongtao Duan Yishui Zhu Junchi Ma Zihang Liu Recommendation for Ridesharing Groups Through Destination Prediction on Trajectory Data. 1320-1333 2021 22 IEEE Trans. Intell. Transp. Syst. 2 https://doi.org/10.1109/TITS.2019.2961170 db/journals/tits/tits22.html#TangDZML21

Junchi Ma Zongtao Duan Lei Tang 0002 GATPS: An attention-based graph neural network for predicting SDC-causing instructions. 1-7 2021 VTS https://doi.org/10.1109/VTS50974.2021.9441056 conf/vts/2021 db/conf/vts/vts2021.html#MaD021

Junchi Ma Zongtao Duan Lei Tang 0002 A Methodology to Assess Output Vulnerability Factors for Detecting Silent Data Corruption. 118135-118145 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2936893 db/journals/access/access7.html#MaDT19

Lei Tang 0002 Dandan Cai Zongtao Duan Junchi Ma Meng Han Hanbo Wang Discovering Travel Community for POI Recommendation on Location-Based Social Networks. 8503962:1-8503962:8 2019 2019 Complex. https://doi.org/10.1155/2019/8503962 db/journals/complexity/complexity2019.html#TangCDMHW19

Junchi Ma Yun Wang Characterization of stack behavior under soft errors. 1534-1539 2017 DATE https://doi.org/10.23919/DATE.2017.7927234 http://dl.acm.org/citation.cfm?id=3130738 conf/date/2017 db/conf/date/date2017.html#MaW17 Junchi Ma Yun Wang 0002 Identification of Critical Variables for Soft Error Detection. 310-321 2016 HCC https://doi.org/10.1007/978-3-319-31854-7_28 conf/hucc/2016 db/conf/hucc/hcc2016.html#MaW16

Songxin Liang Junchi Ma Laplace transform for the solution of higher order deformation equations arising in the homotopy analysis method. 49-57 2014 67 Numer. Algorithms 1 https://doi.org/10.1007/s11075-013-9773-0 db/journals/na/na67.html#LiangM14

Wenkai Bi Dandan Cai Xiangran Cai Wei Cao 0008 Zhengxin Cao Jie Chen Wei Chen Weilin Chen 0006 Zeren Chen Ziran Chen Minhao Cheng Zhaoping Cheng Xuefeng Cui Guangmiao Ding Yuzhu Ding Zongtao Duan Qi Gao Yiwen Gao 0011 Yuhan Gong Peng Guo Yingwei Guo Meng Han Renmin Han Yaoyao He Zeyu He Xiaoyan Hu Zhenheng Hu Jinjie Huang Sulei Huang Lijun Jiang Cong Jin Cuiyuan Li Guojun Li Sen Li Weiguo Li Yong Li Songxin Liang Yunji Liang Xiangyun Liao Defu Lin Chengcheng Liu Shuyong Liu Ying Liu 0076 Zihang Liu Shuyi Lu Jianping Lv Enfeng Qi Jianfeng Qiu Weixin Si Fang Sui Yuanyuan Sun Lei Tang Lei Tang 0002 Mei Tian Chao Wang 0020 Chen Wang 0051 Feng Wang Hanbo Wang Luyang Wang Peng Wang Xifu Wang Yibo Wang Yuanqing Wang Yun Wang Yun Wang 0002 Zhiwen Wang Zhu Wang 0001 Bart Wiegmans Heyu Wu Liang Wu Tianqi Wu Yixuan Wu Linxia Xiao Benbei Xing Guihua Yang Kai Yang Xiaona Yang Yingjian Yang Kexin Yin Jiahao Yu Ting Yu Ting Yu 0010 Xiqing Yuan Zilong Yuan Doudou Zhang Junzhe Zhang 0005 Mingzhu Zhang Ping Zhang Yong Zhang Kai Zhao Xiaoyu Zhao Yaling Zhao Jie Zheng Yuanxin Zheng Chen Zhou Xin Zhou Yishui Zhu