JS
Jiayang Song
cs.SEcs.AIcs.CLcs.ROcs.LGcs.CRcarbon blackc-Jun N-terminal kinasescs.SYeess.SY
On Valency
published · living versionsW_2ehnvtqc·v1 · currentpublished
Unraveling the Efficacy of Neuron Coverage Criteria on Testing Large Language Models
with Xiaoning Ren, Chongyang Liu, Jie Li, Lei Ma +1
1 version
Preprints & journals
32 papers in the corpus · 2019–2026Pressure-Induced Forward-Shift of Proton-Coupled Electron Transfer Step Boosts CO-to-Acetate Throughput.41766577 · Jin, Jian, Lu, Ruihu, Song, Jiayang et al.2026 · 7 citationsAdvanced materials (Deerfield Beach, Fla.). 2026;38(18):e20767
GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model.40030359 · Zhou, Zhehua, Xie, Xuan, Song, Jiayang et al.2025 · 4 citationsIEEE transactions on neural networks and learning systems. 2025;36(6):10678-10692
LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation2410.05191v1 · Zhijie Wang, Zhehua Zhou, Jiayang Song et al.2024 · 2 citationsarXiv
VLATest: Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation2409.12894v2 · Zhijie Wang, Zhehua Zhou, Jiayang Song et al.2024 · 14 citationsarXiv
LeCov: Multi-level Testing Criteria for Large Language Models2408.10474v1 · Xuan Xie, Jiayang Song, Yuheng Huang et al.2024 · 1 citationarXiv
AcTracer: Active Testing of Large Language Model via Multi-Stage Sampling2408.03573v2 · Yuheng Huang, Jiayang Song, Qiang Hu et al.2024 · 2 citationsarXiv
MORTAR: A Model-based Runtime Action Repair Framework for AI-enabled Cyber-Physical Systems2408.03892v1 · Renzhi Wang, Zhehua Zhou, Jiayang Song et al.2024 · 2 citationsarXiv
Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture2407.07342v1 · Jiayang Song, Yuheng Huang, Zhehua Zhou et al.2024 · 1 citationarXiv
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward2404.08517v1 · Xuan Xie, Jiayang Song, Zhehua Zhou et al.2024 · 5 citationsarXiv
Research Progress of Microbiota-Gut-Brain Axis in Parkinson's Disease.38176929 · Zhang, Wei, Ye, Yalin, Song, Jiayang et al.2024 · 23 citationsJournal of integrative neuroscience. 2023;22(6):157
LUNA: A Model-Based Universal Analysis Framework for Large Language Models2310.14211v2 · Da Song, Xuan Xie, Jiayang Song et al.2023 · 21 citationsarXiv
Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics2309.06687v2 · Jiayang Song, Zhehua Zhou, Jiawei Liu et al.2023 · 8 citationsarXiv
ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning2308.13724v1 · Zhehua Zhou, Jiayang Song, Kunpeng Yao et al.2023 · 74 citationsarXiv
Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation2308.00055v1 · Zhehua Zhou, Jiayang Song, Xuan Xie et al.2023 · 44 citationsarXiv
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models2307.10236v4 · Yuheng Huang, Jiayang Song, Zhijie Wang et al.2023 · 71 citationsarXiv
Mosaic: Model-based Safety Analysis Framework for AI-enabled Cyber-Physical Systems2305.03882v1 · Xuan Xie, Jiayang Song, Zhehua Zhou et al.2023 · 4 citationsarXiv
Constrained C2 adsorbate orientation enables CO-to-acetate electroreduction.37138081 · Jin, Jian, Wicks, Joshua, Min, Qiuhong et al.2023 · 251 citationsNature. 2023;617(7962):724-729
AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions2304.05617v1 · Deyun Lyu, Jiayang Song, Zhenya Zhang et al.2023 · 4 citationsarXiv
Association between neonatal hyperbilirubinemia and hypoglycemia in Chinese women with diabetes in pregnancy and influence factors.36216857 · He, Jing, Song, Jiayang, Zou, Zhijie et al.2022 · 17 citationsScientific reports. 2022;12(1):16975
Deep learning image reconstruction in pediatric abdominal and chest computed tomography: a comparison of image quality and radiation dose.35655845 · Zhang, Kun, Shi, Xiang, Xie, Shuang-Shuang et al.2022 · 21 citationsQuantitative imaging in medicine and surgery. 2022;12(6):3238-3250
When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward2111.04324v2 · Jiayang Song, Deyun Lyu, Zhenya Zhang et al.2021 · 29 citationsarXiv
[Roles of ERK/JNK in carbon black induced AP-1 cell signaling pathway changes].34311821 · Kang, Ning, Zhang, Xia'nan, Liu, Kai et al.2021 · 2 citationsWei sheng yan jiu = Journal of hygiene research. 2021;50(4):533-538
Brain-derived neurotrophic factor protects against acrylamide-induced neuronal and synaptic injury via the TrkB-MAPK-Erk1/2 pathway.32788470 · Chen, Xiao, Xiao, Jing-Wei, Cao, Peng et al.2021 · 46 citationsNeural regeneration research. 2021;16(1):150-157
[Effect of ERK/JNK cell signaling pathway in carbon black induced cytokine IL-6 and IL-8 expression changes].33517959 · Dong, Yiwen, Zhang, Xianan, Liu, Kai et al.2021 · 2 citationsWei sheng yan jiu = Journal of hygiene research. 2021;50(1):46-50
Polycyclic aromatic hydrocarbons in particulate matter and serum club cell secretory protein change among schoolchildren: A molecular epidemiology study.33038368 · Wang, Ting, Wang, Yanhua, Xu, Mengmeng et al.2021 · 8 citationsEnvironmental research. 2021;192:110300
[Role of LINC00310 in the glycidyl methacrylate-induced malignant transformation of human bronchial epithelial cell].33070810 · Ma, Shunpeng, Wang, Quankai, Xie, Guangyun et al.2020 · 1 citationWei sheng yan jiu = Journal of hygiene research. 2020;49(5):711-723
Poisonings Caused by Wild Mushroom Containing Amanitin Toxins - Shaoxing City, Zhejiang Province, China, 2019.34594698 · Xu, Xiaomin, Sun, Liang, Zhang, Yizhe et al.2021 · 2 citationsChina CDC weekly. 2020;2(29):541-544
Benzene induces rapid leukemic transformation after prolonged hematotoxicity in a murine model.32503976 · Zhao, Jianxin, Sui, Pinpin, Wu, Bo et al.2021 · 28 citationsLeukemia. 2021;35(2):595-600
Development of a co-culture model of mouse primary hepatocytes and splenocytes to evaluate xenobiotic genotoxicity using the medium-throughput Comet assay.32339639 · Meng, Tao, Zhang, Man, Song, Jiayang et al.2021 · 6 citationsToxicology in vitro : an international journal published in association with BIBRA. 2020;66:104874
Radiomics study for predicting the expression of PD-L1 in non-small cell lung cancer based on CT images and clinicopathologic features.32176676 · Sun, Zongqiong, Hu, Shudong, Ge, Yuxi et al.2021 · 62 citationsJournal of X-ray science and technology. 2020;28(3):449-459
Independent effect of main components in particulate matter on DNA methylation and DNA methyltransferase: A molecular epidemiology study.31759273 · Wang, Yanhua, Wang, Ting, Xu, Mengmeng et al.2020 · 26 citationsEnvironment international. 2020;134:105296
[The expression of LINC00052 during glycidyl methacrylate-induced malignant transformation of 16HBE cells].31826542 · Wang, Q K, Guo, H R, Xie, G Y et al.2020 · 1 citationZhonghua lao dong wei sheng zhi ye bing za zhi = Zhonghua laodong weisheng zhiyebing zazhi = Chinese journal of industrial hygiene and occupational diseases. 2019;37(11):806-809
Career total: 55 works. 32 are in this corpus.
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