LM
Lei Ma
cs.SEcs.LGcs.AIcs.CRcs.CVcs.CLcs.SDeess.AScs.HCcs.RO
On Valency
published · living versionsW_2ehnvtqc·v1 · currentpublished
Unraveling the Efficacy of Neuron Coverage Criteria on Testing Large Language Models
with Xiaoning Ren, Jiayang Song, Chongyang Liu, Jie Li +1
1 version
Preprints & journals
91 papers in the corpus · 2018–2026NARU: A Benchmark for NARrative Evolution and Cultural Nuance Understanding in Japanese Extreme Long Video2608.13210v1 · Yuheng Huang, Jianlang Chen, Jiayang Song et al.2026 · 0 citationsarXiv
A Recentered-Domain Yau-Yau Filter for Target Tracking2608.05559v1 · Lei Ma, Yuzhong Hu, Xiaoming Zhang2026 · 0 citationsarXiv
Empirical Insights of Test Selection Metrics under Multiple Testing Objectives and Distribution Shifts2604.23342v1 · Jingyu Zhang, Fan Wang, Jacky Keung et al.2026 · 0 citationsarXiv
Adversarial rain attack and defensive deraining for DNN perception.41337789 · Zhai, Liming, Guo, Qing, Juefei-Xu, Felix et al.2025 · 11 citationsNeural networks : the official journal of the International Neural Network Society. 2025;196:108376
Can Large Language Models Reason About Complex Execution Paths? An Empirical Study on Python2511.18288v2 · Wenhan Wang, Kaibo Liu, Zeyu Sun et al.2025 · 0 citationsarXiv
TRUSTVIS: A Multi-Dimensional Trustworthiness Evaluation Framework for Large Language Models2510.13106v1 · Ruoyu Sun, Da Song, Jiayang Song et al.2025 · 1 citationarXiv
The new observations about the parameter-dependent Schrödinger-Poisson system2508.12732v4 · Chen Huang, Sihua Liang, Lei Ma et al.2025 · 0 citationsarXiv
Evaluating LLMs on Sequential API Call Through Automated Test Generation2507.09481v2 · Yuheng Huang, Jiayang Song, Da Song et al.2025 · 1 citationarXiv
Generate Realistic Test Scenes for V2X Communication Systems2506.07419v1 · An Guo, Xinyu Gao, Chunrong Fang et al.2025 · 0 citationsarXiv
ClapFM-EVC: High-Fidelity and Flexible Emotional Voice Conversion with Dual Control from Natural Language and Speech2505.13805v1 · Yu Pan, Yanni Hu, Yuguang Yang et al.2025 · 2 citationsarXiv
Risk Assessment Framework for Code LLMs via Leveraging Internal States2504.14640v1 · Yuheng Huang, Lei Ma, Keizaburo Nishikino et al.2025 · 3 citationsCompanion Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering (FSE'25 Industry Track), June 2025
CAShift: Benchmarking Log-Based Cloud Attack Detection under Normality Shift2504.09115v4 · Jiongchi Yu, Xiaofei Xie, Qiang Hu et al.2025 · 4 citationsarXiv
High-accuracy vertical wind profiling up to 12 km using a 1064 nm coherent Doppler Lidar with 10 mJ pulsed laser.40219439 · Yang, Haocheng, Wang, Chong, Xue, Xianghui et al.2025 · 12 citationsOptics express. 2025;33(7):15241-15253
MoDitector: Module-Directed Testing for Autonomous Driving Systems2502.08504v1 · Renzhi Wang, Mingfei Cheng, Xiaofei Xie et al.2025 · 8 citationsarXiv
A Survey on Web Application Testing: Over a Decade of Evolution2412.10476v3 · Tao Li, Chenhui Cui, Zhengdong Huang et al.2024 · 1 citationarXiv
RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively2411.10507v1 · Yao Lu, Peixin Zhang, Jingyi Wang et al.2024 · 0 citationsarXiv
Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective2410.22217v2 · Shenghao Xie, Wenqiang Zu, Mingyang Zhao et al.2024 · 0 citationsarXiv
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
Takin-VC: Expressive Zero-Shot Voice Conversion via Adaptive Hybrid Content Encoding and Enhanced Timbre Modeling2410.01350v2 · Yuguang Yang, Yu Pan, Jixun Yao et al.2024 · 0 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
Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives2408.01607v1 · Lei Ma, Ziyun Yan, Mengmeng Li et al.2024 · 1 citationarXiv
Large Language Models for Automated Web-Form-Test Generation: An Empirical Study2405.09965v2 · Tao Li, Chenhui Cui, Rubing Huang et al.2024 · 11 citationsarXiv
GMP-TL: Gender-augmented Multi-scale Pseudo-label Enhanced Transfer Learning for Speech Emotion Recognition2405.02151v3 · Yu Pan, Yuguang Yang, Heng Lu et al.2024 · 1 citationarXiv
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement2403.04014v1 · Zhijie Wang, Yuheng Huang, Da Song et al.2024 · 115 citationsarXiv
MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems2401.14314v1 · Xinyu Gao, Zhijie Wang, Yang Feng et al.2024 · 21 citationsarXiv
Beyond Fidelity: Explaining Vulnerability Localization of Learning-based Detectors2401.02686v2 · Baijun Cheng, Shengming Zhao, Kailong Wang et al.2024 · 12 citationsarXiv
Code Ownership in Open-Source AI Software Security2312.10861v1 · Jiawen Wen, Dong Yuan, Lei Ma et al.2023 · 2 citationsarXiv
Domain Generalization of 3D Object Detection by Density-Resampling2311.10845v2 · Shuangzhi Li, Lei Ma, Xingyu Li2023 · 4 citationsarXiv
LUNA: A Model-Based Universal Analysis Framework for Large Language Models2310.14211v2 · Da Song, Xuan Xie, Jiayang Song et al.2023 · 21 citationsarXiv
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers2308.15742v1 · Yi Liu, Yuekang Li, Gelei Deng et al.2023 · 7 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
Mitigating Communication Costs in Neural Networks: The Role of Dendritic Nonlinearity2306.11950v2 · Xundong Wu, Pengfei Zhao, Zilin Yu et al.2023 · 2 citationsarXiv
GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Accurate Speech Emotion Recognition2306.07848v10 · Yu Pan, Yanni Hu, Yuguang Yang et al.2023 · 10 citationsarXiv
Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities2306.03454v2 · Xinyu Gao, Zhijie Wang, Yang Feng et al.2023 · 34 citationsarXiv
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization2306.02879v3 · Yibing Liu, Chris Xing Tian, Haoliang Li et al.2023 · 6 citationsarXiv
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?2306.01220v2 · Bonan Kou, Shengmai Chen, Zhijie Wang et al.2023 · 14 citationsarXiv
Active Code Learning: Benchmarking Sample-Efficient Training of Code Models2306.01250v1 · Qiang Hu, Yuejun Guo, Xiaofei Xie et al.2023 · 9 citationsarXiv
NiCro: Purely Vision-based, Non-intrusive Cross-Device and Cross-Platform GUI Testing2305.14611v1 · Mulong Xie, Jiaming Ye, Zhenchang Xing et al.2023 · 2 citationsarXiv
Evading DeepFake Detectors via Adversarial Statistical Consistency2304.11670v1 · Yang Hou, Qing Guo, Yihao Huang et al.2023 · 76 citationsarXiv
HYBRIDFORMER: improving SqueezeFormer with hybrid attention and NSR mechanism2303.08636v1 · Yuguang Yang, Yu Pan, Jingjing Yin et al.2023 · 5 citationsarXiv
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction2303.01576v1 · Zhijie Wang, Yuheng Huang, Da Song et al.2023 · 7 citationsarXiv
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models2303.01577v1 · Da Song, Zhijie Wang, Yuheng Huang et al.2023 · 8 citationsarXiv
Neural Episodic Control with State Abstraction2301.11490v3 · Zhuo Li, Derui Zhu, Yujing Hu et al.2023 · 5 citationsarXiv
Towards Benchmarking GUI Compatibility Testing on Mobile Applications2212.13424v1 · Jiaming Ye, Mulong Xie, Siyuan Chen et al.2022 · 0 citationsarXiv
Breaking Neural Reasoning Architectures With Metamorphic Relation-Based Adversarial Examples.33886479 · Chan, Alvin, Ma, Lei, Juefei-Xu, Felix et al.2022 · 16 citationsIEEE transactions on neural networks and learning systems. 2022;33(11):6976-6982
Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement2210.05896v1 · Shuangzhi Li, Zhijie Wang, Felix Juefei-Xu et al.2022 · 29 citationsarXiv
Career total: at least 235 works. 91 are in this corpus.Showing the 50 most recent.
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