Lei Ma
- Global Carbon Budget 2023
2023/11/30 by Pierre Friedlingstein, Michael O’Sullivan, Matthew W. Jones +97 · 2 voices · 72 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Environmental Gas Dynamics #Atmospheric chemistry and aerosols #Climate variability and models
- Machine Learning Testing: Survey, Landscapes and Horizons
2020/02/18 by Jie M. Zhang, Mark Harman, Lei Ma +1 · 35 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Anomaly Detection Techniques and Applications
- Harmonization of global land use change and management for the period 850–2100 (LUH2) for CMIP6
2020/11/10 by G. C. Hurtt, Louise Chini, Ritvik Sahajpal +29 · 29 citations
Environmental Science · #Atmospheric and Environmental Gas Dynamics #Climate variability and models #Science and Climate Studies
- Ultra-high mobility semiconducting epitaxial graphene on silicon carbide
2023/08/23 by Jian Zhao, Peixun Ji, Zhao, Jian +27 · 2 voices · 3 citations
Engineering · Materials Science · Physics and Astronomy · #FOS: Physical sciences #Graphene research and applications #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Semiconductor materials and devices #Thermal properties of materials #cond-mat.mes-hall
- Global Carbon Budget 2024
2025/03/14 by Pierre Friedlingstein, Michael O’Sullivan, Matthew W. Jones +97 · 2 voices · 44 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Environmental Gas Dynamics #Atmospheric chemistry and aerosols #Climate variability and models
- Machine Learning Testing: Survey, Landscapes and Horizons
2019/06/19 by Jie M. Zhang, Zhang, Jie M., Mark Harman +5 · 17 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software Engineering (cs.SE)
- A Survey on Automated Driving System Testing: Landscapes and Trends
2022/06/13 by Shuncheng Tang, Zhenya Zhang, Tang, Shuncheng +19 · 12 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Testing and Debugging Techniques #Vehicular Ad Hoc Networks (VANETs)
- A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images
2022/04/19 by Zhiming Cui, Yu Fang, Lanzhuju Mei +13 · 11 citations
Computer Science · Dentistry · Medicine · #AI in cancer detection #Dental Radiography and Imaging #Medical Imaging Techniques and Applications
- Motus: A Unified Latent Action World Model
2025/12/15 by Hong Bi, Hongzhe Bi, Bi, Hongzhe +30 · 1 voice · 10 citations
Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Multimodal Machine Learning Applications #cs.CV #cs.LG #cs.RO
- CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification
2024/04/30 by Yuchen Tian, Tian, Yuchen, Weixiang Yan +13 · 12 citations
Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Security and Verification in Computing #Software Engineering (cs.SE) #Software Engineering Research
- A Survey on Automated Driving System Testing: Landscapes and Trends
2023/02/10 by Shuncheng Tang, Zhenya Zhang, Yi Zhang +9 · 8 citations
Engineering · #Autonomous Vehicle Technology and Safety #Real-time simulation and control systems #Vehicular Ad Hoc Networks (VANETs)
- Oracle-Supported Dynamic Exploit Generation for Smart Contracts
2019/09/14 by Haijun Wang, Wang, Haijun, Yi Li +9 · 5 citations
Computer Science · #Blockchain Technology Applications and Security #Security and Verification in Computing #Advanced Malware Detection Techniques
- MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
2025/03/13 by Weihao Xuan, Rui Yang, Xuan, Weihao +61 · 18 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
- TESTEVAL: Benchmarking Large Language Models for Test Case Generation
2024/06/06 by Wenhan Wang, Chenyuan Yang, Wang, Wenhan +15 · 10 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Towards Characterizing Adversarial Defects of Deep Learning Software from the Lens of Uncertainty
2020/04/24 by Xiyue Zhang, Xiaofei Xie, Zhang, Xiyue +13 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security #Software Engineering (cs.SE)
- Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning
2020/05/14 by Jianwen Sun, Tianwei Zhang, Sun, Jianwen +11 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
- Automatic Web Testing using Curiosity-Driven Reinforcement Learning
2021/03/10 by Yan Zheng, Zheng, Yan, Yi Liu +11 · 4 citations
Computer Science · #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques #Software Engineering Research
- Identifying Bug Patterns in Quantum Programs
2021/03/16 by Pengzhan Zhao, Zhao, Pengzhan, Jianjun Zhao +3 · 3 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications
- GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search
2021/11/04 by Shangqing Liu, Xiaofei Xie, Liu, Shangqing +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- AcTracer: Active Testing of Large Language Model via Multi-Stage Sampling
2024/08/07 by Yuheng Huang, Jiayang Song, Huang, Yuheng +7 · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Testing and Debugging Techniques
- Large Language Model Supply Chain: Open Problems From the Security Perspective
2024/11/03 by Qiang Hu, Xiaofei Xie, Hu, Qiang +5 · 5 citations
Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks
2022/04/09 by Lizhi Liao, Heng Li, Weiyi Shang +1 · 2 citations
- Decompiling x86 Deep Neural Network Executables
2022/10/03 by Zhibo Liu, Liu, Zhibo, Yuanyuan Yuan +7 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Advanced Memory and Neural Computing
- Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update
2025/01/24 by Qing Li, Li, Qing, Jiahui Geng +9 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
- Combinatorial Testing for Deep Learning Systems
2018/06/20 by Lei Ma, Ma, Lei, Fuyuan Zhang +11 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
- LongCat-Flash Technical Report
2025/09/01 by Meituan LongCat Team, Bayan, Bei Li +264 · 16 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
- Global Carbon Budget 2025
2026/05/13 by Pierre Friedlingstein, Michael O'Sullivan, Matthew W. Jones +97 · 3 voices · 6 citations
Environmental Science · #Atmospheric and Environmental Gas Dynamics #CO2 Sequestration and Geologic Interactions #Climate Change and Environmental Impact
- Anomalously Enhanced Diffusivity of Moiré Excitons via Manipulating the Interplay with Correlated Electrons
2024/10/15 by Yan Li, Lei Ma, Yan, Li +27 · 3 citations
Physics and Astronomy · #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum and electron transport phenomena #Semiconductor Quantum Structures and Devices #Spectroscopy and Quantum Chemical Studies
- An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms
2019/09/15 by Qianyu Guo, Sen Chen, Guo, Qianyu +15 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques
- Deep Learning based Forecasting: a case study from the online fashion industry
2023/05/23 by Manuel Kunz, Stefan Birr, Kunz, Manuel +31 · 1 voice · 1 citation
Decision Sciences · #Advanced Statistical Process Monitoring #Forecasting Techniques and Applications #cs.AI #cs.LG
- RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively
2024/11/15 by Yao Lu, Lu, Yao, Peixin Zhang +9 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics
2024/04/06 by Derui Zhu, Dingfan Chen, Zhu, Derui +11 · 2 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health Research Topics #Software Engineering (cs.SE)
- SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection
2021/10/07 by Qin Liu, Han Deng, Liu, Qin +19 · 1 citation
Arts and Humanities · Dentistry · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Forensic Anthropology and Bioarchaeology Studies #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #electronic engineering #information engineering
- A Survey on Web Application Testing: A Decade of Evolution
2024/12/13 by Li Tao, Li, Tao, Rubing Huang +11 · 2 citations
Computer Science · #Educational Technology and Assessment #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability #Software Testing and Debugging Techniques
- LUNA: A Model-Based Universal Analysis Framework for Large Language Models
2023/10/22 by Da Song, Song, Da, Xuan Xie +11 · 2 citations
Computer Science · Business, Management and Accounting · #Software Engineering Research #Business Process Modeling and Analysis #Explainable Artificial Intelligence (XAI)
- AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions
2023/04/12 by Deyun Lyu, Lyu, Deyun, Jiayang Song +11 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Smart Grid Security and Resilience #Software Engineering (cs.SE) #Systems and Control (eess.SY) #electronic engineering #information engineering
- PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks
2025/03/31 by Yan F, Jianfeng Wu, Yan, Fang +49 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Digital Imaging for Blood Diseases #Radiomics and Machine Learning in Medical Imaging
- NANO3D: A Training-Free Approach for Efficient 3D Editing Without Masks
2025/10/16 by Junliang Ye, S. Xie, Ye, Junliang +12 · 4 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Interactive and Immersive Displays #Computer Graphics and Visualization Techniques
- m2mKD: Module-to-Module Knowledge Distillation for Modular Transformers
2024/02/26 by Ka Man Lo, Lo, Ka Man, Yiming Liang +13 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Global Carbon Budget 2024
2024/11/12 by Pierre Friedlingstein, Michael O’Sullivan, Matthew W. Jones +97 · 2 voices · 1 citation
Economics, Econometrics and Finance · #Climate Change Policy and Economics
- Large Language Models for Automated Web-Form-Test Generation: An Empirical Study
2024/05/16 by Li Tao, Chenhui Cui, Li, Tao +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward
2024/04/12 by Xuan Xie, Jiayang Song, Xie, Xuan +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research
- LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation
2024/10/07 by Zhijie Wang, Zhehua Zhou, Wang, Zhijie +9 · 1 citation
Engineering · #Robot Manipulation and Learning
- Takin-VC: Expressive Zero-Shot Voice Conversion via Adaptive Hybrid Content Encoding and Enhanced Timbre Modeling
2024/10/02 by Yuguang Yang, Yang, Yuguang, Yu Pan +15 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Pre-trained Models Succeed in Medical Imaging with Representation Similarity Degradation
2025/03/11 by Wenqiang Zu, Shenghao Xie, Zu, Wenqiang +5 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs
2026/07/14 by Xiaoning Ren, Yinxing Xue, Lei Ma +1
#cs.SE #cs.AI #cs.CL