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Lei Ma

The University of Tokyo

43H-index
259Paper Count
7.2KCitation Count
Published Papers 46
Publication Date
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Marvel: Effective AI-Enabled Cyber-Physical System Falsification Guided by Novelty Detection
errIEEE Transactions on Reliability
IF5.7
err2026-06-18
err0
PREAI
errXuan Xie; Lei Ma
errShare
errSave
Large Language Models for Automated Web-Form-Test Generation: An Empirical Study
errACM Transactions on Software Engineering and Methodology
IF6.2
err2026-03-01
err4
PREAI
errLi, Tao; Cui, Chenh Ui; Huang, Rubing; Towey, Dave; Ma, Lei
errShare
errSave
AcTracer: Active Testing of Large Language Model via Multi-Stage Sampling
errACM Transactions on Software Engineering and Methodology
IF6.2
err2026-03-01
err0
PREAI
errHuang, Yuheng; Song, Jiayang; Hu, Qiang; Juefei-Xu, Felix; Ma, Lei
errShare
errSave
Adversarial rain attack and defensive deraining for DNN perception
errNeural Networks
IF6.3
err2025-11-27
err0
PREAI
errLiming Zhai; Qing Guo; Felix Juefei-Xu; Xiaofei Xie; Lei Ma; Wei Feng; Shengchao Qin; Yang Liu
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errSave
Spatial Semantic Fuzzing for LiDAR-Based Autonomous Driving Perception Systems
errIEEE Transactions on Software Engineering
IF5.6
err2025-10-31
err0
PREAI
errAn Guo; Zhiwei Su; Xinyu Gao; Chunrong Fang; Senrong Wang; Haoxiang Tian; Wu Wen; Lei Ma; Zhenyu Chen
errShare
errSave
Enhanced RoBERTaSN Model for Industrial IoT Text Similarity Analysis in Smart Manufacturing Systems
errINTERNET TECHNOLOGY LETTERS
IF0.5
err2025-10-02
err0
PREAI
errXu, Maochun; Liu, Qiang; Li, Gang; Li, Chengmeng; Ma, Lei; Lin, Ke
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errSave
Evaluation and Improvement of Test Selection for Large Language Models
errJOURNAL OF SOFTWARE-EVOLUTION AND PROCESS
IF1.8
err2025-10-01
err0
PREAI
errQuan, Lili; Wen, Jin; Hu, Qiang; Cordy, Maxime; Huang, Yuheng; Ma, Lei; Li, Xiaohong
errShare
errSave
Look Before You Leap: An Exploratory Study of Uncertainty Analysis for Large Language Models
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2025-02-01
err0
PREAI
errHuang, Yuheng; Song, Jiayang; Wang, Zhijie; Zhao, Shengming; Chen, Huaming; Juefei-Xu, Felix; Ma, Lei
errShare
errSave
Assessing the Robustness of Test Selection Methods for Deep Neural Networks
errACM Transactions on Software Engineering and Methodology
IF6.2
err2025-01-29
err0
PREAI
errQiang Hu; Yuejun Guo; Xiaofei Xie; Maxime Cordy; Wei Ma; Mike Papadakis; Lei Ma; Yves Le Traon
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errSave
Repairs and Breaks Prediction for Deep Neural Networks
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-11-05
err0
errOAAI
errIshimoto, Y; Kondo, M; Ma, L; Ubayashi, N; Kamei, Y
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errSave
Scoping Software Engineering for AI: The TSE Perspective
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-11-01
err0
PREAI
errUchitel, Sebastian; Chechik, Marsha; Di Penta, Massimiliano; Adams, Bram; Aguirre, Nazareno; Bavota, Gabriele; Bianculli, Domenico; Blincoe, Kelly; Cavalcanti, Ana; Dittrich, Yvonne; Ferrucci, Filomena; Hoda, Rashina; Huang, LiGuo; Lo, David; Lyu, Michael R.; Ma, Lei; Maletic, Jonathan I.; Mariani, Leonardo; McMillan, Collin; Menzies, Tim; Monperrus, Martin; Moreno, Ana; Nagappan, Nachiappan; Pasquale, Liliana; Pelliccione, Patrizio; Pradel, Michael; Purandare, Rahul; Ryu, Sukyoung; Sabetzadeh, Mehrdad; Serebrenik, Alexander; Sun, Jun; Tantithamthavorn, Kla; Treude, Christoph; Wimmer, Manuel; Xiong, Yingfei; Yue, Tao; Zaidman, Andy; Zhang, Tao; Zhong, Hao
errShare
errSave
LUNA: A Model-Based Universal Analysis Framework for Large Language Models
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-07-01
err1
PREAI
errSong, Da; Xie, Xuan; Song, Jiayang; Zhu, Derui; Huang, Yuheng; Felix, Juefei-Xu; Ma, Lei
errShare
errSave
Test Input Prioritization for 3D Point Clouds
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-06-04
err0
errOAAI
errLi, Yinghua; Dang, Xueqi; Ma, Lei; Klein, Jacques; Le Traon, Yves; Bissyande, Tegawende F.
errShare
errSave
Beyond Fidelity: Explaining Vulnerability Localization of Learning-Based Detectors
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-06-04
err3
errOAAI
errCheng, Baijun; Zhao, Shengming; Wang, Kailong; Wang, Meizhen; Bai, Guangdong; Feng, Ruitao; Guo, Yao; Ma, Lei; Wang, Haoyu
errShare
errSave
Active Code Learning: Benchmarking Sample-Efficient Training of Code Models
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-05-01
err1
errOAAI
errHu, Qiang; Guo, Yuejun; Xie, Xiaofei; Cordy, Maxime; Ma, Lei; Papadakis, Mike; Le Traon, Yves
errShare
errSave
Test Optimization in DNN Testing: A Survey
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-04-20
err2
errOAAI
errHu, Qiang; Guo, Yuejun; Xie, Xiaofei; Cordy, Maxime; Ma, Lei; Papadakis, Mike; Le Traon, Yves
errShare
errSave
xFuzz: Machine Learning Guided Cross-Contract Fuzzing
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2024-03-01
err16
errOAAI
errXue, Yinxing; Ye, Jiaming; Zhang, Wei; Sun, Jun; Ma, Lei; Wang, Haijun; Zhao, Jianjun
errShare
errSave
Generation-based Differential Fuzzing for Deep Learning Libraries
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2023-12-23
err1
PREAI
errLiu, Jiawei; Huang, Yuheng; Wang, Zhijie; Ma, Lei; Fang, Chunrong; Gu, Mingzheng; Zhang, Xufan; Chen, Zhenyu
errShare
errSave
Faire: Repairing Fairness of Neural Networks via Neuron Condition Synthesis
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2023-11-23
err6
errOAAI
errLi, Tianlin; Xie, Xiaofei; Wang, Jian; Guo, Qing; Liu, Aishan; Ma, Lei; Liu, Yang
errShare
errSave
Uncertainty-aware safe adaptable motion planning of lower-limb exoskeletons using random forest regression
errMECHATRONICS
IF3.1
err2023-11-01
err2
PREAI
errAkbari, Mojtaba; Mehr, Javad K.; Ma, Lei; Tavakoli, Mahdi
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errSave

Research Directions

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Co-authors
Cooperation Journals
刘
刘洋 (Yang Liu)
H-index: 106 · Papers: 3.5K
M
Michael R. Lyu
H-index: 100 · Papers: 1.0K
D
David Lo
H-index: 90 · Papers: 975
M
Mark Harman
H-index: 90 · Papers: 712
Y
Yew-Soon Ong
H-index: 81 · Papers: 779
View more