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Lei Ma 0003
Person information
- affiliation: University of Alberta, Canada
- affiliation: Kyushu University, Department of Information Science and Electrical Engineering, Japan
- affiliation (former): Harbin Institute of Technology, Department of Computer Science, China
- affiliation (former): Chiba University, Department of Mathematics and Informatics, Japan
- affiliation (former): University of Tokyo, Department of Electrical Engineering, Japan
Other persons with the same name
- Lei Ma — disambiguation page
- Lei Ma 0001 — Beijing Institute of Technology, China
- Lei Ma 0002 — Arizona State University, Department of Electrical Engineering, Tempe, AZ, USA
- Lei Ma 0004
— University of Electronic Science and Technology of China, School of Electronic Engineering, the Intelligent Visual Information Processing and Communication Laboratory, Chengdu, China
- Lei Ma 0005
— Nanjing University, Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, China
- Lei Ma 0006
— University of Tokyo, Graduate School of Engineering, Japan
- Lei Ma 0007
— Southwest Jiaotong University, School of Electrical Engineering, Chengdu, China (and 1 more)
- Lei Ma 0008
— National Biomedical Imaging Center, College of Future Technology, Peking University, Beijing, China (and 7 more)
- Lei Ma 0009 — University of Leeds, UK
- Lei Ma 0010 — Kunming University of Science and Technology, Kunming, China
- Lei Ma 0011 — Beijing Polytechnic, Beijing, China
- Lei Ma 0012 — Queen's University Belfast, Belfast, UK
- Lei Ma 0013
— China University of Mining and Technology, School of information and control engineering, Xuzhou, China (and 1 more)
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2020 – today
- 2025
- [j44]Yinghua Li
, Xueqi Dang
, Haoye Tian, Tiezhu Sun, Zhijie Wang
, Lei Ma, Jacques Klein
, Tegawendé F. Bissyandé:
An empirical study of AI techniques in mobile applications. J. Syst. Softw. 219: 112233 (2025) - 2024
- [j43]Yinghua Li
, Xueqi Dang
, Lei Ma, Jacques Klein, Tegawendé F. Bissyandé:
Prioritizing test cases for deep learning-based video classifiers. Empir. Softw. Eng. 29(5): 111 (2024) - [j42]Jiawei Liu, Zhijie Wang, Lei Ma, Chunrong Fang
, Tongtong Bai, Xufan Zhang, Jia Liu, Zhenyu Chen:
Benchmarking Object Detection Robustness against Real-World Corruptions. Int. J. Comput. Vis. 132(10): 4398-4416 (2024) - [j41]Bonan Kou
, Shengmai Chen
, Zhijie Wang
, Lei Ma
, Tianyi Zhang
:
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code? Proc. ACM Softw. Eng. 1(FSE): 2261-2284 (2024) - [j40]Huangzhao Zhang
, Shuai Lu, Zhuo Li, Zhi Jin, Lei Ma, Yang Liu, Ge Li:
CodeBERT-Attack: Adversarial attack against source code deep learning models via pre-trained model. J. Softw. Evol. Process. 36(3) (2024) - [j39]Yinxing Xue
, Jiaming Ye
, Wei Zhang, Jun Sun
, Lei Ma, Haijun Wang, Jianjun Zhao
:
xFuzz: Machine Learning Guided Cross-Contract Fuzzing. IEEE Trans. Dependable Secur. Comput. 21(2): 515-529 (2024) - [j38]Mingdao Wang
, Xueming Li, Siqi Chen
, Xianlin Zhang
, Lei Ma, Yue Zhang
:
Learning Representations by Contrastive Spatio-Temporal Clustering for Skeleton-Based Action Recognition. IEEE Trans. Multim. 26: 3207-3220 (2024) - [j37]Tianlin Li
, Xiaofei Xie
, Jian Wang
, Qing Guo
, Aishan Liu
, Lei Ma
, Yang Liu
:
Faire: Repairing Fairness of Neural Networks via Neuron Condition Synthesis. ACM Trans. Softw. Eng. Methodol. 33(1): 21:1-21:24 (2024) - [j36]Jiawei Liu
, Yuheng Huang
, Zhijie Wang
, Lei Ma
, Chunrong Fang
, Mingzheng Gu
, Xufan Zhang
, Zhenyu Chen
:
Generation-based Differential Fuzzing for Deep Learning Libraries. ACM Trans. Softw. Eng. Methodol. 33(2): 50:1-50:28 (2024) - [j35]Qiang Hu
, Yuejun Guo
, Xiaofei Xie
, Maxime Cordy
, Lei Ma
, Mike Papadakis
, Yves Le Traon
:
Test Optimization in DNN Testing: A Survey. ACM Trans. Softw. Eng. Methodol. 33(4): 111:1-111:42 (2024) - [j34]Baijun Cheng
, Shengming Zhao
, Kailong Wang
, Meizhen Wang
, Guangdong Bai
, Ruitao Feng
, Yao Guo
, Lei Ma
, Haoyu Wang
:
Beyond Fidelity: Explaining Vulnerability Localization of Learning-Based Detectors. ACM Trans. Softw. Eng. Methodol. 33(5): 127:1-127:33 (2024) - [j33]Yinghua Li
, Xueqi Dang
, Lei Ma
, Jacques Klein
, Yves Le Traon
, Tegawendé F. Bissyandé
:
Test Input Prioritization for 3D Point Clouds. ACM Trans. Softw. Eng. Methodol. 33(5): 132:1-132:44 (2024) - [j32]Qiang Hu
, Yuejun Guo
, Xiaofei Xie
, Maxime Cordy
, Lei Ma
, Mike Papadakis
, Yves Le Traon
:
Active Code Learning: Benchmarking Sample-Efficient Training of Code Models. IEEE Trans. Software Eng. 50(5): 1080-1095 (2024) - [j31]Da Song
, Xuan Xie
, Jiayang Song
, Derui Zhu
, Yuheng Huang
, Felix Juefei-Xu
, Lei Ma
:
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. IEEE Trans. Software Eng. 50(7): 1921-1948 (2024) - [j30]Sebastián Uchitel
, Marsha Chechik, Massimiliano Di Penta
, Bram Adams, Nazareno Aguirre, Gabriele Bavota
, Domenico Bianculli
, Kelly Blincoe, Ana Cavalcanti, Yvonne Dittrich
, Filomena Ferrucci, Rashina Hoda
, LiGuo Huang, David Lo, Michael R. Lyu, Lei Ma
, Jonathan I. Maletic, Leonardo Mariani, Collin McMillan, Tim Menzies
, Martin Monperrus
, Ana Moreno, Nachiappan Nagappan, Liliana Pasquale
, Patrizio Pelliccione
, Michael Pradel, Rahul Purandare
, Sukyoung Ryu
, Mehrdad Sabetzadeh
, Alexander Serebrenik
, Jun Sun, Chakkrit Kla Tantithamthavorn
, Christoph Treude, Manuel Wimmer
, Yingfei Xiong
, Tao Yue
, Andy Zaidman, Tao Zhang
, Hao Zhong
:
Scoping Software Engineering for AI: The TSE Perspective. IEEE Trans. Software Eng. 50(11): 2709-2711 (2024) - [j29]Alireza Esmaeilzehi
, Lei Ma, M. N. S. Swamy, M. Omair Ahmad:
HighBoostNet: a deep light-weight image super-resolution network using high-boost residual blocks. Vis. Comput. 40(2): 1111-1129 (2024) - [c106]Zhijie Wang
, Yuheng Huang
, Da Song
, Lei Ma
, Tianyi Zhang
:
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CHI 2024: 185:1-185:21 - [c105]Shuangzhi Li, Lei Ma
, Xingyu Li
:
Domain Generalization of 3D Object Detection by Density-Resampling. ECCV (64) 2024: 456-473 - [c104]Yu Pan, Yanni Hu, Yuguang Yang, Wen Fei, Jixun Yao, Heng Lu, Lei Ma, Jianjun Zhao:
GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Accurate Speech Emotion Recognition. ICASSP 2024: 10021-10025 - [c103]Jianlang Chen, Xuhong Ren, Qing Guo, Felix Juefei-Xu, Di Lin, Wei Feng, Lei Ma, Jianjun Zhao:
LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks. ICLR 2024 - [c102]Yibing Liu, Chris Xing Tian, Haoliang Li, Lei Ma, Shiqi Wang:
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization. ICLR 2024 - [c101]Zhehua Zhou, Jiayang Song, Kunpeng Yao, Zhan Shu, Lei Ma:
ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning. ICRA 2024: 2081-2088 - [c100]Xinyu Gao
, Zhijie Wang
, Yang Feng
, Lei Ma
, Zhenyu Chen
, Baowen Xu
:
MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems. ICSE 2024: 139:1-139:13 - [c99]Zhehua Zhou
, Jiayang Song
, Xuan Xie
, Zhan Shu
, Lei Ma
, Dikai Liu
, Jianxiong Yin
, Simon See
:
Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation. ICSE-SEIP 2024: 263-274 - [c98]Paolo Arcaini
, Fuyuki Ishikawa
, Lei Ma
, Yuta Maezawa
, Nobukazu Yoshioka
, Fuyuan Zhang
:
Technical Briefing on Deep Neural Network Repair. ICSE Companion 2024: 428-430 - [c97]Yun Xing
, Qing Guo
, Xiaofeng Cao
, Ivor W. Tsang
, Lei Ma
:
MetaRepair: Learning to Repair Deep Neural Networks from Repairing Experiences. ACM Multimedia 2024: 1781-1790 - [c96]Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz:
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. NAACL-HLT (Findings) 2024: 4737-4751 - [c95]Derui Zhu, Dingfan Chen, Xiongfei Wu, Jiahui Geng, Zhuo Li, Jens Grossklags, Lei Ma:
PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques. NeurIPS 2024 - [c94]Jiawen Wen
, Dong Yuan
, Lei Ma
, Huaming Chen
:
Code Ownership in Open-Source AI Software Security. RAIE@ICSE 2024: 28-35 - [i102]Baijun Cheng, Shengming Zhao, Kailong Wang, Meizhen Wang, Guangdong Bai, Ruitao Feng, Yao Guo, Lei Ma, Haoyu Wang:
Beyond Fidelity: Explaining Vulnerability Localization of Learning-based Detectors. CoRR abs/2401.02686 (2024) - [i101]Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu:
MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems. CoRR abs/2401.14314 (2024) - [i100]Linghan Huang, Peizhou Zhao, Huaming Chen, Lei Ma:
Large Language Models Based Fuzzing Techniques: A Survey. CoRR abs/2402.00350 (2024) - [i99]Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang:
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CoRR abs/2403.04014 (2024) - [i98]Yu Pan, Lei Ma, Jianjun Zhao:
PromptCodec: High-Fidelity Neural Speech Codec using Disentangled Representation Learning based Adaptive Feature-aware Prompt Encoders. CoRR abs/2404.02702 (2024) - [i97]Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz:
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. CoRR abs/2404.04722 (2024) - [i96]Jianlang Chen, Xuhong Ren, Qing Guo, Felix Juefei-Xu, Di Lin, Wei Feng, Lei Ma, Jianjun Zhao:
LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks. CoRR abs/2404.06247 (2024) - [i95]Xuan Xie, Jiayang Song, Zhehua Zhou, Yuheng Huang, Da Song, Lei Ma:
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward. CoRR abs/2404.08517 (2024) - [i94]Qiang Hu, Jin Wen, Maxime Cordy, Yuheng Huang, Xiaofei Xie, Lei Ma:
Enhancing Fault Detection for Large Language Models via Mutation-Based Confidence Smoothing. CoRR abs/2404.14419 (2024) - [i93]Yu Pan, Yuguang Yang, Heng Lu, Lei Ma, Jianjun Zhao:
GMP-ATL: Gender-augmented Multi-scale Pseudo-label Enhanced Adaptive Transfer Learning for Speech Emotion Recognition via HuBERT. CoRR abs/2405.02151 (2024) - [i92]Tao Li, Chenhui Cui, Lei Ma, Dave Towey, Yujie Xie, Rubing Huang:
Leveraging Large Language Models for Automated Web-Form-Test Generation: An Empirical Study. CoRR abs/2405.09965 (2024) - [i91]Zhehua Zhou, Xuan Xie, Jiayang Song, Zhan Shu, Lei Ma:
GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model. CoRR abs/2406.03912 (2024) - [i90]Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma:
TESTEVAL: Benchmarking Large Language Models for Test Case Generation. CoRR abs/2406.04531 (2024) - [i89]Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang:
Where Do Large Language Models Fail When Generating Code? CoRR abs/2406.08731 (2024) - [i88]Yuchen Shao, Yuheng Huang, Jiawei Shen, Lei Ma, Ting Su, Chengcheng Wan:
Vortex under Ripplet: An Empirical Study of RAG-enabled Applications. CoRR abs/2407.05138 (2024) - [i87]Jiayang Song, Yuheng Huang, Zhehua Zhou, Lei Ma:
Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture. CoRR abs/2407.07342 (2024) - [i86]Yuheng Huang, Jiayang Song, Qiang Hu, Felix Juefei-Xu, Lei Ma:
Active Testing of Large Language Model via Multi-Stage Sampling. CoRR abs/2408.03573 (2024) - [i85]Renzhi Wang, Zhehua Zhou, Jiayang Song, Xuan Xie, Xiaofei Xie, Lei Ma:
MORTAR: A Model-based Runtime Action Repair Framework for AI-enabled Cyber-Physical Systems. CoRR abs/2408.03892 (2024) - [i84]Xuan Xie, Jiayang Song, Yuheng Huang, Da Song, Fuyuan Zhang, Felix Juefei-Xu, Lei Ma:
LeCov: Multi-level Testing Criteria for Large Language Models. CoRR abs/2408.10474 (2024) - [i83]Wenhan Wang, Kaibo Liu, An Ran Chen, Ge Li, Zhi Jin, Gang Huang, Lei Ma:
Python Symbolic Execution with LLM-powered Code Generation. CoRR abs/2409.09271 (2024) - [i82]Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma:
Towards Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation: An Empirical Study. CoRR abs/2409.12894 (2024) - [i81]Yuguang Yang, Yu Pan, Jixun Yao, Xiang Zhang, Jianhao Ye, Hongbin Zhou, Lei Xie, Lei Ma, Jianjun Zhao:
Takin-VC: Zero-shot Voice Conversion via Jointly Hybrid Content and Memory-Augmented Context-Aware Timbre Modeling. CoRR abs/2410.01350 (2024) - [i80]Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma:
LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation. CoRR abs/2410.05191 (2024) - [i79]Qiang Hu, Xiaofei Xie, Sen Chen, Lei Ma:
Large Language Model Supply Chain: Open Problems From the Security Perspective. CoRR abs/2411.01604 (2024) - [i78]Yu Pan, Yuguang Yang, Jixun Yao, Jianhao Ye, Hongbin Zhou, Lei Ma, Jianjun Zhao:
CTEFM-VC: Zero-Shot Voice Conversion Based on Content-Aware Timbre Ensemble Modeling and Flow Matching. CoRR abs/2411.02026 (2024) - [i77]Shengming Zhao, Yuheng Huang, Jiayang Song, Zhijie Wang, Chengcheng Wan, Lei Ma:
Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems. CoRR abs/2411.19463 (2024) - [i76]Tao Li, Rubing Huang, Chenhui Cui, Dave Towey, Lei Ma, Yuan-Fang Li, Wen Xia:
A Survey on Web Application Testing: A Decade of Evolution. CoRR abs/2412.10476 (2024) - 2023
- [j28]Amin Eslami Abyane
, Derui Zhu, Roberto Souza, Lei Ma, Hadi Hemmati:
Towards understanding quality challenges of the federated learning for neural networks: a first look from the lens of robustness. Empir. Softw. Eng. 28(2): 44 (2023) - [j27]Shuncheng Tang, Zhenya Zhang, Yi Zhang, Jixiang Zhou, Yan Guo, Shuang Liu, Shengjian Guo, Yan-Fu Li, Lei Ma, Yinxing Xue, Yang Liu:
A Survey on Automated Driving System Testing: Landscapes and Trends. ACM Trans. Softw. Eng. Methodol. 32(5): 124:1-124:62 (2023) - [j26]Hua Qi
, Zhijie Wang
, Qing Guo
, Jianlang Chen
, Felix Juefei-Xu
, Fuyuan Zhang
, Lei Ma
, Jianjun Zhao
:
ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks. ACM Trans. Softw. Eng. Methodol. 32(5): 129:1-129:31 (2023) - [j25]Yuheng Huang
, Lei Ma
, Yuanchun Li
:
PatchCensor: Patch Robustness Certification for Transformers via Exhaustive Testing. ACM Trans. Softw. Eng. Methodol. 32(6): 154:1-154:34 (2023) - [j24]Zhenya Zhang
, Deyun Lyu
, Paolo Arcaini
, Lei Ma
, Ichiro Hasuo
, Jianjun Zhao:
FalsifAI: Falsification of AI-Enabled Hybrid Control Systems Guided by Time-Aware Coverage Criteria. IEEE Trans. Software Eng. 49(4): 1842-1859 (2023) - [j23]Shangqing Liu
, Xiaofei Xie
, Jing Kai Siow, Lei Ma
, Guozhu Meng
, Yang Liu
:
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search. IEEE Trans. Software Eng. 49(4): 2839-2855 (2023) - [j22]Jiayang Song
, Xuan Xie
, Lei Ma
:
$\mathtt {SIEGE}$SIEGE: A Semantics-Guided Safety Enhancement Framework for AI-Enabled Cyber-Physical Systems. IEEE Trans. Software Eng. 49(8): 4058-4080 (2023) - [c93]Xuan Xie, Fuyuan Zhang, Xinwen Hu, Lei Ma:
DeepGemini: Verifying Dependency Fairness for Deep Neural Network. AAAI 2023: 15251-15259 - [c92]Da Song
, Zhijie Wang
, Yuheng Huang
, Lei Ma
, Tianyi Zhang
:
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CHI 2023: 739:1-739:17 - [c91]Zhijie Wang
, Yuheng Huang
, Da Song
, Lei Ma
, Tianyi Zhang
:
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CHI 2023: 740:1-740:20 - [c90]Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie
, Lei Ma, Jianjun Zhao:
Evading DeepFake Detectors via Adversarial Statistical Consistency. CVPR 2023: 12271-12280 - [c89]Yuguang Yang, Yu Pan, Jingjing Yin, Jiangyu Han, Lei Ma, Heng Lu:
Hybridformer: Improving Squeezeformer with Hybrid Attention and NSR Mechanism. ICASSP 2023: 1-5 - [c88]Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao:
Neural Episodic Control with State Abstraction. ICLR 2023 - [c87]Qiang Hu, Yuejun Guo, Xiaofei Xie
, Maxime Cordy, Mike Papadakis, Lei Ma, Yves Le Traon:
CodeS: Towards Code Model Generalization Under Distribution Shift. ICSE (NIER) 2023: 1-6 - [c86]Xiongfei Wu
, Jiaming Ye, Ke Chen, Xiaofei Xie
, Yujing Hu, Ruochen Huang, Lei Ma, Jianjun Zhao:
Widget Detection-based Testing for Industrial Mobile Games. ICSE-SEIP 2023: 173-184 - [c85]Jiongchi Yu
, Yuechen Wu, Xiaofei Xie
, Wei Le, Lei Ma, Yingfeng Chen, Jingyu Hu, Fan Zhang:
GameRTS: A Regression Testing Framework for Video Games. ICSE 2023: 1393-1404 - [c84]Qiang Hu, Yuejun Guo, Xiaofei Xie
, Maxime Cordy, Mike Papadakis, Lei Ma, Yves Le Traon:
Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation. ICSE 2023: 1776-1787 - [c83]Renzhi Wang
, Zhijie Wang
, Yuheng Huang, Lei Ma:
When Simulator Meets Natural Deviation: A Study on Deviations in Simulation-based ADS Testing. ISSREW 2023: 83-88 - [c82]Zhuo Li, Xiongfei Wu
, Derui Zhu, Mingfei Cheng, Siyuan Chen, Fuyuan Zhang, Xiaofei Xie
, Lei Ma, Jianjun Zhao:
Generative Model-Based Testing on Decision-Making Policies. ASE 2023: 243-254 - [c81]Yi Liu, Yuekang Li
, Gelei Deng, Felix Juefei-Xu, Yao Du, Cen Zhang, Chengwei Liu, Yeting Li, Lei Ma, Yang Liu:
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers. ASE 2023: 510-521 - [c80]Jiaming Ye, Shangzhou Xia, Fuyuan Zhang, Paolo Arcaini
, Lei Ma, Jianjun Zhao, Fuyuki Ishikawa:
QuraTest: Integrating Quantum Specific Features in Quantum Program Testing. ASE 2023: 1149-1161 - [c79]Kaifeng Huang
, Bihuan Chen
, Susheng Wu
, Junming Cao
, Lei Ma
, Xin Peng
:
Demystifying Dependency Bugs in Deep Learning Stack. ESEC/SIGSOFT FSE 2023: 450-462 - [c78]Xinyu Gao
, Zhijie Wang
, Yang Feng
, Lei Ma
, Zhenyu Chen
, Baowen Xu
:
Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities. ESEC/SIGSOFT FSE 2023: 871-882 - [c77]Fuyuan Zhang
, Xinwen Hu
, Lei Ma
, Jianjun Zhao
:
DeepRover: A Query-Efficient Blackbox Attack for Deep Neural Networks. ESEC/SIGSOFT FSE 2023: 1384-1394 - [c76]Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma:
Decompiling x86 Deep Neural Network Executables. USENIX Security Symposium 2023: 7357-7374 - [d1]Xinyu Gao
, Zhijie Wang
, Yang Feng
, Lei Ma
, Zhenyu Chen
, Baowen Xu
:
Benchmarking Robustness of AI-enabled Multi-sensor Fusion Systems: Challenges and Opportunities. Zenodo, 2023 - [i75]Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao:
Neural Episodic Control with State Abstraction. CoRR abs/2301.11490 (2023) - [i74]Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang:
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CoRR abs/2303.01576 (2023) - [i73]Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang:
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CoRR abs/2303.01577 (2023) - [i72]Yuguang Yang, Yu Pan, Jingjing Yin, Jiangyu Han, Lei Ma, Heng Lu:
HYBRIDFORMER: improving SqueezeFormer with hybrid attention and NSR mechanism. CoRR abs/2303.08636 (2023) - [i71]Deyun Lyu, Jiayang Song, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma, Jianjun Zhao:
AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions. CoRR abs/2304.05617 (2023) - [i70]Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Jianjun Zhao:
Evading DeepFake Detectors via Adversarial Statistical Consistency. CoRR abs/2304.11670 (2023) - [i69]Xuan Xie, Jiayang Song, Zhehua Zhou, Fuyuan Zhang, Lei Ma:
Mosaic: Model-based Safety Analysis Framework for AI-enabled Cyber-Physical Systems. CoRR abs/2305.03882 (2023) - [i68]Mulong Xie, Jiaming Ye, Zhenchang Xing, Lei Ma:
NiCro: Purely Vision-based, Non-intrusive Cross-Device and Cross-Platform GUI Testing. CoRR abs/2305.14611 (2023) - [i67]Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang:
Is Model Attention Aligned with Human Attention? An Empirical Study on Large Language Models for Code Generation. CoRR abs/2306.01220 (2023) - [i66]Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
Active Code Learning: Benchmarking Sample-Efficient Training of Code Models. CoRR abs/2306.01250 (2023) - [i65]Yibing Liu, Chris Xing Tian, Haoliang Li, Lei Ma, Shiqi Wang:
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization. CoRR abs/2306.02879 (2023) - [i64]Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu:
Benchmarking Robustness of AI-enabled Multi-sensor Fusion Systems: Challenges and Opportunities. CoRR abs/2306.03454 (2023) - [i63]Yu Pan, Yanni Hu, Yuguang Yang, Jixun Yao, Wen Fei, Lei Ma, Heng Lu:
GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Speech Emotion Recognition. CoRR abs/2306.07848 (2023) - [i62]Yuheng Huang, Jiayang Song, Zhijie Wang, Huaming Chen, Lei Ma:
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models. CoRR abs/2307.10236 (2023) - [i61]Zhehua Zhou, Jiayang Song, Xuan Xie, Zhan Shu, Lei Ma, Dikai Liu, Jianxiong Yin, Simon See:
Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation. CoRR abs/2308.00055 (2023) - [i60]Zhehua Zhou, Jiayang Song, Kunpeng Yao, Zhan Shu, Lei Ma:
ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning. CoRR abs/2308.13724 (2023) - [i59]Yi Liu, Yuekang Li
, Gelei Deng, Felix Juefei-Xu, Yao Du, Cen Zhang, Chengwei Liu, Yeting Li, Lei Ma, Yang Liu:
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers. CoRR abs/2308.15742 (2023) - [i58]Jiayang Song, Zhehua Zhou, Jiawei Liu, Chunrong Fang, Zhan Shu, Lei Ma:
Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics. CoRR abs/2309.06687 (2023) - [i57]Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma:
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. CoRR abs/2310.14211 (2023) - [i56]Shuangzhi Li, Lei Ma, Xingyu Li:
Domain Generalization of 3D Object Detection by Density-Resampling. CoRR abs/2311.10845 (2023) - [i55]Jiawen Wen, Dong Yuan, Lei Ma, Huaming Chen:
Code Ownership in Open-Source AI Software Security. CoRR abs/2312.10861 (2023) - 2022
- [j21]Zhuo Li, Yuechen Wu, Lei Ma, Xiaofei Xie
, Yingfeng Chen, Changjie Fan:
GBGallery : A benchmark and framework for game testing. Empir. Softw. Eng. 27(6): 140 (2022) - [j20]Xiongfei Wu
, Jinqiu Yang, Lei Ma, Yinxing Xue, Jianjun Zhao:
On the usage and development of deep learning compilers: an empirical study on TVM. Empir. Softw. Eng. 27(7): 172 (2022) - [j19]Felix Juefei-Xu
, Run Wang
, Yihao Huang
, Qing Guo
, Lei Ma
, Yang Liu
:
Countering Malicious DeepFakes: Survey, Battleground, and Horizon. Int. J. Comput. Vis. 130(7): 1678-1734 (2022) - [j18]Jiaming Ye
, Mingliang Ma, Yun Lin
, Lei Ma, Yinxing Xue
, Jianjun Zhao
:
Vulpedia: Detecting vulnerable ethereum smart contracts via abstracted vulnerability signatures. J. Syst. Softw. 192: 111410 (2022) - [j17]Feng Gao, Xiangyu Mu
, Chao Ouyang, Kai Yang, Shengchang Ji, Jie Guo, Haokun Wei, Nan Wang, Lei Ma, Biao Yang:
MLTDNet: an efficient multi-level transformer network for single image deraining. Neural Comput. Appl. 34(16): 14013-14027 (2022) - [j16]Xuhong Ren, Jianlang Chen, Felix Juefei-Xu, Wanli Xue, Qing Guo
, Lei Ma, Jianjun Zhao, Shengyong Chen:
DARTSRepair: Core-failure-set guided DARTS for network robustness to common corruptions.