Collaborated with:Y.L.0003 X.Xie J.Zhao Y.L.0008 X.Du Q.Hu T.Su B.Yu H.Chen Q.Guo S.Chen H.Liu X.Li Y.Zheng C.Fan J.Hao Z.Meng R.Shen Y.Chen F.Juefei-Xu F.Zhang J.Sun M.Xue B.L.0026 C.Chen L.L.0029 Y.Wang
Talks about:deep (8) learn (5) framework (3) system (3) test (3) quantit (2) network (2) analysi (2) neural (2) mutat (2)
Person: Lei Ma 0003
DBLP: 0003:Lei_Ma
Contributed to:
20182019
2019Wrote 7 papers:
- ASE-2018-MaJZSXLCSLLZW #learning #multi #named #testing
- DeepGauge: multi-granularity testing criteria for deep learning systems (LM0, FJX, FZ, JS, MX, BL0, CC, TS, LL0, YL0, JZ, YW), pp. 120–131.
- ASE-2019-DuX000Z #analysis #framework #network
- A Quantitative Analysis Framework for Recurrent Neural Network (XD, XX, YL0, LM0, YL0, JZ), pp. 1062–1065.
- ASE-2019-GuoCXMHLLZL #deployment #development #empirical #framework #learning #platform #towards
- An Empirical Study Towards Characterizing Deep Learning Development and Deployment Across Different Frameworks and Platforms (QG, SC, XX, LM0, QH, HL, YL0, JZ, XL), pp. 810–822.
- ASE-2019-Hu0XY0Z #framework #learning #mutation testing #testing
- DeepMutation++: A Mutation Testing Framework for Deep Learning Systems (QH, LM0, XX, BY, YL0, JZ), pp. 1158–1161.
- ASE-2019-XieCLM0Z #fuzzing #network
- Coverage-Guided Fuzzing for Feedforward Neural Networks (XX, HC, YL0, LM0, YL0, JZ), pp. 1162–1165.
- ASE-2019-ZhengFXS0HMLSC #automation #game studies #learning #named #online #testing #using
- Wuji: Automatic Online Combat Game Testing Using Evolutionary Deep Reinforcement Learning (YZ, CF, XX, TS, LM0, JH, ZM, YL0, RS, YC), pp. 772–784.
- ESEC-FSE-2019-DuXLM0Z #analysis #learning #modelling #named
- DeepStellar: model-based quantitative analysis of stateful deep learning systems (XD, XX, YL0, LM0, YL0, JZ), pp. 477–487.