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Ge Li
Ge Li
Full Professor of Computer Science, Peking University
Verified email at pku.edu.cn
Title
Cited by
Cited by
Year
Convolutional neural networks over tree structures for programming language processing
L Mou, G Li, L Zhang, T Wang, Z Jin
Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016
949*2016
Classifying relations via long short term memory networks along shortest dependency paths
Y Xu, L Mou, G Li, Y Chen, H Peng, Z Jin
Proceedings of the 2015 conference on empirical methods in natural language …, 2015
8202015
Deep code comment generation
X Hu, G Li, X Xia, D Lo, Z Jin
Proceedings of the 26th conference on program comprehension, 200-210, 2018
7012018
Codexglue: A machine learning benchmark dataset for code understanding and generation
S Lu, D Guo, S Ren, J Huang, A Svyatkovskiy, A Blanco, C Clement, ...
arXiv preprint arXiv:2102.04664, 2021
5822021
Natural language inference by tree-based convolution and heuristic matching
L Mou, R Men, G Li, Y Xu, L Zhang, R Yan, Z Jin
arXiv preprint arXiv:1512.08422, 2015
3982015
How transferable are neural networks in nlp applications?
L Mou, Z Meng, R Yan, G Li, Y Xu, L Zhang, Z Jin
arXiv preprint arXiv:1603.06111, 2016
3602016
Summarizing source code with transferred api knowledge
X Hu, G Li, X Xia, D Lo, S Lu, Z Jin
3002018
Sequence to backward and forward sequences: A content-introducing approach to generative short-text conversation
L Mou, Y Song, R Yan, G Li, L Zhang, Z Jin
arXiv preprint arXiv:1607.00970, 2016
2852016
Improved relation classification by deep recurrent neural networks with data augmentation
Y Xu, R Jia, L Mou, G Li, Y Chen, Y Lu, Z Jin
arXiv preprint arXiv:1601.03651, 2016
2762016
Detecting code clones with graph neural network and flow-augmented abstract syntax tree
W Wang, G Li, B Ma, X Xia, Z Jin
2020 IEEE 27th International Conference on Software Analysis, Evolution and …, 2020
2642020
Deep code comment generation with hybrid lexical and syntactical information
X Hu, G Li, X Xia, D Lo, Z Jin
Empirical Software Engineering 25, 2179-2217, 2020
2392020
Code generation as a dual task of code summarization
B Wei, G Li, X Xia, Z Fu, Z Jin
Advances in neural information processing systems 32, 2019
2162019
Building program vector representations for deep learning
H Peng, L Mou, G Li, Y Liu, L Zhang, Z Jin
Knowledge Science, Engineering and Management: 8th International Conference …, 2015
207*2015
Multi-task learning based pre-trained language model for code completion
F Liu, G Li, Y Zhao, Z Jin
Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020
1652020
Discriminative neural sentence modeling by tree-based convolution
L Mou, H Peng, G Li, Y Xu, L Zhang, Z Jin
arXiv preprint arXiv:1504.01106, 2015
1592015
Neural detection of semantic code clones via tree-based convolution
H Yu, W Lam, L Chen, G Li, T Xie, Q Wang
2019 IEEE/ACM 27th International Conference on Program Comprehension (ICPC …, 2019
1442019
A grammar-based structural cnn decoder for code generation
Z Sun, Q Zhu, L Mou, Y Xiong, G Li, L Zhang
Proceedings of the AAAI conference on artificial intelligence 33 (01), 7055-7062, 2019
1332019
Modeling and analyzing the reliability and cost of service composition in the IoT: A probabilistic approach
L Li, Z Jin, G Li, L Zheng, Q Wei
2012 IEEE 19th International Conference on Web Services, 584-591, 2012
1182012
Retrieve and refine: exemplar-based neural comment generation
B Wei, Y Li, G Li, X Xia, Z Jin
Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020
1092020
Self-collaboration code generation via chatgpt
Y Dong, X Jiang, Z Jin, G Li
arXiv preprint arXiv:2304.07590, 2023
1012023
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