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MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities


Aug 28, 2022
Hoang H. Nguyen, Nhat-Minh Nguyen, Chunyao Xie, Zahra Ahmadi, Daniel Kudendo, Thanh-Nam Doan, Lingxiao Jiang

* Accepted at the 9th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2022 - Research Track) 

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Investigating Math Word Problems using Pretrained Multilingual Language Models


May 19, 2021
Minghuan Tan, Lei Wang, Lingxiao Jiang, Jing Jiang


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InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees


Dec 15, 2020
Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang

* Accepted at ICSE 2021 

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Learning Distributed Representations of Code Snippets from Unlabeled Data


Dec 13, 2020
Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang


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TreeCaps: Tree-Based Capsule Networks for Source Code Processing


Sep 05, 2020
Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang


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On the Generalizability of Neural Program Analyzers with respect to Semantic-Preserving Program Transformations


Jul 31, 2020
Md. Rafiqul Islam Rabin, Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang, Mohammad Amin Alipour

* arXiv admin note: substantial text overlap with arXiv:2004.07313 

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TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing


Oct 27, 2019
Vinoj Jayasundara, Nghi Duy Quoc Bui, Lingxiao Jiang, David Lo

* in NeurIPS Workshop on ML for Systems, 2019 

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SAR: Learning Cross-Language API Mappings with Little Knowledge


Jun 10, 2019
Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang

* Accepted at the 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) 

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Hierarchical Learning of Cross-Language Mappings through Distributed Vector Representations for Code


Mar 13, 2018
Nghi D. Q. Bui, Lingxiao Jiang

* Accepted at ICSE'18 

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Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural Networks


Nov 29, 2017
Nghi D. Q. Bui, Lingxiao Jiang, Yijun Yu

* Accepted at NL4SE Workshop, AAAI'18 

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