Xiaodong Gu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 24

Top Topics

Query Reformulation

Semantic Representations

Question Answering

Top Venues

ESEC/SIGSOFT FSE

Publications

Nan Cui, Xiaodong Gu, Beijun Shen
Zero-Shot Code Representation Learning via Prompt Tuning. CoRR (2024)
Xuan Li, Shuai Yuan, Xiaodong Gu, Yuting Chen, Beijun Shen
Few-shot code translation via task-adapted prompt learning. J. Syst. Softw. 212 (2024)
Yuling Shi, Hongyu Zhang, Chengcheng Wan, Xiaodong Gu
Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers. CoRR (2024)
Yalan Lin, Chengcheng Wan, Shuwen Bai, Xiaodong Gu
VarGAN: Adversarial Learning of Variable Semantic Representations. IEEE Trans. Software Eng. 50 (6) (2024)
Yuetian Mao, Chengcheng Wan, Yuze Jiang, Xiaodong Gu
Self-Supervised Query Reformulation for Code Search. ESEC/SIGSOFT FSE (2023)
Shuai Zhang, Xiaodong Gu, Yuting Chen, Beijun Shen
InfeRE: Step-by-Step Regex Generation via Chain of Inference. CoRR (2023)
Yuetian Mao, Chengcheng Wan, Yuze Jiang, Xiaodong Gu
Self-Supervised Query Reformulation for Code Search. CoRR (2023)
Haoren Zhu, Hao Ge, Xiaodong Gu, Pengfei Zhao, Dik Lun Lee
Influential Recommender System. ICDE (2023)
Meng Chen, Hongyu Zhang, Chengcheng Wan, Zhao Wei, Yong Xu, Juhong Wang, Xiaodong Gu
On the Effectiveness of Large Language Models in Domain-Specific Code Generation. CoRR (2023)
Wenhui Jiang, Xiaodong Gu, Yuting Chen, Beijun Shen
DuReSE: Rewriting Incomplete Utterances via Neural Sequence Editing. Neural Process. Lett. 55 (7) (2023)
Mingsheng Jiao, Tingrui Yu, Xuan Li, Guanjie Qiu, Xiaodong Gu, Beijun Shen
On the Evaluation of Neural Code Translation: Taxonomy and Benchmark. ASE (2023)
Shuai Zhang, Xiaodong Gu, Yuting Chen, Beijun Shen
InfeRE: Step-by-Step Regex Generation via Chain of Inference. ASE (2023)
Mingsheng Jiao, Tingrui Yu, Xuan Li, Guanjie Qiu, Xiaodong Gu, Beijun Shen
On the Evaluation of Neural Code Translation: Taxonomy and Benchmark. CoRR (2023)
Guanjie Qiu, Diwei Chen, Shuai Zhang, Yitian Chai, Xiaodong Gu, Beijun Shen
Answering Software Deployment Questions via Neural Machine Reading at Scale. ASE (2022)
Shuai Yuan, Haozhe Qin, Xiaodong Gu, Beijun Shen
Clean and Learn: Improving Robustness to Spurious Solutions in API Question Answering. Int. J. Softw. Eng. Knowl. Eng. 32 (7) (2022)
Xiaodong Gu, Zhaowei Zhang, Sang-Woo Lee, Kang Min Yoo, Jung-Woo Ha
Continuous Decomposition of Granularity for Neural Paraphrase Generation. COLING (2022)
Nan Cui, Yuze Jiang, Xiaodong Gu, Beijun Shen
Zero-shot program representation learning. ICPC (2022)
Xiaodong Gu, Zhaowei Zhang, Sang-Woo Lee, Kang Min Yoo, Jung-Woo Ha
Continuous Decomposition of Granularity for Neural Paraphrase Generation. CoRR (2022)
Tingrui Yu, Xiaodong Gu, Beijun Shen
Code Question Answering via Task-Adaptive Sequence-to-Sequence Pre-training. APSEC (2022)
Nan Cui, Yuze Jiang, Xiaodong Gu, Beijun Shen
Zero-Shot Program Representation Learning. CoRR (2022)
Yitian Chai, Hongyu Zhang, Beijun Shen, Xiaodong Gu
Cross-Domain Deep Code Search with Meta Learning. ICSE (2022)
Shouliang Yang, Xiaodong Gu, Beijun Shen
Self-supervised learning of smart contract representations. ICPC (2022)
Zhaowei Zhang, Hongyu Zhang, Beijun Shen, Xiaodong Gu
Diet Code is Healthy: Simplifying Programs for Pre-Trained Models of Code. CoRR (2022)
Zhaowei Zhang, Hongyu Zhang, Beijun Shen, Xiaodong Gu
Diet code is healthy: simplifying programs for pre-trained models of code. ESEC/SIGSOFT FSE (2022)