Search Results for author: Gong Chen

Found 7 papers, 2 papers with code

Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization

no code implementations19 Sep 2024 Chunying Zhou, Xiaoyuan Xie, Gong Chen, Peng He, Bing Li

Most studies focused on information retrieval-based techniques for fault localization, which built representations for bug reports and source code files and matched their semantic vectors through similarity measurement.

Contrastive Learning Fault localization +3

LLMs for Coding and Robotics Education

no code implementations9 Feb 2024 Peng Shu, Huaqin Zhao, Hanqi Jiang, Yiwei Li, Shaochen Xu, Yi Pan, Zihao Wu, Zhengliang Liu, Guoyu Lu, Le Guan, Gong Chen, Xianqiao Wang Tianming Liu

To teach young children how to code and compete in robot challenges, large language models are being utilized for robot code explanation, generation, and modification.

Code Generation Explanation Generation

Physical-layer Adversarial Robustness for Deep Learning-based Semantic Communications

no code implementations12 May 2023 Guoshun Nan, Zhichun Li, Jinli Zhai, Qimei Cui, Gong Chen, Xin Du, Xuefei Zhang, Xiaofeng Tao, Zhu Han, Tony Q. S. Quek

We argue that central to the success of ESC is the robust interpretation of conveyed semantics at the receiver side, especially for security-critical applications such as automatic driving and smart healthcare.

Adversarial Robustness Semantic Communication

SSN: Stockwell Scattering Network for SAR Image Change Detection

no code implementations22 Apr 2023 Gong Chen, Yanan Zhao, Yi Wang, Kim-Hui Yap

Recently, synthetic aperture radar (SAR) image change detection has become an interesting yet challenging direction due to the presence of speckle noise.

Change Detection Computational Efficiency

Can Machines Generate Personalized Music? A Hybrid Favorite-aware Method for User Preference Music Transfer

1 code implementation21 Jan 2022 Zhejing Hu, Yan Liu, Gong Chen, Yongxu Liu

User preference music transfer (UPMT) is a new problem in music style transfer that can be applied to many scenarios but remains understudied.

Music Style Transfer Style Transfer

Ensemble Enabled Weighted PageRank

no code implementations19 Apr 2016 Luo Dongsheng, Gong Chen, Hu Renjun, Duan Liang, Ma Shuai

Our approach is called Ensemble enabled Weighted PageRank (EWPR).

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