Search Results - "Han, Junxiao"

What do Programmers Discuss about Deep Learning Frameworks by Han, Junxiao, Shihab, Emad, Wan, Zhiyuan, Deng, Shuiguang, Xia, Xin

“…Deep learning has gained tremendous traction from the developer and researcher communities. It plays an increasingly significant role in a number of…”
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Priority-based DAG task offloading and secondary resource allocation in IoT edge computing environments by Chen, Yishan, Luo, Xiansong, Liang, Peng, Han, Junxiao, Xu, Zhonghui

“…With the development of IoT, the concept of intelligent services has gradually come to the fore. Intelligent services usually involve a large number of…”
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Understanding Newcomers' Onboarding Process in Deep Learning Projects by Han, Junxiao, Zhang, Jiahao, Lo, David, Xia, Xin, Deng, Shuiguang, Wu, Minghui

“…Attracting and retaining newcomers are critical for the sustainable development of Open Source Software (OSS) projects. Considerable efforts have been made to…”
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A Game-Theoretic Approach-Based Task Offloading and Resource Pricing Method for Idle Vehicle Devices Assisted VEC by Chen, Yishan, Wu, Jie, Han, Junxiao, Zhao, Hailiang, Deng, Shuiguang

“…Vehicle edge computing (VEC), as an emerging computing paradigm, aims to achieve the high efficiencies and quality of service by distributing computation tasks…”
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Towards automatic detection and prioritization of pre-logging overhead: a case study of hadoop ecosystem by Zhi, Chen, Deng, Shuiguang, Han, Junxiao, Yin, Jianwei

“…The pre-logging overhead refers to the overhead produced by pre-logging statements (PLS), which are used to construct the parameters of logging calls. In…”
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On the sustainability of deep learning projects: Maintainers' perspective by Han, Junxiao, Liu, Jiakun, Lo, David, Zhi, Chen, Chen, Yishan, Deng, Shuiguang

“…Deep learning (DL) techniques have grown in leaps and bounds in both academia and industry over the past few years. Despite the growth of DL projects, there…”
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A Preliminary Study on Sensitive Information Exposure Through Logging by Zhi, Chen, Yin, Jianwei, Han, Junxiao, Deng, Shuiguang

“…Logging is a common practice to collect valuable runtime information about software systems. However, information written to log files can be sensitive and…”
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An Empirical Study of the Landscape of Open Source Projects in Baidu, Alibaba, and Tencent by Han, Junxiao, Deng, Shuiguang, Lo, David, Zhi, Chen, Yin, Jianwei, Xia, Xin

“…Open source software has drawn more and more attention from researchers, developers and companies nowadays. Meanwhile, many Chinese technology companies are…”
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Exploring Parameter-Efficient Fine-Tuning of Large Language Model on Automated Program Repair by Li, Guochang, Zhi, Chen, Chen, Jialiang, Han, Junxiao, Deng, Shuiguang

“…Automated Program Repair (APR) aims to fix bugs by generating patches. And existing work has demonstrated that "pre-training and fine-tuning" paradigm enables…”
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Mechanism and countermeasures of abandoned roadway collapse in three-roadway stope mining one side pillar by HAN Shuyi, YANG Shuangsuo, BAI Yunlong, MA Jinmin, SHI Jinsong, HAN Junxiao, CHENG Lingyu

“…In order to find out the reason of large area roof cutting and caving in abandoned roadway during the mode of mining one side pillar and three-roadway…”
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An Empirical Study of the Dependency Networks of Deep Learning Libraries by Han, Junxiao, Deng, Shuiguang, Lo, David, Zhi, Chen, Yin, Jianwei, Xia, Xin

“…Deep Learning techniques have been prevalent in various domains, and more and more open source projects in GitHub rely on deep learning libraries to implement…”
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Characterization and Prediction of Popular Projects on GitHub by Han, Junxiao, Deng, Shuiguang, Xia, Xin, Wang, Dongjing, Yin, Jianwei

“…GitHub is a large and popular open source project platform, which hosts various open source projects. Despite the prevalence of GitHub platform, not every…”
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Sustainability Forecasting for Deep Learning Packages by Han, Junxiao, Wang, Yunkun, Liu, Zhongxin, Bao, Lingfeng, Liu, Jiakun, Lo, David, Deng, Shuiguang

“…Deep Learning (DL) technologies have been widely adopted to tackle various tasks. In this process, through software dependencies, a multi-layer DL supply chain…”
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ChatUniTest: A Framework for LLM-Based Test Generation by Chen, Yinghao, Hu, Zehao, Zhi, Chen, Han, Junxiao, Deng, Shuiguang, Yin, Jianwei

“…Unit testing is an essential yet frequently arduous task. Various automated unit test generation tools have been introduced to mitigate this challenge…”
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An Empirical Study of the Landscape of Open Source Projects in Baidu, Alibaba, and Tencent by Han, Junxiao, Deng, Shuiguang, Lo, David, Zhi, Chen, Yin, Jianwei, Xia, Xin

“…Open source software has drawn more and more attention from researchers, developers and companies nowadays. Meanwhile, many Chinese technology companies are…”
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Attributed Community Search in Dynamic Networks by Zhang, Jiahao, Han, Kai, Han, Junxiao, Li, Feiyang, Li, Shasha

“…Recently, community search has been studied a lot. Given a query vertex in a graph, the problem is to find a meaningful community that contains the vertex. It…”
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