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@article{DBLP:journals/iotj/ChenWHZD24,
author = {Yishan Chen and
Jie Wu and
Junxiao Han and
Hailiang Zhao and
Shuiguang Deng},
title = {A Game-Theoretic Approach-Based Task Offloading and Resource Pricing
Method for Idle Vehicle Devices Assisted {VEC}},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {12},
pages = {21954--21969},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2024.3381183},
doi = {10.1109/JIOT.2024.3381183},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/ChenWHZD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/smr/HanLLZCD24,
author = {Junxiao Han and
Jiakun Liu and
David Lo and
Chen Zhi and
Yishan Chen and
Shuiguang Deng},
title = {On the sustainability of deep learning projects: Maintainers' perspective},
journal = {J. Softw. Evol. Process.},
volume = {36},
number = {7},
year = {2024},
url = {https://doi.org/10.1002/smr.2645},
doi = {10.1002/SMR.2645},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/smr/HanLLZCD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/HanZLXDW24,
author = {Junxiao Han and
Jiahao Zhang and
David Lo and
Xin Xia and
Shuiguang Deng and
Minghui Wu},
title = {Understanding Newcomers' Onboarding Process in Deep Learning Projects},
journal = {{IEEE} Trans. Software Eng.},
volume = {50},
number = {3},
pages = {443--460},
year = {2024},
url = {https://doi.org/10.1109/TSE.2024.3353297},
doi = {10.1109/TSE.2024.3353297},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/HanZLXDW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/ChenHZHDY24,
author = {Yinghao Chen and
Zehao Hu and
Chen Zhi and
Junxiao Han and
Shuiguang Deng and
Jianwei Yin},
editor = {Marcelo d'Amorim},
title = {ChatUniTest: {A} Framework for LLM-Based Test Generation},
booktitle = {Companion Proceedings of the 32nd {ACM} International Conference on
the Foundations of Software Engineering, {FSE} 2024, Porto de Galinhas,
Brazil, July 15-19, 2024},
pages = {572--576},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3663529.3663801},
doi = {10.1145/3663529.3663801},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigsoft/ChenHZHDY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/0010YDI0FC024,
author = {Hao Wu and
Yue Yu and
Junxiao Deng and
Shadi Ibrahim and
Song Wu and
Hao Fan and
Ziyue Cheng and
Hai Jin},
editor = {Saurabh Bagchi and
Yiying Zhang},
title = {StreamBox: {A} Lightweight {GPU} SandBox for Serverless Inference
Workflow},
booktitle = {Proceedings of the 2024 {USENIX} Annual Technical Conference, {USENIX}
{ATC} 2024, Santa Clara, CA, USA, July 10-12, 2024},
pages = {59--73},
publisher = {{USENIX} Association},
year = {2024},
url = {https://www.usenix.org/conference/atc24/presentation/wu-hao},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/usenix/0010YDI0FC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcre/HanWLBL0D24,
author = {Junxiao Han and
Yunkun Wang and
Zhongxin Liu and
Lingfeng Bao and
Jiakun Liu and
David Lo and
Shuiguang Deng},
title = {Sustainability Forecasting for Deep Learning Packages},
booktitle = {{IEEE} International Conference on Software Analysis, Evolution and
Reengineering, {SANER} 2024, Rovaniemi, Finland, March 12-15, 2024},
pages = {981--992},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SANER60148.2024.00106},
doi = {10.1109/SANER60148.2024.00106},
timestamp = {Tue, 30 Jul 2024 11:08:59 +0200},
biburl = {https://dblp.org/rec/conf/wcre/HanWLBL0D24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02954,
author = {Xiao Bi and
Deli Chen and
Guanting Chen and
Shanhuang Chen and
Damai Dai and
Chengqi Deng and
Honghui Ding and
Kai Dong and
Qiushi Du and
Zhe Fu and
Huazuo Gao and
Kaige Gao and
Wenjun Gao and
Ruiqi Ge and
Kang Guan and
Daya Guo and
Jianzhong Guo and
Guangbo Hao and
Zhewen Hao and
Ying He and
Wenjie Hu and
Panpan Huang and
Erhang Li and
Guowei Li and
Jiashi Li and
Yao Li and
Y. K. Li and
Wenfeng Liang and
Fangyun Lin and
Alex X. Liu and
Bo Liu and
Wen Liu and
Xiaodong Liu and
Xin Liu and
Yiyuan Liu and
Haoyu Lu and
Shanghao Lu and
Fuli Luo and
Shirong Ma and
Xiaotao Nie and
Tian Pei and
Yishi Piao and
Junjie Qiu and
Hui Qu and
Tongzheng Ren and
Zehui Ren and
Chong Ruan and
Zhangli Sha and
Zhihong Shao and
Junxiao Song and
Xuecheng Su and
Jingxiang Sun and
Yaofeng Sun and
Minghui Tang and
Bingxuan Wang and
Peiyi Wang and
Shiyu Wang and
Yaohui Wang and
Yongji Wang and
Tong Wu and
Y. Wu and
Xin Xie and
Zhenda Xie and
Ziwei Xie and
Yiliang Xiong and
Hanwei Xu and
R. X. Xu and
Yanhong Xu and
Dejian Yang and
Yuxiang You and
Shuiping Yu and
Xingkai Yu and
B. Zhang and
Haowei Zhang and
Lecong Zhang and
Liyue Zhang and
Mingchuan Zhang and
Minghua Zhang and
Wentao Zhang and
Yichao Zhang and
Chenggang Zhao and
Yao Zhao and
Shangyan Zhou and
Shunfeng Zhou and
Qihao Zhu and
Yuheng Zou},
title = {DeepSeek {LLM:} Scaling Open-Source Language Models with Longtermism},
journal = {CoRR},
volume = {abs/2401.02954},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02954},
doi = {10.48550/ARXIV.2401.02954},
eprinttype = {arXiv},
eprint = {2401.02954},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-04434,
author = {DeepSeek{-}AI and
Aixin Liu and
Bei Feng and
Bin Wang and
Bingxuan Wang and
Bo Liu and
Chenggang Zhao and
Chengqi Deng and
Chong Ruan and
Damai Dai and
Daya Guo and
Dejian Yang and
Deli Chen and
Dongjie Ji and
Erhang Li and
Fangyun Lin and
Fuli Luo and
Guangbo Hao and
Guanting Chen and
Guowei Li and
Hao Zhang and
Hanwei Xu and
Hao Yang and
Haowei Zhang and
Honghui Ding and
Huajian Xin and
Huazuo Gao and
Hui Li and
Hui Qu and
J. L. Cai and
Jian Liang and
Jianzhong Guo and
Jiaqi Ni and
Jiashi Li and
Jin Chen and
Jingyang Yuan and
Junjie Qiu and
Junxiao Song and
Kai Dong and
Kaige Gao and
Kang Guan and
Lean Wang and
Lecong Zhang and
Lei Xu and
Leyi Xia and
Liang Zhao and
Liyue Zhang and
Meng Li and
Miaojun Wang and
Mingchuan Zhang and
Minghua Zhang and
Minghui Tang and
Mingming Li and
Ning Tian and
Panpan Huang and
Peiyi Wang and
Peng Zhang and
Qihao Zhu and
Qinyu Chen and
Qiushi Du and
R. J. Chen and
R. L. Jin and
Ruiqi Ge and
Ruizhe Pan and
Runxin Xu and
Ruyi Chen and
S. S. Li and
Shanghao Lu and
Shangyan Zhou and
Shanhuang Chen and
Shaoqing Wu and
Shengfeng Ye and
Shirong Ma and
Shiyu Wang and
Shuang Zhou and
Shuiping Yu and
Shunfeng Zhou and
Size Zheng and
Tao Wang and
Tian Pei and
Tian Yuan and
Tianyu Sun and
W. L. Xiao and
Wangding Zeng and
Wei An and
Wen Liu and
Wenfeng Liang and
Wenjun Gao and
Wentao Zhang and
X. Q. Li and
Xiangyue Jin and
Xianzu Wang and
Xiao Bi and
Xiaodong Liu and
Xiaohan Wang and
Xiaojin Shen and
Xiaokang Chen and
Xiaosha Chen and
Xiaotao Nie and
Xiaowen Sun},
title = {DeepSeek-V2: {A} Strong, Economical, and Efficient Mixture-of-Experts
Language Model},
journal = {CoRR},
volume = {abs/2405.04434},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.04434},
doi = {10.48550/ARXIV.2405.04434},
eprinttype = {arXiv},
eprint = {2405.04434},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-04434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-05639,
author = {Guochang Li and
Chen Zhi and
Jialiang Chen and
Junxiao Han and
Shuiguang Deng},
title = {A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Automated
Program Repair},
journal = {CoRR},
volume = {abs/2406.05639},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.05639},
doi = {10.48550/ARXIV.2406.05639},
eprinttype = {arXiv},
eprint = {2406.05639},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-05639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11931,
author = {DeepSeek{-}AI and
Qihao Zhu and
Daya Guo and
Zhihong Shao and
Dejian Yang and
Peiyi Wang and
Runxin Xu and
Y. Wu and
Yukun Li and
Huazuo Gao and
Shirong Ma and
Wangding Zeng and
Xiao Bi and
Zihui Gu and
Hanwei Xu and
Damai Dai and
Kai Dong and
Liyue Zhang and
Yishi Piao and
Zhibin Gou and
Zhenda Xie and
Zhewen Hao and
Bingxuan Wang and
Junxiao Song and
Deli Chen and
Xin Xie and
Kang Guan and
Yuxiang You and
Aixin Liu and
Qiushi Du and
Wenjun Gao and
Xuan Lu and
Qinyu Chen and
Yaohui Wang and
Chengqi Deng and
Jiashi Li and
Chenggang Zhao and
Chong Ruan and
Fuli Luo and
Wenfeng Liang},
title = {DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in
Code Intelligence},
journal = {CoRR},
volume = {abs/2406.11931},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11931},
doi = {10.48550/ARXIV.2406.11931},
eprinttype = {arXiv},
eprint = {2406.11931},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/DongWLDZZGLPSXXZZTZDLYWY23,
author = {Zehua Dong and
Junxiao Wang and
Yanxia Li and
Yunchao Deng and
Wei Zhou and
Xiaoquan Zeng and
Dexin Gong and
Jun Liu and
Jie Pan and
Renduo Shang and
Youming Xu and
Ming Xu and
Lihui Zhang and
Mengjiao Zhang and
Xiao Tao and
Yijie Zhu and
Hongliu Du and
Zihua Lu and
Liwen Yao and
Lianlian Wu and
Honggang Yu},
title = {Publisher Correction: Explainable artificial intelligence incorporated
with domain knowledge diagnosing early gastric neoplasms under white
light endoscopy},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00855-2},
doi = {10.1038/S41746-023-00855-2},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/DongWLDZZGLPSXXZZTZDLYWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/DongWLDZZGLPSXXZZTZDLYWY23a,
author = {Zehua Dong and
Junxiao Wang and
Yanxia Li and
Yunchao Deng and
Wei Zhou and
Xiaoquan Zeng and
Dexin Gong and
Jun Liu and
Jie Pan and
Renduo Shang and
Youming Xu and
Ming Xu and
Lihui Zhang and
Mengjiao Zhang and
Xiao Tao and
Yijie Zhu and
Hongliu Du and
Zihua Lu and
Liwen Yao and
Lianlian Wu and
Honggang Yu},
title = {Explainable artificial intelligence incorporated with domain knowledge
diagnosing early gastric neoplasms under white light endoscopy},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00813-y},
doi = {10.1038/S41746-023-00813-Y},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/DongWLDZZGLPSXXZZTZDLYWY23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/WuDFIWJ23,
author = {Hao Wu and
Junxiao Deng and
Hao Fan and
Shadi Ibrahim and
Song Wu and
Hai Jin},
title = {QoS-Aware and Cost-Efficient Dynamic Resource Allocation for Serverless
{ML} Workflows},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2023, St. Petersburg, FL, USA, May 15-19, 2023},
pages = {886--896},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IPDPS54959.2023.00093},
doi = {10.1109/IPDPS54959.2023.00093},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/WuDFIWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ase/ZhiDHY22,
author = {Chen Zhi and
Shuiguang Deng and
Junxiao Han and
Jianwei Yin},
title = {Towards automatic detection and prioritization of pre-logging overhead:
a case study of hadoop ecosystem},
journal = {Autom. Softw. Eng.},
volume = {29},
number = {1},
pages = {11},
year = {2022},
url = {https://doi.org/10.1007/s10515-021-00317-7},
doi = {10.1007/S10515-021-00317-7},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ase/ZhiDHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/HanD0ZY021,
author = {Junxiao Han and
Shuiguang Deng and
David Lo and
Chen Zhi and
Jianwei Yin and
Xin Xia},
title = {An Empirical Study of the Landscape of Open Source Projects in Baidu,
Alibaba, and Tencent},
booktitle = {43rd {IEEE/ACM} International Conference on Software Engineering:
Software Engineering in Practice, {ICSE} {(SEIP)} 2021, Madrid, Spain,
May 25-28, 2021},
pages = {298--307},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICSE-SEIP52600.2021.00039},
doi = {10.1109/ICSE-SEIP52600.2021.00039},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/HanD0ZY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01590,
author = {Junxiao Han and
Shuiguang Deng and
David Lo and
Chen Zhi and
Jianwei Yin and
Xin Xia},
title = {An Empirical Study of the Landscape of Open Source Projects in Baidu,
Alibaba, and Tencent},
journal = {CoRR},
volume = {abs/2103.01590},
year = {2021},
url = {https://arxiv.org/abs/2103.01590},
eprinttype = {arXiv},
eprint = {2103.01590},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/HanSWDX20,
author = {Junxiao Han and
Emad Shihab and
Zhiyuan Wan and
Shuiguang Deng and
Xin Xia},
title = {What do Programmers Discuss about Deep Learning Frameworks},
journal = {Empir. Softw. Eng.},
volume = {25},
number = {4},
pages = {2694--2747},
year = {2020},
url = {https://doi.org/10.1007/s10664-020-09819-6},
doi = {10.1007/S10664-020-09819-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/HanSWDX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsec/ZhiYHD20,
author = {Chen Zhi and
Jianwei Yin and
Junxiao Han and
Shuiguang Deng},
title = {A Preliminary Study on Sensitive Information Exposure Through Logging},
booktitle = {27th Asia-Pacific Software Engineering Conference, {APSEC} 2020, Singapore,
December 1-4, 2020},
pages = {470--474},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/APSEC51365.2020.00058},
doi = {10.1109/APSEC51365.2020.00058},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apsec/ZhiYHD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsm/HanD0ZY020,
author = {Junxiao Han and
Shuiguang Deng and
David Lo and
Chen Zhi and
Jianwei Yin and
Xin Xia},
title = {An Empirical Study of the Dependency Networks of Deep Learning Libraries},
booktitle = {{IEEE} International Conference on Software Maintenance and Evolution,
{ICSME} 2020, Adelaide, Australia, September 28 - October 2, 2020},
pages = {868--878},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICSME46990.2020.00116},
doi = {10.1109/ICSME46990.2020.00116},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icsm/HanD0ZY020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/HanDXWY19,
author = {Junxiao Han and
Shuiguang Deng and
Xin Xia and
Dongjing Wang and
Jianwei Yin},
editor = {Vladimir Getov and
Jean{-}Luc Gaudiot and
Nariyoshi Yamai and
Stelvio Cimato and
J. Morris Chang and
Yuuichi Teranishi and
Ji{-}Jiang Yang and
Hong Va Leong and
Hossain Shahriar and
Michiharu Takemoto and
Dave Towey and
Hiroki Takakura and
Atilla El{\c{c}}i and
Susumu Takeuchi and
Satish Puri},
title = {Characterization and Prediction of Popular Projects on GitHub},
booktitle = {43rd {IEEE} Annual Computer Software and Applications Conference,
{COMPSAC} 2019, Milwaukee, WI, USA, July 15-19, 2019, Volume 1},
pages = {21--26},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/COMPSAC.2019.00013},
doi = {10.1109/COMPSAC.2019.00013},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compsac/HanDXWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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