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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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