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裴昶華
裴昶華
碩士生導師
崗位:副研究員
職務:
所屬部門:科技云運行與技術發(fā)展部
學歷:博士研究生
郵箱:chpei@cnic.cn
通訊地址:
學科專業(yè)(學術型/專業(yè)型):計算機應用技術/計算機技術
招生方向:
智能運維AIOps、AI4Networking、機器學習
承擔科研項目等情況
承擔中國科學院“十四五”科教基礎設施建設專項智能運管項目,國家自然科學基金青年科學基金項目,國家重點研發(fā)計劃青年科學家項目多模態(tài)網絡與通信實驗驗證和平臺建設項目。在國內外頂級會議及期刊發(fā)表論文18篇,Google Scholar總引用(截止2023年06月29日),引用量1718,h-index為12。其中RecSys 2019論文獲得Best Paper Honorable Mention Award, INFOCOM 2017論文被MIT Technology Review 和Hacker News等科技媒體報道。
代表論著

在國內外頂級會議及期刊發(fā)表論文17篇,Google Scholar總引用(截止20221111日),引用量1228,h-index11。其中RecSys 2019論文獲得Best Paper Honorable Mention Award, INFOCOM 2017論文被MIT Technology Review Hacker News等科技媒體報道。

[1] Qingyang Yu, Changhua Pei(通訊作者), Bowen Hao, Mingjie Li, Zeyan Li, Shenglin Zhang, Xianglin Lu, Rui Wang, Jiaqi Li, Zhenyu Wu, Dan Pei. CMDiagnostor: An Ambiguity-Aware Root Cause Localization Approach Based on Call Metric Data. The World Wide Web Conference. (WWW 2023)

[2] Ruohan Zhan, Changhua Pei, Qiang Su, Jianfeng Wen, Xueliang Wang, Guanyu Mu, Dong Zheng, Peng Jiang, Kun Gai, Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation. (SIGKDD 2022)

[3] Changhua Pei, Xinru Yang, Qing Cui, Xiao Lin, Fei Sun, Peng Jiang, Wenwu Ou and YongfengZhang. “Value-aware Recommendation based on Reinforcement Profit Maximization”, The WorldWide Web Conference (WWW 2019), 13-17 May 2019. San Francisco, USA.

[4] Changhua Pei, Youjian Zhao, Guo Chen, Ruming Tang, Yuan Meng, Minghua Ma, Ken Ling and DanPei. “WiFi can Be the Weakest Link of Round Trip Network Latency”, in Proceedings of IEEEInternational Conference on Computer Communications (INFOCOM), 10-15 April 2016, SanFrancisco, USA.

[5] Changhua Pei, Zhi Wang, Youjian Zhao, Zihan Wang, Yuan Meng, Dan Pei, Yuanquan Peng,Wenliang Tang, Xiaodong Qu. “Why it Takes so Long to Connect to a WiFi Access Point”, in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 1-4 May2017, Atlanta, Georgia, USA. [MIT Technology Review 和Hacker News報道]

[6] Changhua Pei, Youjian Zhao, Yunxin Liu, Kun Tan, Jiansong Zhang, Yuan Meng and Dan Pei.“Latency-Based WiFi Congestion Control in the Air for Dense WiFi Networks”. International Symposium on Quality and Service (IWQoS), 14-16 June 2017, Barcelona, Spain.

[7] Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Wenwu Ou, Dan Pei. Personalized Context-aware Re-ranking for E-commerce Recommender Systems.(RecSys 2019.)

[8] Xiao Lin, Hongjie Chen, Changhua Pei, Fei Sun, Xuanji Xiao, Hanxiao Sun, Yongfeng Zhang, Wenwu Ou, Peng Jiang. A pareto-efficient algorithm for multiple objective optimization in e-commerce recommendation. Proceedings of the 13th ACM Conference on recommender systems. (RecSys 2019) [Best Paper Honorable Mention]

[9] 裴丹,張圣林,裴昶華,“基于機器學習的智能運維”, 中國計算機學會通訊,第13卷,第12期,2017.12月,p68-73.

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