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姓 名:朱君鹏
职 称:副教授
系 所:数据科学与工程系
办公室:1203
邮 箱:zjp.dase(at)baccaratguide.net (or) zjp.dase(at)stu.ecnu.edu.cn
基本信息 朱君鹏,博士,副教授。博士毕业于华东师范大学数据科学与工程百家乐规则 数据科学与工程专业。博士期间,入选教育部与工业和信息化部联合支持的“国家关键软件高层次人才博士生专项”,研究方向为当代数据管理系统。具备丰富的产业界研发经验,曾任职于 VMware Greenplum 数据库团队与 PingCAP TiDB 云平台团队。在SIGMOD、VLDB、ICDE等数据管理领域的国际顶级数据库会议 (CCF-A) 上发表论文十余篇,同时担任多个顶级国际学术会议和期刊的审稿人,个人学术主页: //abcdabcd3899.github.io/。
研究方向与招生信息 -
我正在寻找具有高度上进心与自驱力的学生,研究方向聚焦当代数据管理系统,具体包括:
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自动化数据分析: TiInsight (PVLDB'25), UNITQA (SIGMOD'25), Chat2Query (ICDE'24), AutoTQA (PVLDB'24)
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分布式数据库系统: RedTAO (SIGMOD'25), SylphDB (ICDE'25), FDBKeeper (PVLDB'25), HAWK (PVLDB'25), AETS (ICDE'24)
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自治数据管理系统: ESTune (SIGMOD'26), MODT (DASFAA'24), AutoTable (WISE'24)
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如果你感兴趣,请随时给我发邮件。我也愿意听取你可能有的其他想法!我们能够提供与中国数据库头部企业合作的宝贵机会!
学术成果 [14] Jun-Peng Zhu, Boyan Niu, Peng Cai, Zheming Ni, Kai Xu, Xuan Zhou, Liu Tang, and Qi Liu. TiInsight: A SQL-based Automated Exploratory Data Analysis System through Large Language Models. arxiv In Submission
[13] Jun-Peng Zhu, Lingfeng Zhang, Peng Cai, Xuan Zhou, Peisen Zhao, Xue Wang, Linpeng Tang. FDBKeeper: Enabling Scalable Coordination Services for Metadata Management using Distributed Key-Value Databases. PVLDB 2025, CCF-A 中国信通院报道
[12] Jun-Peng Zhu, Boyan Niu, Peng Cai, Zheming Ni, Jianwei Wan, Kai Xu, Xuan Zhou, Liu Tang, and Qi Liu. Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models. PVLDB 2025, CCF-A 中国信通院报道 PingCAP公司报道
[11] Jun-Peng Zhu, Peng Cai, Kai Xu, Li Li, Yishen Sun, Shuai Zhou, Haihuang Su, Liu Tang, and Qi Liu. UNITQA: A Unified Automated Tabular Question Answering System with Multi-Agent Large Language Models. SIGMOD 2025, CCF-A PingCAP公司报道
[10] Jun-Peng Zhu, Zhiwei Ye, Xiaolong He, Peng Cai, Xuan Zhou, Aoying Zhou, Dunbo Cai, Ling Qian, Kai Xu, Liu Tang, and Qi Liu. SylphDB: An Active and Adaptive LSM Engine for Update-Intensive Workloads. ICDE 2025, CCF-A
[9] Jun-Peng Zhu, Peng Cai, Kai Xu, Li Li, Yishen Sun, Shuai Zhou, Haihuang Su, Liu Tang, and Qi Liu. AutoTQA: Towards Autonomous Tabular Question Answering through Multi-Agent Large Language Models. PVLDB 2024, CCF-A 中国信通院报道
[8] Jun-Peng Zhu, Zhiwei Ye, Peng Cai, Donghui Wang, Fengyan Zhang, Dunbo Cai, and Ling Qian. Log Replaying for Real-Time HTAP: An Adaptive Epoch-Based Two-Stage Framework. ICDE 2024, CCF-A
[7] Jun-Peng Zhu, Peng Cai, Boyan Niu, Zheming Ni, Kai Xu, Jiajun Huang, Jianwei Wan, Bing Wang, Donghui Zhang, Liu Tang, and Qi Liu. Chat2Query: A Zero-Shot Automatic Exploratory Data Analysis System with Large Language Models. ICDE 2024, CCF-A PingCAP公司报道
[6] Wei Cao, Rachid Hedjam, Bessam Abdulrazak, Jun-Peng Zhu∗. A Hierarchical Wavelet Bispectrum Framework for Automated Seizure Detection. IEEE BDDM 2025, Best Paper Award 🏆
[5] Zhongwei Yue, Jun-Peng Zhu, Peng Cai, Xuan Zhou, Quanqing Xu, Chuanhui Yang. ESTune: Bayesian Uncertainty-Guided Early Stopping for Database Configuration Tuning. SIGMOD 2026, CCF-A
[4] Rongrong Zhang, Zhiwei Ye, Jun-Peng Zhu, Peng Cai, Xuan Zhou, Dunbo Cai, and Ling Qian. HAWK: A Workload-driven Hierarchical Deadlock Detection Approach in Distributed Database System. PVLDB 2025, CCF-A
[3] Shihao Zhou, Qi Mao, Yi Cheng, Hongcheng Qi, Yilun Huang, Peng Cai, and Jun-Peng Zhu. RedTAO: A Trillion-edge High-throughput Graph Store. SIGMOD 2025, CCF-A
[2] Kecheng Luo, Jun-Peng Zhu, Peng Cai, Aoying Zhou. MODT: Multi-Objective Database Tuner using Hierarchical Reinforcement Learning. DASFAA 2024, CCF-B
[1] Shanshan Huang, Jun-Peng Zhu, Fengyan Zhang, Peng Cai, and Qiwen Dong. AutoTable: Effective and Efficient Automated Feature Transformation Framework for Tabular Data. WISE 2024, CCF-C
科研项目 国家关键软件高层次人才博士生专项“基于大语言模型的自动化数据分析”, 2022-2025, 参与 PingCAP公司报道
国家自然科学基金联合基金重点项目“云原生数据库弹性伸缩关键技术”, 2022-2025, 参与
社会兼职 IEEE Transactions on Knowledge and Data Engineering 审稿人
EuroSys 2026 审稿人
International Conference on Database Systems for Advanced Applications (DASFAA 2024/2025/2026) 审稿人
2025 IEEE BDDM 分论坛主席、审稿人
ACM International Conference on Information and Knowledge Management (CIKM 2024) 审稿人
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//abcdabcd3899.github.io/