朱君鹏

ℹ️ 个人简介

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学院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，曾任职于国内外知名数据库公司 (VMware, PingCAP等)。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。

💡 研究方向

📝 学术成果

In Submission

• [17]Wei Cao, Rachid Hedjam, Bessam Abdulrazak, Jun-Peng Zhu*. Poly-WaveGC: A Generalized Spectral Wavelet Graph Convolution Network with Adaptive Orthogonal Polynomials. In Submission
• [16] Qian Jia, Jun-Peng Zhu*, Peng Cai, Kai Xu, Li Li, Yishen Sun, Xuan Zhou, Liu Tang, and Qi Liu. Towards Automated Multimodal Exploratory Data Analysis through Large Language Models. In Submission

2026

• [15] 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. SIGMOD 2026, CCF-A
• [14]Pinshan Cao, Peng Cai, Xuan Zhou, Jun-Peng Zhu*, Kecheng Luo, Sijia Li, Quanqing Xu, Chuanhui Yang. Automatic Parameter Tuning for Compaction in LSM-Tree based Databases. ICDE 2026, CCF-A
• [13]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

2025

• [12] 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
• [11] 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
• [10] 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
• [9] 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
• [8] Wei Cao, Rachid Hedjam, Bessam Abdulrazak, Jun-Peng Zhu*. A Hierarchical Wavelet Bispectrum Framework for Automated Seizure Detection. IEEE BDDM 2025 Best Paper Award 🏆
• [7] 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
• [6] 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

2024

• [5] 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
• [4] 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
• [3] 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
• [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

• 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

📚开授课程

• 人工智能导论

🤝学术服务

• IEEE Transactions on Knowledge and Data Engineering 2025 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

🏆奖励荣誉

• 华东师范大学校长奖学金（华东师范大学研究生最高荣誉奖学金）, 2025

• 博士研究生企业一等奖学金, 2025

• 华东师范大学优秀学生干部, 2025

• IEEE BDDM 最佳论文奖、最佳分论坛组织奖、最佳主持人奖, 2025

• PingCAP 第十届全球黑客马拉松大赛（产品创新赛道）一等奖, 2025

• 博士研究生国家奖学金, 2024

• VMware 全球黑客马拉松大赛铜牌, 2022