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卢卫
卢卫,中国人民大学吴玉章特聘教授,博导,中国计算机学会数据库专委执行委员,全国大学生计算机系统能力大赛数据库赛道技术负责人。近年来主要从事数据库基础理论、分布式数据库系统、数据治理等相关领域研究,在SIGMOD、VLDB、VLDB J等国际知名会议和期刊上发表论文60余篇,曾主持国家重点研发计划课题、国家自然科学基金面上、北京市重大专项课题等多个国家级或省部级项目。卢卫教授的研究注重成果落地,长期与数据库领域的头部企业保持紧密合作,多项研究成果已落地到实际的数据库产品中。主讲的课程《数据库系统概论》获得国家级线上线下混合式一流本科课程和国家级线上一流本科课程。曾获北京市高等教育教学成果一等奖、深圳市科技进步一等奖、首届华为云难题“火花奖”、微软亚洲研究院青年教师铸星计划、中国计算机学会优秀博士学位论文奖,指导学生多次入选“腾讯犀牛鸟精英人才培养计划”,多次获得NDBC萨师煊优秀学生论文奖。

个人主页:info.ruc.edu.cn,academic_professor.php?teacher_id=29

电子邮箱:lu-wei@ruc.edu.cn

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教育经历
博士后 新加坡国立大学 2011.7 - 2014.8
博士 中国人民大学 2006.9 - 2011.7
硕士 中国地质大学(北京) 2003.9 - 2006.7
本科 中国地质大学(北京) 1999.9 - 2003.7
工作经历
2021.8 - 至今 中国人民大学 教授
2014.8 - 2021.8中国人民大学 副教授
2011.7 - 2014.8 新加坡国立大学 博士后
2010.6 - 2010.12 新加坡国立大学 研究助理
2007.12 - 2008.12 澳大利亚昆士兰大学 研究助理
研究方向
分布式数据库
大数据管理与分析
讲授课程
《数据库系统概论》
《数据库系统实现》
《云计算与分布式系统》
科研项目
1. 代表性纵向项目
(1)国家重点研发计划课题,面向跨域政务应用的数据治理体系与治理工具,2020.10-2023.9,负责人
(2)国家自然科学基金面上项目,面向混合OLTP和OLAP的分布式图数据库技术研究,2020.01-2023.12,负责人
(3)国家重点研发计划,“高时效、 可扩展的大数据计算模型、 优化技术与系统(共性关键技术类)”,2018.6-2021.5,子课题负责人
(4)北京市重大专项课题——“大数据共享融合关键技术研发及政务治理验证”(人大负责人),2018.4-2020.4
(5)国家自然科学青年基金项目,云计算环境下基于图模型的海量RDF数据管理关键技术研究, 22万,2016年1月 - 2018年12月 (项目负责人)
2. 代表性横向项目
(1)基于TDSQL的分布式读事务处理研究与系统构建,腾讯,负责人
(2)面向TDSQL的分布式事务处理关键技术研究与优化,腾讯,负责人
(3)面向TDSQL的分布式读事务策略优化技术研究,腾讯,负责人
科研成果

2026年——————————————

[1] TDSQL-Boundless: A Distributed Database System for Large-scale Heterogeneous Multi-Table Workloads, Yuxing Chen, Jie Jiang, Xiaolong He, Ziyi Lu, Shuo Han, Anqun Pan, Chong Zhu, Chang Liu, Xuan Zhao, Yu Li, Yan Tang, Dongzhi Zhao, Wen Zhang, Hailin Lei, Lixiong Zheng, Feng Zhang, Mingde Zhang, Yiteng Chu, Wei Lu, Yunpeng Chai, Xiaoyong Du, SIGMOD 2026 (CCF A)

[2] Performant Synchronization in Geo-Distributed Databases, Duling Xu, Tong Li, Zegang Sun, Zheng Chen, Weixing Zhou, Yanfeng Zhang, Wei Lu, Xiaoyong Du, SIGMOD 2026 (CCF A)

[3] Visualization-Oriented Progressive Time Series Transformation, Xin Chen, Lingyu Zhang, Huaiwei Bao, Wei Lu, Eugene Wu, Xiaohui Yu, Yunhai Wang, SIGMOD 2026 (CCF A)

[4] Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage, Zhenghao Ding, Xinyi Zhang, Chao Zhang, Yishen Sun, Kai Xu, Wei Lu, Xiaoyong Du, PVLDB 2026 (CCF A)

[5] Why Database Manuals Are Not Enough: Efficient and Reliable Configuration Tuning for DBMSs via Code-Driven LLM Agents, Xinyi Zhang, Tiantian Chen, Zhentao Han, Zhaoyan Hong, Wei Lu*, Shen Wang, Mo Sha, Anni Wang, Shuang Liu, Yakun Zhang, Feifei Li, Xiaoyong Du, PVLDB 2026 (CCF A)

[6] TVA: A Version-aware Temporal Graph Storage System for Real-time Analytics, Wenhao Li, Zhan- hao Zhao, Jinhao Dong, Jiamin Hou, Wei Lu*, Yunhai Wang, Xiaoyong Du, PVLDB 2026 (CCF A)

[7] Reaching the Pinnacle of TPC-DS: Co-design of Architecture, Executor, and Storage in TDSQL, Yiteng Chu, Jie Jiang, Yuxing Chen, Feng Zhang, Yuxin Tang, Anqun Pan, Xin Wu, Xiang Hu, Hailin Lei, Qian Zhang, Ziyan Lin, Xiaoliang Yan, Xiaojian Fan, Liang Zhang, Bin Qu, Wen Zhang, Mengbang Xing, Lixiong Zheng, Wei Lu, Yunpeng Chai, Xiaoyong Du, PVLDB 2026 (CCF A)

[8] DBcover: A White-box SQL Test Generation Framework for Coverage Improvement, Yankai Rong, Shuang Liu, Jinhao Dong, Qiang Yin, Wei Lu, Jianhua Wang, Xiaoyong Du, ICSE 2026 (CCF A)

[9] DistVec: Efficient Distributed Machine Learning in Parallel Database Systems, Xinyi Zhang, Liangzu Liu, Xupeng Miao, Yinjun Wu, Zhen Chen, Wei Lu*, Xiaoyong Du, Bin Cui, ICDE 2026 (CCF A)

[10] Doux: Decoupling Values from Keys for Real-Time Analytics, Shiming Yang, Yu Luo, Shuang Liu, Wei Lu, Kuien Liu,Yuxing Chen, Anqun Pan, Lixiong Zheng, Xiaoyong Du, ICDE 2026 (CCF A)

[11] DBdoctor: A Fine-grained and Non-intrusive Performance Diagnosis Platform for Databases, Xinyue Shi, Quanqi Xin, Zhengjin Wang, Xinyi Zhang, Haoqiong Bian, Wei Lu, Qiyu Zhuang, Shuang Liu, Jikuan Zhang, Xiang Zheng, Yunpeng Chai, Xiaoyong Du, ICDE 2026 (CCF A)

[12] Scaling Agentic Capabilities via Grounded Interaction Synthesis, Wenhang Shi, Jinhao Dong, Yiren Chen, Zhe Zhao, Shuqing Bian, Wei Lu, Xiaoyong Du, SIGKDD 2026 (CCF A+)

[13] BiVCoder: A Multi-Agent Framework for Code Generation via Bidirectional Code-Test Diagnosis, Xiaoyang Li, Jinhao Dong, Wenhang Shi, Wei Lu, Xiaoyong Du, SIGKDD 2026 (CCF A+)

[14] RaBitQCache: Rotated Binary Quantization for KVCache in Long Context LLM Inference, Wen- hao Li, Jinhao Dong, Hailin Zhang, Wenhang Shi, Wei Lu, Xiaoyong Du, ICML 2026 (CCF A)

[15] Training Prompt Matters: State-Adaptive Optimization for Robust Fine-Tuning, Wenhang Shi, Yiren Chen, Shuqing Bian, Zhe Zhao, Jinhao Dong, Pengfei Hu, Wei Lu, Xiaoyong Du, ICML 2026 (CCF A)

 

2025年——————————————

[16] A Comprehensive Study of Bugs in Relational DBMS, Shuang Liu, Ruifeng Wang, Yuanfeng Xie, Junjie Chen, Wei Lu, Xiao Zhang, Quanqing Xu, Chuanhui Yang, and Xiaoyong Du, 51(12), 3654- 3668, TSE 2025 (CCF A)

[17] No Loss, No Gain: Gated Refinement and Adaptive Compression for Prompt Optimization, Wenhang Shi, Yiren Chen, Shuqing Bian, Xinyi Zhang, Kai Tang, Pengfei Hu, Zhe Zhao, Wei Lu, Xiaoyong Du, NIPS 2025 (CCF A)

[18] TxnSails: Achieving Serializable Transaction Scheduling with Self-Adaptive Isolation Level Se- lection, Qiyu Zhuang, Wei Lu*, Shuang Liu, Yuxing Chen, Xinyue Shi, Zhanhao Zhao, Yipeng Sun, Anqun Pan, Xiaoyong Du, PVLDB 2025 (CCF A)

[19] Chimera: Mitigating Ownership Transfers in Multi-Primary Shared-Storage Cloud-Native Databases, Chunyue Huang, Shuang Liu, Xinyi Zhang, Wenhao Li, Wei Lu*, Xiaoyong Du, PVLDB 2025 ( CCF A)

[20] A Hybrid Approach to Integrating Deterministic and Non-deterministic Concurrency Control in Database Systems, Yinhao Hong, Hongyao Zhao, Wei Lu*, Xiaoyong Du, Yuxing Chen,Anqun Pan, Lixiong Zheng, PVLDB 2025 (CCF A)

[21] Semantic Conformance Testing of Relational DBMS, Shuang Liu, Chenglin Tian, Jun Sun, Ruifeng Wang, Wei Lu*, Yongxin Zhao, Yinxing Xue, Junjie Wang, Xiaoyong Du, PVLDB 2025 (CCF A)

[22] TXSQL: Lock Optimizations Towards High Contented Workloads, Donghui Wang, Yuxing Chen, Chengyao Jiang, Anqun Pan,Wei Jiang, Songli Wang, Hailin Lei, Chong Zhu, Lixiong Zheng,Wei Lu,Yunpeng Chai,Feng Zhang,Xiaoyong Du, SIGMOD 2025 (CCF A)

[23] An Efficient and Scalable Graph Database with Built-in Temporal Support, Jiamin Hou, Zhanhao Zhao, Wei Lu, Shiming Yang, Shuang Liu, Quanqing Xu, Chuanhui Yang, Xiaoyong Du, VLDB Journal 2025 (CCF A)

[24] An Efficient Two-Round Distributed Transaction Processing Approach over Heterogeneous Net- works, Hongyao Zhao, Wei Lu*, Zhanhao Zhao, Wenhao Li, Quanqing Xu, Jinliang Xiao, Fusheng Han, Chuanhui Yang, Xiaoyong Du, 15160-15168, VLDB Journal 2025 (CCF A)

[25] Joint Knowledge Editing for Information Enrichment and Probability Promotion, Wenhang Shi, Yiren Chen, Shuqing Bian, Xinyi Zhang, Zhe Zhao, Pengfei Hu, Wei Lu, Xiaoyong Du, 15160-15168, AAAI 2025 (CCF A)

[26] Promi: Progressive Live Migration in Distributed Database Systems, Zhenghao Ding, Xinyi Zhang, Wei Lu*, Wenlong Ma, Wenliang Zhang, Xiaoyong Du, ICDE 2025 (CCF A)

[27] GeoTP:Latency-aware Geo-Distributed Transaction Processing in Database Middlewares, Qiyu Zhuang, Xinyue Shi, Shuang Liu, Wei Lu*, Zhanhao Zhao, Yuxing Chen, Tong Li, Anqun Pan, Xiaoy- ong Du, ICDE 2025 (CCF A)

[28] 基于确定性并发控制的云原生多写技术,洪殷昊,赵泓尧,王乙霖,史心悦,卢卫*,杜小勇,杨尚,杜胜, 36(3):995-1021, 软件学报 2025 (CCF A)

[29] 广域确定性网络传输技术综述,李彤,徐都玲,吴波,郭雄文,蒋岱均,罗成,卢卫*,杜小勇, 36(1):371-398, 软件学报 2025 (CCF A)

 

2024年——————————————

[30] AeonG: An Efficient Built-in Temporal Support in Graph Databases, Jiamin Hou, Zhanhao Zhao, Zhouyu Wang, Wei Lu*, Guodong Jin, Dong Wen, Xiaoyong Du, 17(6): 1515-1527, PVLDB 2024 (CCF A)

[31] TDSQL: Tencent Distributed Database System, Yuxing Chen, Anqun Pan, Hailin Lei, Anda Ye, Shuo Han, Yan Tang, Wei Lu, Yunpeng Chai, Feng Zhang, Xiaoyong Du, 17(12): 3869-3882, PVLDB 2024 (CCF A)

[32] Lion: Minimizing Distributed Transactions through Adaptive Replica Provision, Qiushi Zheng, Zhanhao Zhao, Wei Lu*, Chang Yao, Yuxing Chen, Anqun Pan, Xiaoyong Du, ICDE 2024 ( CCF A)

[33] A Two Phase Recall-and-Select Framework for Fast Model Selection,Jianwei Cui, Wenhang Shi, Honglin Tao, Wei Lu*, Xiaoyong Du,ICDE 2024 (CCF A)

[34] Testing Graph Database Systems with Graph-State Persistence Oracle, Shuang Liu, Junhao Lan, Xiaoning Du, Jiyuan Li, Wei Lu*, Jiajun Jiang, Xiaoyong Du, 666-677, ISSTA 2024 (CCF A)

[35] Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation, Zhanhao Zhao, Hexiang Pan, Gang Chen, Xiaoyong Du, Wei Lu, Beng Chin Ooi, 1(4): 270:1-270:27, SIGMOD 2024 (CCF A)

[36] RCBench: An RDMA-enabled Transaction Framework for Analyzing Concurrency Control Algo- rithms, Hongyao Zhao, Jingyao Li, Wei Lu*, Qian Zhang, Wanqing Yang, Jiajia Zhong, Meihui Zhang, Haixiang Li, Xiaoyong Du, Anqun Pan, VLDB J 2024 (CCF A)

[37] Compressed Data Direct Computing for Databases, Weitao Wan, Feng Zhang, Chenyang Zhang, Mingde Zhang, Jidong Zhai, Yunpeng Chai, Huanchen Zhang, Wei Lu, Yuxing Chen, Haixiang Li, Anqun Pan, Xiaoyong Du, 36(5): 1902-1918, TKDE 2024, (CCF A)

 

2023年——————————————

[38] Efficient Distributed Transaction Processing in Heterogeneous Networks, Qian Zhang, Jingyao Li, Hongyao Zhao, Quanqing Xu, Wei Lu*, Jinliang Xiao, Fusheng Han, Chuanhui Yang, Xiaoyong Du*, 16(6): 1372-1385, PVLDB 2023 (CCF A)

[39] Efficiently Supporting Multi-Level Serializability in Decentralized Database Systems, Zhanhao Zhao, Hongyao Zhao, Qiyu Zhuang, Wei Lu*, Haixiang Li, Meihui Zhang, Anqun Pan, Xiaoyong Du, 35(12): 12618-12633, TKDE 2023 (CCF A)

[40] 面向列语义识别的共现属性交互模型构建与优化,高珊,袁宛竹,卢卫*,王兰,张静,杜小勇,34(3):1010- 1026,软件学报 2023 (CCF A)

[41] 分布式数据库多级一致性统一建模理论研究,水治禹,卢卫,赵展浩,何粤阳,张孝,杜小勇,34(5):2392- 2412,软件学报 2023 (CCF A)

[42] T-SQL: A Lightweight Implementation to Enable Built-in Temporal Support in MVCC-Based RDBMSs, Zhanhao Zhao, Wei Lu*, Hongyao Zhao, Zongyan He, Haixiang Li, Anqun Pan, Xiaoyong Du, 35(1): 1028-1042, TKDE 2023 (CCF A)

2022年及以前——————————————

[43] 数据库管理系统中数据异常体系化定义与分类,李海翔,李晓燕,刘畅,杜小勇,卢卫, 潘安群, 33(3):909-930,软件学报 2022 (CCF A)

[44] 内存数据库并发控制算法的实验研究,赵泓尧,赵展浩,杨皖晴,卢卫*,李海翔,杜小勇*, 33(3):867- 890,软件学报 2022 (CCF A)

[45] Fine-Grained Multi-Query Stream Processing on Integrated Architectures, Feng Zhang, Chenyang Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du, 32(9): 2303-2320, TPDS 2021 (CCF A)

[46] 面向多源关系数据的融合,丁玥,王涓,卢卫*,荣垂田,杜小勇, 50(5), 649-661,中国科学:信息科学 2020 (CCF A)

[47] 基于时空相关属性模型的公交到站时间预测算法,赖永炫, 张璐, 杨帆, 卢卫, 王田, 31(3):648-662,软件学报 2020 (CCF A)

[48] LERI: Local Exploration for Rare-Category Identification, Hao Huang, Qian Yan, Wei Lu, Huaizhong Lin, Yunjun Gao, Lei Chen, 32(9): 1761-1772, TKDE 2020 (CCF A)

[49] FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Archi- tectures, Feng Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du, 633-647, USENIX ATC 2020 (CCF A)

[50] 大数据管理系统的历史、现状与未来,杜小勇, 卢卫, 张峰, 30(1):127-141,软件学报 2019 ( CCF A)

[51] A Lightweight and Efficient Temporal Database Management System in TDSQL, Wei Lu, Zhan- hao Zhao, Xiaoyu Wang, Haixiang Li, Zhenmiao Zhang, Zhiyu Shui, Sheng Ye, Anqun Pan, Xiaoyong Du, 12(12): 2035-2046, PVLDB 2019 (CCF A)

[52] Fast Failure Recovery in Vertex-Centric Distributed Graph Processing Systems, Wei Lu, Yanyan Shen, Tongtong Wang, Meihui Zhang, H. V. Jagadish, Xiaoyong Du, 31(4): 733-746, TKDE 2019 (CCF A)

[53] Learning Diffusions without Timestamps, Hao Huang, Qian Yan, Ting Gan, Di Niu, Wei Lu*, Yunjun Gao, 31(4): 582-589, AAAI 2019 (CCF A)

[54] Learning Diffusions without Timestamps, Xiaoli Wang, Rongzhen Wang, Zhifeng Bao, Jiayin Liang, Wei Lu*, 1141-1144, SIGIR 2019 (CCF A)

[55] MSQL+: a Plugin Toolkit for Similarity Search under Metric Spaces in Distributed Relational Database Systems, Wei Lu, Xinyi Zhang, Zhiyu Shui, Zhe Peng, Xiao Zhang, Xiaoyong Du, Hao Huang, Xiaoyu Wang, Anqun Pan, Haixiang Li, 1141-1144, PVLDB 2019 (CCF A)

[56] 分布式图处理系统技术综述, 王童童, 荣垂田, 卢卫*, 杜小勇, 29(3):569-586,软件学报 2018 ( CCF A)

[57] MSQL: efficient similarity search in metric spaces using SQL, Wei Lu, Jiajia Hou, Ying Yan, Meihui Zhang, Xiaoyong Du, Thomas Moscibroda, 26(6): 829-854, VLDB J 2017 (CCF A, 第一作者)

[58] Fast and Scalable Distributed Set Similarity Joins for Big Data Analytics, Chuitian Rong, Chunbin Lin, Yasin N. Silva, Jianguo Wang, Wei Lu, Xiaoyong Du, ICDE 2017 (CCF A)

[59] Fast Failure Recovery in Distributed Graph Processing Systems, Yanyan Shen, Gang Chen, H. V. Jagadish, Wei Lu, Beng Chin Ooi, Bogdan Marius Tudor, 8(4): 437-448, PVLDB 2014 ( CCF A)

[60] Efficiently Supporting Edit Distance Based String Similarity Search Using B+-Trees, Wei Lu, Xiaoyong Du, Marios Hadjieleftheriou, Beng Chin Ooi:, 26(12): 2983-2996, TKDE 2014 ( CCF A)

[61] DSH: Data Sensitive Hashing for High-dimensional K-NN Search, Jinyang Gao, Hosagrahar Visvesvaraya Jagadish, Wei Lu, Beng Chin Ooi, 1127-1138, SIGMOD 2014 (CCF A)

[62] Efficient and Scalable Processing of String Similarity Join, Chuitian Rong, Wei Lu, Xiaoli Wang, Xiaoyong Du, Yueguo Chen, Anthony K. H. Tung, 25(10): 2217-2230, TKDE 2013 (CCF A)

[63] Efficient Processing of k Nearest Neighbor Joins using MapReduce, Wei Lu, Yanyan Shen, Su Chen, Beng Chin Ooi, 5(10): 1016-1027, PVLDB 2012 (CCF A)

社会兼职
期刊审稿专家:
ACM Transactions on Database Systems (TODS)
VLDB Journal (VLDB J)
IEEE Transactions on Knowledge and Data Engineering(TKDE)
IEEE Transactions on Cloud Computing (TCC)
ACM Transactions on Data Science (TDS)
World Wide Web: Internet and Web Information Systems (WWW J)
Pattern Recognition Letters
Information System
GeoInformatics
Big Data Research
软件学报
会议PC Member
VLDB2019-22, SIGMOD2021
荣誉获奖

2022年 深圳市科技进步一等奖 金融级分布式数据库(第二完成人)

2022年 北京市教学成果一等奖 以数据为中心的计算机特色领军人才培养——图灵实验班的教改实践(第八完成人)

2021年 国家级线上线下一流本科课程主讲教师 数据库系统概论(第三完成人)

2017年 NDBC萨师煊优秀论文

2012年 中国计算机学会CCF优秀博士论文奖

2012年 中国人民大学“优秀博士学位论文”