Xiaofeng Meng's Homepage

Guest Editor, Special Issue on Cloud Data Management, Journal of Computer Science and Technology(JCST), May, 2013.
Workshop Chair, Fourth International Workshop on Cloud Data Management(CloudDB2012) In conjunction with CIKM 2012, October 29, 2012. Maui Hawaii, USA.
General Chair, Extremely Large Database Conference at Asia(XLDB Asia2012), June 22-23, Beijing, China.
Best Paper Committee Co-Chairs, The 17th International Conference on Database Systems for Advanced Applications (DASFAA2012), April 15-18, 2012, Busan, South Korea.
Workshop Chair, First International Workshop on Flash-based Database Systems(FlashDB2012), April 15, 2012, Busan, South Korea.
Workshop Chair, Third International Workshop on Cloud Data Management(CloudDB2011) In conjunction with CIKM 2011, October 28, 2011. Glasgow, Scotland, U.K.
Workshop Chair, First International Workshop on Flash-based Database Systems(FlashDB2011), April 22, 2011, Hong Kong, China
General Chair, The 27th National Database Conference of China(NDBC2010), Oct.13-16, 2010, Beijing, China.
Demo Co-Chair, The 36th International Conference on Very Large Databases(VLDB2010), Sept. 13 - 17, 2010, Singapore
Workshop Co-Chair, The 15th International Conference on Database Systems for Advanced Applications(DASFAA2010), April 1-5, 2010, Tsukuba, Japan
DB Vice Co-chair, ACM 18th Conference on Information and Knowledge Management (CIKM2009), November 2-6, 2009, Hong Kong
General Chair, First International Workshop on Cloud Data Management(CloudDB2009), November 6, 2009, Hong Kong, China

Xinli Hao, Yile Chen, Chen Yang, Zhihui Du, Chaohong Ma, Chao Wu, Xiaofeng Meng: From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations. ICDE 2024: 570-583

Leixia Wang, Qingqing Ye, Haibo Hu, Xiaofeng Meng: EPS2: Privacy Preserving Set-Valued Data Analysis in the Shuffle Model. TKDE 2024. 36(11): 6084-6098

Leixia Wang, Qingqing Ye, Haibo Hu, Xiaofeng Meng: PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy. VLDB 2024 17(11): 3031-3044

Junxu Liu, Jian Lou, Li Xiong, Jinfei Liu, Xiaofeng Meng: Cross-silo Federated Learning with Record-level Personalized Differential Privacy. CCS 2024: 303-317

Yingtao Peng, Chen Gao, Yu Zhang, Tangpeng Dan, Xiaoyi Du, Hengliang Luo, Yong Li, and Xiaofeng Meng: Denoising Alignment with Large Language Model for Recommendation. ACM TOIS 2024. https://doi.org/10.1145/3696662

Tangpeng Dan, Xiao Pan, Bolong Zheng, Xiaofeng Meng: FAHL: An Efficient Labeling Index for Flow-Aware Shortest Path Querying in Road Networks. ICDE 2025. (Accept)

Chaohong Ma, Xiaohui Yu, Yifan Li, Aishan Maoliniyazi, Xiaofeng Meng: A Learned Approach to Index Algorithm Selection. ICDM, 2024. (Accept)

Tangpeng Dan, Xiao Pan, Bolong Zheng, Xiaofeng Meng: ByGCN: Spatial Temporal Byroad-Aware Graph Convolution Network for Traffic Flow Prediction in Road Networks. CIKM 2024: 415-424

Tangpeng Dan, Xiao Pan, Yingtao Peng, Haojie Wei, Xiaofeng Meng: MIPM: A Multidimensional Information Perception Model for Estimating Time of Arrival on Real Road Networks. DASFAA (1) 2024: 70-85

Leixia Wang, Qingqing Ye, Haibo Hu, Xiaofeng Meng, Kai Huang: LDP-Purifier: Defending against Poisoning Attacks in Local Differential Privacy. DASFAA (4) 2024: 221-231

Yingtao Peng, Tangpeng Dan, Zhendong Zhao, Aishan Maoliniyazi, Xiaofeng Meng: KMIC: A Knowledge-Aware Recommendation with Multivariate Intentions Contrastive Learning. APWeb/WAIM (2) 2024: 82-98

Aishan Maoliniyazi, Chaohong Ma, Xiaofeng Meng, Yingtao Peng: LEAF: A Less Expert Annotation Framework with Active Learning. PAKDD (3) 2024: 369-384

彭迎涛, 孟小峰, 杜治娟. 多样化推荐综述. 计算机研究与发展. 2025. http://kns.cnki.net/kcms/detail/11.1777.tp.20240903.1447.002.html.

李梓童,孟小峰,王雷霞: 遗忘学习综述. 软件学报, 2025 （录用）

孟小峰，陈继东: Moving Objects Management: Models, Techniques and Applications, Springer-TUP, 2010

I am excited about the book because it - by its very choice of topics and its coverage of these - offers structure to this rapidly evolving area. It introduces the reader to key tropics in data management for moving objects, offering both overviews and covering specific techniques in considerable detail. The book covers modeling, query processing techniques, and applications.

The book meets the need for a coherent account of the state-of-the-art on important topics in the area of moving-object data management, which is at the core of the evolving mobile Internet. It comes highly recommended to research students and researchers new to the topics covered, as well as to experienced researchers.

--- Preface by Christian S. Jensen, ACM Fellow, IEEE Fellow, Editor in Chief of the VLDB Journal
孟小峰:《XML数据管理：概念与技术》（中国计算机学会学术著作丛书，清华大学出版社）， 2009

2000年初，孟小峰教授即较早在国内开展纯XML数据库系统的研究，在XML数据的存储、索引、编码、查询优化、查询处理、数据更新、访问控制、关键字查询以及近似查询等方面进行了系统的研究，发表了多篇高水平论文，积累了大量有价值的研究成果。本书是作者多年来对XML数据管理技术研究的结晶，它所体现出的坚持长线研究，并将理论研究和系统实现有机结合的研究理念和风格，应为当下学术界所推崇。

---序，何新贵教授，中国工程院院士，北京大学
孟小峰，丁治明: 《移动数据管理：概念与技术》（中国计算机学会学术著作丛书，清华大学出版社），2009

本书的两名作者孟小峰教授和丁治明研究员均是长期工作在移动数据管理领域第一线的专家。上个世纪九十年代末，参与并完成了我国第一个基于掌上电脑的嵌入式移动数据库—"小金灵"的研制。之后近十多年以来，在国家自然基金和863计划的支持下，他们对移动数据管理技术进行了不懈的研究与全面的探索，在移动对象管理技术、基于位置服务等方面发表了多篇高水平论文，积累了大量有价值的研究成果。作为作者多年来对移动数据管理技术研究的结晶，本书对广大的科研工作者具有重要的学术参考价值。

---序，王珊教授，中国人民大学

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Renmin University of China , Beijing 100872, China
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