Publications
2025
-
Discovering Top-k Relevant and Diversified Rules
ACM SIGMOD Conference on Management of Data (SIGMOD),
2025.
Wenfei Fan,
Ziyan Han, Min Xie, and Guangyi Zhang.
-
Rule-Based Graph Cleaning with GPUs on a Single Machine
ACM SIGMOD Conference on Management of Data (SIGMOD),
2025.
Wenchao Bai,
Wenfei Fan,
Shuhao Liu, Xiaoke Zhu, and Jiahui Jin.
-
Incremental Rule Discovery in Response to Parameter Updates
ACM SIGMOD Conference on Management of Data (SIGMOD),
2025.
Haoxian Chen,
Wenfei Fan,
Jiaye Zheng
-
Data Enhancement for Binary Classification of Relational Data
ACM SIGMOD Conference on Management of Data (SIGMOD),
2025.
Wenfei Fan,
Xiaoyu Han, Weilong Ren, and Zihuan Xu.
-
Explaining GNN-based Recommendations in Logic
The 51th International Conference on Very Large Data Bases (VLDB),
2025.
Wenfei Fan, Lihang Fan, Dandan Lin, and Min Xie.
-
A Single Machine System for Querying Big Graphs with PRAM
The 51th International Conference on Very Large Data Bases (VLDB),
2025.
Yang Liu, Wenfei Fan, Shuhao Liu, Xiaoke Zhu, and
Jianxin Li.
-
MiniClean: A Single-Machine System for Cleaning Big Graphs
ACM SIGMOD Conference on Management of Data (SIGMOD), demo,
2025.
Wenchao Bai,
Wenfei Fan,
Daji Li, Jian Li, Shuhao Liu, Mingliang Ouyang, and Qiang Yuan.
-
DreamCreek: AI for Battery Formation and Grading
The 40th International Conference on Database Engineering
(ICDE), demo,
2025.
Wenfei Fan,
Yang Leng, Daji Li, Shuhao Liu, Mingliang Ouyang,
Yaoshu Wang, Min Xie, and Qiang Yuan.
-
Making It Tractable to Detect and Correct Errors in Graphs
ACM Transactions on Database Systems (TODS)
2025.
Wenfei Fan,
Ping Lu, Kehan Pang, and Chao Tian
2024
-
Enriching Recommendation Models with Logic Conditions
ACM SIGMOD Conference on Management of Data (SIGMOD),
2024.
L
ihang Fan,
Wenfei Fan,
Ping Lu, Chao Tian, and Qiang Yin.
-
Splitting Tuples of Mismatched Entities
ACM SIGMOD Conference on Management of Data (SIGMOD),
2024.
Wenfei Fan,
Ziyan Han, Weilong Ren, Ding Wang,
Yaoshu Wang, Min Xie, and Mengyi Yan.
-
Rock: Cleaning Data by Embedding ML in Logic Rules
ACM SIGMOD Conference on Management of Data (SIGMOD), industry
2024.
Xianchun Bao, Zian Bao,
Qingsong Duan,
Wenfei Fan,
Hui Lei, Daji Li,
Wei Lin, Peng Liu, Zhicong Lv,
Mingliang Ouyang,
Jiale Peng, Jing Zhang, Runxiao Zhao, Shuai Tang, Shuping Zhou,
Yaoshu Wang, Qiyuan Wei, Min Xie.
-
Capturing More Associations by Referencing External Graphs
The 50th International Conference on Very Large Data Bases (VLDB),
2024.
Wenfei Fan, Muyang Liu, Shuhao Liu, and Chao Tian.
-
Enriching Relations with Additional Attributes for ER
The 50th International Conference on Very Large Data Bases (VLDB),
2024.
Mengyi Yan, Wenfei Fan,
Yaoshu Wang, and Min Xie.
-
Linking Entities across Relations and Graphs
ACM Transactions on Database Systems (TODS) 49(1): 2:1-2:50,
2024.
Wenfei Fan,
Ping Lu, Kehan Pang, Ruochun Jin, and Wenyuan Yu
-
Rock: Cleaning Data with both ML and Logic Rules
The 50th International Conference on Very Large Data
Bases (VLDB), demo,
2024.
Zian Bao, Binbin Bie,
Wenfei Fan,
Daji Li, Mengyun Li, Kaiwen Lin,
Wei Lin, Peijie Liu, Peng Liu, Zhicong Lv,
Mingliang Ouyang, Chenyang Sun,
Shuai Tang,
Yaoshu Wang, Qiyuan Wei, Xiangqian Wu, Min Xie, Jing Zhang,
Runxiao Zhao, Jie Zhu, and Yilin Zhu.
-
Graph Association Analyses for Early Drug Discovery
The 50th International Conference on Very Large Data
Bases (VLDB), demo,
2024.
Wenfei Fan,
Daji Li, Peiyu Liang, Shuhao Liu, Yaoshu Wang,
Yiming Wang, Min Xie, and Runjie Zhang.
-
PrismX: A Single-Machine System for Querying Big Graphs
The 50th International Conference on Very Large Data
Bases (VLDB), demo,
2024.
Shuhao Liu, Yang Liu, and
Wenfei Fan,
-
Fishing Fort: A System for Graph Analytics with ML Prediction and Logic Deduction.
Tannen's Festschrift
,
2024.
Wenfei Fan,
Shuhao Liu.
2023
-
Making It Tractable to Catch Duplicates and Conflicts in Graphs
ACM SIGMOD Conference on Management of Data (SIGMOD),
2023.
Wenfei Fan,
Wenzhi Fu, Ruochun Jin, Muyang Liu, Ping Lu and
Chao Tian.
-
Discovering Top-k Rules using Subjective and Objective Criteria
ACM SIGMOD Conference on Management of Data (SIGMOD),
2023.
Wenfei Fan,
Ziyan Han, Yaoshu Wang, and
Min Xie.
-
Transaction Scheduling: From Conflicts to Runtime Conflicts
ACM SIGMOD Conference on Management of Data (SIGMOD),
2023.
Yang Cao,
Wenfei Fan,
Weijie Ou, Rui Xie, and
Wenyue Zhao.
-
Learning and Deducing Temporal Orders
The 49th International Conference on Very Large Data Bases (VLDB),
2023.
Wenfei Fan,
Resul Tugay, Yaoshu Wang, Min Xie, and
Muhammad Asif Ali.
-
MiniGraph: Querying Big Graphs with a Single Machine
The 49th International Conference on Very Large Data Bases (VLDB),
2023.
Xiaoke Zhu, Yang Liu, Shuhao Liu, and
Wenfei Fan
-
Extracting Graph Properties with Semantic Joins
The 38th International Conference on Database Engineering
(ICDE),
2023.
Yang Cao,
Wenfei Fan,
Wenzhi Fu,
Ruochun Jin, Weijie Ou, and Wenliang Yi.
-
Application Driven Graph Partitioning
The VLDB Journal 32(1): 149-172, 2023.
Wenfei Fan,
Ruiqi Xu, Qing Yin, Wenyuan Yu, and
Jingren Zhou.
-
Making Graphs Compact by Lossless Contraction
The VLDB Journal 32(1): 49-73, 2023.
Wenfei Fan,
Yuanhao Li,
Muyang Liu,
and Can Lu.
-
Graph Algorithms with Partition Transparency
IEEE Transactions on Knowledge
and Data Engineering (TKDE) 35(2): 1554-1566 , 2023.
Wenfei Fan,
Muyang Liu, Ping Lu, and
Qiang Yin
2022
-
Parallel Rule Discovery from Large Datasets by Sampling
ACM SIGMOD Conference on Management of Data (SIGMOD),
2022.
Wenfei Fan,
Ziyan Han, Yaoshu Wang, and Min Xie
-
A Hierarchical Contraction Scheme for Querying Big Graphs
ACM SIGMOD Conference on Management of Data (SIGMOD),
2022.
Wenfei Fan,
Yuanhao Li, Muyang Liu, Can Lu.
-
Discovering Association Rules from Big Graphs
The 48th International Conference on Very Large Data Bases (VLDB),
2022.
Wenfei Fan,
Wenzhi Fu, Ruochun Jin, Ping Lu, and
Chao Tian.
-
Towards Event Prediction in Temporal Graphs
The 48th International Conference on Very Large Data Bases (VLDB),
2022.
Wenfei Fan, Ruochun Jin, Ping Lu, Chao Tian, and Ruiqi Xu.
-
Big Graphs: Challenges and Opportunities
The 48th International Conference on Very Large Data Bases (VLDB,
invited), 2022.
Wenfei Fan
-
Linking Entities
across Relations and Graphs
The 38th International Conference on Database Engineering
(ICDE),
2022.
Wenfei Fan,
Liang Geng, Ruochun Jin, Ping Lu, Resul Tugay, and Wenyuan Yu.
-
Deep and Collective Entity Resolution in Parallel
The 38th International Conference on Database Engineering
(ICDE),
2022.
Ting Deng,
Wenfei Fan,
Ping Lu, Xiaomeng Luo, and Xiaoke Zhu.
-
Incremental Graph Computations: Doable and Undoable
ACM Transactions on Database Systems (TODS) ,
2022.
Wenfei Fan, Chao Tian
2021
-
Making Graphs Compact by Lossless Contraction
ACM SIGMOD Conference on Management of Data (SIGMOD),
2021.
Wenfei Fan,
Yuanhao Li, Muyang Liu, Can Lu.
-
Incrementalizing Graph Algorithms
ACM SIGMOD Conference on Management of Data (SIGMOD),
2021.
Wenfei Fan,
Chao Tian, Qiang Yin, Ruiqi Xu, Wenyuan Yu, and
Jingren Zhou.
-
Discrepancy Detection and Incremental Detection
The 47th International Conference on Very Large Data Bases (VLDB),
2021.
Wenfei Fan,
Chao Tian,
Yanghao Wang, Qiang Yin
-
GraphScope: A One-Stop Large Graph Processing System
The 47th International Conference on Very Large Data
Bases (VLDB), demo,
2021.
Zhanning Bai,
Wenfei Fan, Longbin Lai, Xue Li, Zhao Li,
Zhengping Qian, Lei Wang, Yanyan Wang,
Jingbo Xu, Wenyuan Yu,
Kai Zeng,
Jingren Zhou
-
GraphScope: A unified engine for big graph processing
The 47th International Conference on Very Large Data
Bases (VLDB), industry,
2021.
Wenfei Fan, Longbin Lai, Xue Li, Yong Li, Zhao Li, Zhengping Qian,
Chao Tian, Lei Wang, Jingbo Xu, Youyang Yao, Qiang Yin,
Wenyuan Yu, Kai Zeng, Kun Zhao, Jingren Zhou, Diwen Zhu, and Rong Zhu
2020
-
Extending Graph Patterns with Conditions
ACM SIGMOD Conference on Management of Data (SIGMOD),
2020.
Grace Fan,
Wenfei Fan,
Yuanhao Li, Ping Lu,
Chao Tian, and
Jingren Zhou
-
Application Driven Graph Partitioning
ACM SIGMOD Conference on Management of Data (SIGMOD),
2020.
Wenfei Fan,
Ruochun Jin, Muyang Liu, Ping Lu, Xiaojian Luo,
Ruiqi Xu, Qiang Yin, Wenyuan Yu, and
Jingren Zhou
-
Querying Shared Data with Security Heterogeneity
ACM SIGMOD Conference on Management of Data (SIGMOD),
2020.
Yang Cao,
Wenfei Fan,
Yanghao Wang, and Ke Yi.
-
Capturing Associations in Graphs
The 46th International Conference on Very Large Data Bases (VLDB),
2020.
Wenfei Fan, Ruochun Jin,
Muyang Liu, Ping Lu,
Chao Tian,
Jingren Zhou
-
Incrementalization of Graph Partitioning Algorithms
The 46th International Conference on Very Large Data Bases (VLDB
),
2020.
Wenfei Fan,
Muyang Liu,
Chao Tian,
Ruiqi Xu, and
Jingren Zhou
-
Adaptive Asynchronous Parallelization of Graph Algorithms
ACM Transactions on Database Systems (TODS) 45(2): 6:1-6:45
(invited), 2020.
Wenfei Fan,
Ping Lu,
Wenyuan Yu, Jingbo Xu,
Qiang Yin, Xiaojian Luo,
Jingren Zhou,
and Ruochun Jin.
-
Catching Numeric
Inconsistencies in Graphs
ACM Transactions on Database Systems (TODS) 45(2): 9:1-9:47, 2020.
Wenfei Fan,
Ping Lu,
Chao Tian, and
Jingren Zhou
-
Discovering Graph Functional Dependencies
ACM Transactions on Database Systems (TODS),
2020.
Wenfei Fan,
Chunming Hu ,
Xueli Liu, and
Ping Lu.
-
Unifying Logic Rules and Machine Learning for Entity Enhancing
SCIENCE CHINA Information Sciences (SCIS)
(invited), 2020.
Wenfei Fan,
Ping Lu, and
Chao Tian
-
Graph Algorithms: Parallelization and Scalability
SCIENCE CHINA Information Sciences (SCIS)
(invited), 2020.
Wenfei Fan,
Kun He, Qian Li, and Yue Wang.
-
Bounded Evaluation: Querying Big Data with Bounded Resources
International Journal of Automation and Computing (IJAC)
(invited), 2020.
Yang Cao,
Wenfei Fan,
Tengfei Yuan.
2019
-
Deducing Certain Fixes to Graphs
The 45th International Conference on Very Large Data Bases (VLDB),
2019.
Wenfei Fan,
Ping Lu,
Chao Tian,
Jingren Zhou
-
Dynamic Scaling for Parallel Graph Computations
The 45th International Conference on Very Large Data Bases (VLDB) ,
2019.
Wenfei Fan,
Chunming Hu, Muyang Liu,
Ping Lu,
Qiang Yin,
Jingren Zhou
-
Block as a Value for SQL over NoSQL
The 45th International Conference on Very Large Data Bases
(VLDB),
2019.
Yang Cao,
Wenfei Fan,
and Tengfei Yuan,
-
Dependencies for Graphs
ACM Transactions on Database Systems (TODS) 44(2): 5:1-5:40
(invtied), 2019.
Wenfei Fan,
and
Ping Lu.
-
Dependencies for Graphs: Challenges and Opportunities
ACM Journal of Data and Information Quality
11(2): 5:1-5:12, 2019
(invited)
Wenfei Fan
-
Making Big Data Small.
Proceedings of the Royal Society A: Mathematical,
physical and engineering sciences
, 2019
(invited)
Wenfei Fan
2018
-
Adaptive Asynchronous Parallelization of Graph Algorithms
ACM SIGMOD Conference on Management of Data (SIGMOD),
2018.
Wenfei Fan,
Ping Lu, Xiaojian Luo, Jingbo Xu, Qiang Yin,
Wenyuan Yu, and Ruiqi Xu.
-
Catching Numeric Inconsistencies in Graphs
ACM SIGMOD Conference on Management of Data (SIGMOD),
2018.
Wenfei Fan,
Xueli Liu,
Ping Lu,
and
Chao Tian.
-
Discovering Graph Functional Dependencies
ACM SIGMOD Conference on Management of Data (SIGMOD),
2018.
Wenfei Fan,
Chunming Hu ,
Xueli Liu, and
Ping Lu.
-
Parallel Reasoning of Graph Functional Dependencies
The 34th International Conference on Database Engineering
(ICDE),
2018.
Wenfei Fan,
Xueli Liu,
and Yingjie Cao.
-
Bounded Query Rewriting Using Views
ACM Transactions on Database Systems (TODS) 43(1): 6:1-6:46 , 2018
(invited).
Yang Cao,
Wenfei Fan,
Floris Geerts,
and
Ping Lu.
-
Parallelizing Sequential Graph Computations
ACM Transactions on Database Systems (TODS) 43(4): 18:1-18:39
(invited).
Wenfei Fan,
Jingbo Xu ,
Wenyuan Yu ,
Jingren Zhou,
Xiaojian Luo, Ping Lu, Qiang Yin,
Yang Cao,
and Ruiqi Xu
-
From Think Parallel to Think Sequential
SIGMOD Record 47(1): 15-22,
2018 (SIGMOD 2017 Research Highlight Award
).
Wenfei Fan,
Yang Cao,
Jingbo Xu ,
Wenyuan Yu,
Yinghui Wu,
Chao Tian,
Jiaxin Jiang,
and
Bohan Zhang,
-
Think Sequential, Run Parallel
Symposium on Real-Time and Hybrid Systems,
LNCS 11180, Springer, 2018.
Wenfei
Fan, Muyang Liu, Ruiqi Xu, Lei Hou,
Dongze Li, Zizhong Meng.
2017
-
Dependencies for Graphs
ACM Symposium on Principles of Database Systems (PODS), 2017
Wenfei Fan
and
Ping Lu.
-
Parallelizing Sequential Graph Computations
ACM SIGMOD Conference on Management of Data (SIGMOD),
2017 (the Best Paper Award).
Wenfei Fan,
Jingbo Xu ,
Yinghui Wu,
Wenyuan Yu,
Jiaxin Jiang,
Zeyu Zheng,
Bohan Zhang,
Yang Cao, and
Chao Tian.
-
Incremental Graph Computations: Doable and Undoable
ACM SIGMOD Conference on Management of Data (SIGMOD),
2017.
Wenfei Fan,
Chunming Hu,
and
Chao Tian.
-
BEAS: Bounded Evaluation of SQL Queries
ACM SIGMOD Conference on Management of Data (SIGMOD),
demo, 2017.
Yang Cao,
Wenfei Fan,
Yanghao Wang, Tengfei Yuan, Yanchao Li
and Laura Yu Chen.
-
Data Driven Approximation with Bounded Resources
The 43rd International Conference on Very Large Data Bases (VLDB),
2017.
Yang Cao,
Wenfei Fan,
-
GRAPE: Parallelizing Sequential Graph Computations
The 43rd International Conference on Very Large Data Bases (VLDB),
demo,
2017 (the Best Demo Award).
Wenfei Fan,
Jingbo Xu ,
Yinghui Wu,
Wenyuan Yu,
Jiaxin Jiang
-
Big Graph Analyses: From Queries to Dependencies and Association Rules
Data Science and Engineering 2(1): 36-55, 2017 (invited)
Wenfei Fan, and
Chunming Hu
-
Virtual Network Mapping in Cloud Computing: A Graph
Pattern Matching Approach
The Computer Journal 60(3): 287-307, 2017
(invited).
Yang Cao,
Wenfei Fan, and
Shuai Ma
-
Is Big Data Analytics beyond the Reach of Small Companies?
Data Analysis and Knowledge Discovery, Sept. 2017
(invited).
Yang Cao,
Wenfei Fan, and
Tengfei Yuan
-
GRAPE: Conducting Parallel Graph Computations without Developing Parallel Algorithms
IEEE Data Eng. Bull. 40(3): 30-41
2017 ( invited ).
Wenfei Fan,
Jingbo Xu , Xiaojian Luo,
Yinghui Wu,
Wenyuan Yu, and
Ruiqi Xu
2016
-
Bounded Query Rewriting Using Views
ACM Symposium on Principles of Database Systems (PODS), 2016
Yang Cao,
Wenfei Fan,
Floris Geerts,
and
Ping Lu.
-
Functional Dependencies for Graphs
ACM SIGMOD Conference on Management of Data (SIGMOD),
2016.
Wenfei Fan,
Yinghui Wu and
Jingbo Xu
-
Adding Counting Quantifiers to Graph Patterns
ACM SIGMOD Conference on Management of Data (SIGMOD),
2016.
Wenfei Fan,
Yinghui Wu and
Jingbo Xu
-
An Effective Syntax for Bounded Relational
Queries
ACM SIGMOD Conference on Management of Data (SIGMOD),
2016.
Yang Cao,
Wenfei Fan
-
Capturing Missing Tuples and
Missing Values
ACM Transactions on Database Systems (TODS) 41(2), 2016
Ting Deng,
Wenfei Fan, and
Floris Geerts
-
Answering Graph Pattern Queries Using Views
IEEE Transactions on Knowledge and Data Engineering
(TKDE),
28(2): 326-341,2016
(invited).
Wenfei Fan,
Xin Wang, and
Yinghui Wu
2015
-
Querying Big Data by Accessing Small Data
ACM Symposium on Principles of Database Systems
(PODS), 2015
Wenfei Fan,
Floris Geerts,
Yang Cao,
Ting Deng, and
Ping Lu.
-
Association Rules with Graph Patterns
The 41st International Conference on Very Large Data Bases (VLDB),
2015.
Wenfei Fan,
Xin Wang,
Yinghui Wu
and
Jingbo Xu.
-
Keys for Graphs
The 41st International Conference on Very Large Data Bases (VLDB),
2015.
Wenfei Fan,
Chao Tian,
Zhe Fan,
and
Xin Luna Dong
-
Making Pattern Queries Bounded in Big Graphs
The 31st International Conference on Database Engineering (ICDE),
2015.
Yang Cao,
Wenfei Fan,
and Ruizhe Huang.
-
Virtual Network Mapping: A Graph Pattern Matching Approach
The 30th British International Conference on Databases (BICOD),
2015.
Yang Cao,
Wenfei Fan,
and Shuai Ma,
-
On Recommendation Problems beyond Points of Interest
Information Systems 48:64-88, 2015
Ting Deng ,
Wenfei Fan, and
Floris Geerts
-
Extending Conditional Dependencies with Built-in
Predicates
IEEE Transactions on Knowledge and Data Engineering
(TKDE),
27(12): 3274-3288, 2015
Shuai Ma,
Liang Duan,
Wenfei Fan,
Chunming Hu, and Wenguang Chen.
-
Data Quality: From Theory to Practice
SIGMOD Record 44(3),
2015 (invited).
Wenfei Fan
2014
-
Querying Big Graphs within Bounded Resources
ACM SIGMOD Conference on Management of Data
(SIGMOD),
2014.
Wenfei Fan,
Xin Wang, and
Yinghui Wu
-
On Scale Independence for Querying Big Data
ACM Symposium on Principles of Database Systems
(PODS), 2014
Wenfei Fan,
Floris Geerts, and
Leonid Libkin
-
Bounded Conjunctive Queries
The 40th International Conference on Very Large Data Bases (VLDB),
2014.
Yang Cao,
Wenfei Fan,
Tianyu Wo,
and
Wenyuan Yu
-
Distributed Graph Simulation: Impossibility and Possibility
The 40th International Conference on Very Large Data Bases (VLDB),
2014.
Wenfei Fan,
Xin Wang,
,
Yinghui Wu, and
Deng Dong
-
Diversified Top-k Graph Pattern Matching
The 40th International Conference on Very Large Data Bases (VLDB),
2014.
Wenfei Fan,
Xin Wang, and
Yinghui Wu
-
Answering Graph Pattern Queries Using Views
The 30th International Conference on Database Engineering
(ICDE),
the Runner-up for Best Paper Award , 2014.
Wenfei Fan,
Xin Wang, and
Yinghui Wu
-
Detecting Errors in Numeric Attributes
International Conference on Web-Age Information Management
(WAIM) ,
the Best Student Paper Award, 2014.
Grace Fan,
Wenfei Fan
and
Floris Geerts
-
On the Complexity of Query Result Diversification
ACM Transactions on Database Systems (TODS) 39(2), 2014
Ting Deng and
Wenfei Fan
-
Strong Simulation: Capturing Topology in Graph Pattern Matching.
ACM Transactions on Database Systems (TODS) 39(1), 2014
Shuai Ma,
Yang Cao,
Wenfei Fan,
Jinpeng Huai,
and Tianyu Wo.
-
Extending Inclusion Dependencies with Conditions
Theoretical Computer Science (TCS) 515: 64-95, 2014.
Shuai Ma,
Wenfei Fan, and
Loreto Bravo
-
On the Data Complexity of Relative Information Completeness
Information Systems 45:18-34, 2014
Yang Cao,
Ting Deng ,
Wenfei Fan, and
Floris Geerts
-
Conflict Resolution with Data Currency and Consistency
ACM Journal of Data and Information Quality 4(4), 2014
(invited)
Wenfei Fan,
Floris Geerts,
Nan Tang,
and
Wenyuan Yu
-
Interaction between Record Matching and Data Repairing
ACM Journal of Data and Information Quality 5(1-2): 6:1-6:37, 2014
Wenfei Fan,
Shuai Ma,
Nan Tang,
and
Wenyuan Yu
-
Incremental Detection of Inconsistencies in Distributed Data
IEEE Transactions on Knowledge and Data Engineering (TKDE)
26(6): 1367-1383, 2014
(invited).
Wenfei Fan,
Jianzhong Li,
Nan Tang,
and
Wenyuan Yu
-
Querying Big Data: Bridging Theory and Practice
Journal of Computer Science and Technology, 2014
(invited).
Wenfei Fan
and
Jinpeng Huai
2013
-
Making Queries Tractable on Big Data with Preprocessing.
The 39th International Conference on Very Large Data Bases (VLDB),
2013.
Wenfei Fan,
Floris Geerts,
Frank Neven,
-
On the Complexity of Query Result Diversification
The 39th International Conference on Very Large Data Bases (VLDB),
2013.
Ting Deng and
Wenfei Fan
-
Determining the Relative Accuracy of Attributes
ACM SIGMOD Conference on Management of Data
(SIGMOD)
2013.
Yang Cao,
Wenfei Fan
and
Wenyuan Yu
-
Inferring Data Currency and Consistency for Conflict Resolution
The 29th International Conference on Database Engineering
(ICDE), 2013
Wenfei Fan,
Floris Geerts
Nan Tang,
and
Wenyuan Yu
-
ExpFinder: Finding Experts by Graph Pattern Matching
The 29th International Conference on Database Engineering
(ICDE) (demo), 2013
Wenfei Fan,
Xin Wang, and
Yinghui Wu
-
Querying Big Social Data
BNCOD 2013
(invited).
Wenfei Fan
-
Data Quality Problems beyond Consistency and Deduplication
In Search of Elegance in the Theory and Practice of Computation,
LNCS 8000, 2013.
Wenfei Fan
Floris Geerts,
Shuai Ma,
Nan Tang,
and
Wenyuan Yu
-
On the Aggregation Problem for Synthesized Web Services
Journal of Computer and System Sciences (JCSS) 79(6):973-891,
2013
(invited).
Ting Deng,
Wenfei Fan,
Leonid Libkin,
and
Yinghui Wu
-
Incremental Graph Pattern Matching
ACM Transactions on Database Systems (TODS) 38(3), 2013
Wenfei Fan,
Xin Wang, and
Yinghui Wu
-
On the Complexity of Package Recommendation Problems
SIAM Journal on Computing (SICOMP) 42(5): 1940--1986, 2013.
Ting Deng,
Wenfei Fan, and
Floris Geerts
2012
-
Query Preserving Graph Compression
ACM SIGMOD Conference on Management of Data
(SIGMOD), 2012
Wenfei Fan
Jianzhong Li,
Xin Wang, and
Yinghui Wu
-
On the Complexity of Package Recommendation Problems
ACM Symposium on Principles of Database Systems
(PODS), 2012
Ting Deng,
Wenfei Fan, and
Floris Geerts
-
Graph Pattern Matching Revised for Social Network Analysis
The 15th International Conference on Database Theory
(ICDT), 2012 (invited)
Wenfei Fan
-
Performance Guarantees for Distributed Reachability Queries
The 38th International Conference on Very Large Data Bases (VLDB),
2012.
Wenfei Fan,
Xin Wang, and
Yinghui Wu
-
Capturing Topology in Graph Pattern Matching.
The 38th International Conference on Very Large Data Bases (VLDB),
2012.
Yang Cao,
Wenfei Fan,
Jinpeng Huai,
Shuai Ma, and
Tianyu Wo.
-
Incremental Detection of Inconsistencies in Distributed Data
The 28th International Conference on Database Engineering
(ICDE), 2012
Wenfei Fan,
Jianzhong Li,
Nan Tang,
and
Wenyuan Yu
-
View Determinacy for Preserving Selected Information in Data Transformations
Information Systems 37(1):1-12, 2012.
Wenfei Fan,
Floris Geerts
and
Lixiao Zheng
-
On the Complexity of View Update Analysis and its
Application to Annotation Propagation
IEEE Transactions on Knowledge and Data Engineering
(TKDE) 24(3): 506-519, 2012
Gao Cong,
Wenfei Fan,
Floris Geerts,
Jianzhong Li,
and
Jizhou Luo
-
Partial Evaluation for Distributed XPath Query Processing and Beyond
ACM Transactions on Database Systems (TODS), 37(4).
Gao Cong,
Wenfei Fan,
Anastasios Kementsietsidis,
Jianzhong Li, and Xianmin Liu
-
Data quality: Theory and practice
International Conference on Web-Age Information Management
(WAIM) , 2012 (invited).
Wenfei Fan
-
Adding regular expressions to graph reachability and pattern queries
Frontiers of Computer Science (FCS): 6(3): 313-338
, 2012
(invited).
Wenfei Fan,
Jianzhong Li,
Shuai Ma,
Nan Tang,
and
Yinghui Wu
-
Towards certain fixes with editing rules and master data
The VLDB Journal 21(2): 213-238, 2012
(invited).
Wenfei Fan,
Jianzhong Li,
Shuai Ma,
Nan Tang,
and
Wenyuan Yu
-
Determining the currency of data
ACM Transactions on Database Systems (TODS),
37(4) (invited).
Wenfei Fan,
Floris Geerts
and Jef Wijsen.
-
Foundations of Data Quality Management
Morgan & Claypool Publishers
, 2012
Wenfei Fan, and
Floris Geerts
2011
-
Determining the Currency of Data
ACM Symposium on Principles of Database Systems
(PODS), 2011
Wenfei Fan,
Floris Geerts
and
Jef Wijsen
-
Interaction between Record Matching and Data Repairing
ACM SIGMOD Conference on Management of Data
(SIGMOD), 2011
Wenfei Fan,
Jianzhong Li,
Shuai Ma,
Nan Tang,
and
Wenyuan Yu
-
Incremental Graph Pattern Matching
ACM SIGMOD Conference on Management of Data
(SIGMOD), 2011
Wenfei Fan,
Jianzhong Li,
Jizhou Luo, Zijing Tan,
Xin Wang, and
Yinghui Wu
-
Adding Regular Expressions to Graph Reachability and Pattern Queries
The 27th International Conference on Database Engineering
(ICDE), 2011
Wenfei Fan,
Jianzhong Li,
Shuai Ma,
Nan Tang,
and
Yinghui Wu
-
CerFix: A System for Cleaning Data with
Certain Fixes
The 37th International Conference on Very Large Data Bases (VLDB)
(demo), 2011.
Wenfei Fan,
Jianzhong Li,
Shuai Ma,
Nan Tang,
and
Wenyuan Yu
-
Polymorphic Queries for P2P Systems
Information Systems, 36(5): 825-842, 2011.
Jie Liu and
Wenfei Fan
-
Discovering Conditional Functional Dependencies
IEEE Transactions on Knowledge and Data Engineering
(TKDE), 23(5): 683-698, 2011
Wenfei Fan,
Floris Geerts,
Jianzhong Li,
and
Ming Xiong
-
Dynamic Constraints for Record Matching
The VLDB Journal 20(4):495-520, 2011.
Wenfei Fan,
Hong Gao,
Jianzhong Li,
Xibei Jia,
and
Shuai Ma
-
A Uniform Dependency Language for Improving Data Quality
IEEE Data Engineering Bulletin,
Sept. 2011 (invited).
Wenfei Fan and
Floris Geerts
2010
-
Capturing Missing Tuples and Missing Values
ACM Symposium on Principles of Database Systems
(PODS), 2010
Wenfei Fan and
Floris Geerts
-
Graph Homomorphism Revisited for Graph Matching
Very Large Data Bases (Journal Track),
2010.
Wenfei Fan,
Jianzhong Li,
Shuai Ma,
Hongzhi Wang, and
Yinghui Wu
-
Graph pattern matching: From intractable to polynomial time
The 36th International Conference on Very Large Data Bases (VLDB),
2010.
Wenfei Fan,
Jianzhong Li,
Shuai Ma,
Nan Tang,
Yinghui Wu,
and
Yunpeng Wu.
-
Towards certain fixes with editing rules and master data
The 36th International Conference on Very Large Data Bases (VLDB),
2010 (the best paper award).
Wenfei Fan,
Jianzhong Li,
Shuai Ma,
Nan Tang,
and
Wenyuan Yu
-
Detecting Inconsistencies in Distributed Data
The 26th International Conference on Database Engineering
(ICDE), 2010
Wenfei Fan,
Floris Geerts,
Shuai Ma
and
Heiko Müller
-
On the Aggregation Problem for Synthesized Web Services
The 13th International Conference on Database Theory
(ICDT), 2010
Ting Deng,
Wenfei Fan,
Leonid Libkin,
and
Yinghui Wu
-
Relative information completeness.
ACM Transactions on Database Systems (TODS), 35(4), Nov 2010
(invited).
Wenfei Fan
and
Floris Geerts
2009
-
Relative Information Completeness
ACM Symposium on Principles of Database Systems
(PODS), 2009
Wenfei Fan and
Floris Geerts
-
Reasoning about Record Matching Rules
The 35th International Conference on Very Large Data Bases (VLDB),
2009.
Wenfei Fan,
Xibei Jia,
Jianzhong Li,
and
Shuai Ma
-
Discovering Conditional Functional Dependencies
The 25th International Conference on Database Engineering
(ICDE), 2009
Wenfei Fan,
Floris Geerts,
Laks V.S. Lakshmanan, and
Ming Xiong
-
Query Translation from XPath to SQL in the Presence of Recursive
DTDs
The VLDB Journal 18(4): 857-883, 2009.
Wenfei Fan,
Jeffrey Xu Yu,
Jianzhong Li,
Bolin Ding, and Lu Qin
-
Incorporating cardinality constraints and synonym
rules into conditional functional dependencies
Information Processing Letters, 109(14), 2009.
Wenguang Chen,
Wenfei Fan,
Shuai Ma
-
Analyses and
Validation of Conditional Dependencies with Built-in Predicates
International Conference on
Database and Expert Systems Applications
(DEXA),
2009.
Wenguang Chen,
Wenfei Fan,
Shuai Ma
-
Conditional Dependencies: A Principled Approach to Improving Data Quality
BNCOD 2009, LNCS 5588, pp. 8-20
(invited).
Wenfei Fan,
Floris Geerts,
and Xibei Jia.
-
Implication of Constraints
Encyclopedia of Database Systems,
Springer, 2009
Wenfei Fan
-
Constraint-Driven Database Repair
Encyclopedia of Database Systems,
Springer, 2009
Wenfei Fan
2008
-
Complexity and Composition of Synthesized Web Services
ACM Symposium on Principles of Database Systems
(PODS), 2008
Wenfei Fan,
Floris Geerts
Wouter Gelade,
Frank Neven,
Antonella Poggi
-
Dependencies Revisited for Improving Data Quality
ACM Symposium on Principles of Database Systems
(PODS), 2008 (invited)
Wenfei Fan
-
Propagating Functional Dependencies with Conditions
The 34th International Conference on Very Large Data Bases (VLDB),
2008.
Wenfei Fan,
Shuai Ma,
Yanli Hu, Jie Liu, Yinghui Wu
-
A Revival of Integrity Constraints for Data Cleaning
The 34th International Conference on Very Large Data Bases (VLDB),
tutorial, 2008.
Wenfei Fan,
Floris Geerts,
and Xibei Jia.
-
Semandaq: A Data Quality System
Based on Conditional Functional Dependencies
The 34th International Conference on Very Large Data Bases (VLDB),
demo, 2008.
Wenfei Fan,
Floris Geerts,
Xibei Jia
-
Increasing the Expressivity of Conditional Functional Dependencies
without Extra Complexity
The 24th International Conference on Database Engineering
(ICDE), 2008
Loreto Bravo,
Wenfei Fan,
Floris Geerts
Shuai Ma
-
Extending Dependencies with Conditions for Data Cleaning
IEEE 8th Int'l Conf. on Computer and Information
Technology, 2008 (invited)
Wenfei Fan
-
XPath Satisfiability in the Presence of DTDs
Journal of the ACM (JACM), 55(2), May 2008
(invited).
Michael Benedikt,
Wenfei Fan,
Floris Geerts
-
On the Complexity of Verifying Consistency of
XML Specifications
SIAM Journal on Computing (SICOMP) 38(3): 841-880, 2008.
Marcelo Arenas
Wenfei Fan,
Leonid Libkin
-
Expressiveness and Complexity of XML Publishing Transducers
ACM Transactions on Database Systems (TODS), 33(4), Nov 2008
(invited).
Wenfei Fan,
Floris Geerts,
Frank Neven,
-
Conditional Functional Dependencies for Capturing Data Inconsistencies.
ACM Transactions on Database Systems (TODS), 33(2), June 2008.
Wenfei Fan,
Floris Geerts,
Xibei Jia,
Anastasios
Kementsietsidis
-
Information Preserving XML Schema Embedding.
ACM Transactions on Database Systems (TODS), 33(1), March 2008
Wenfei Fan,
Philip Bohannon
-
Updating recursive XML views of relations
Journal of Computer Science and Technology 23(4): 516-537, July 2008
Byron Choi,
Gao Cong,
Wenfei Fan,
Stratis D. Viglas
2007
-
Expressiveness and Complexity of XML Publishing Transducers
ACM Symposium on Principles of Database Systems
(PODS), 2007
Wenfei Fan,
Floris Geerts,
Frank Neven,
-
Querying XML with Update Syntax
ACM SIGMOD Conference on Management of Data
(SIGMOD) , 2007
Wenfei Fan,
Gao Cong,
Philip Bohannon
-
Distributed Query Evaluation with Performance Guarantees
ACM SIGMOD Conference on Management of Data
(SIGMOD) , 2007
Gao Cong,
Wenfei Fan,
Anastasios
Kementsietsidis
-
Improving Data Quality: Consistency
and Accuracy.
The 33rd International Conference on Very Large Data Bases (VLDB),
2007.
Gao Cong,
Wenfei Fan,
Floris Geerts,
Xibei Jia,
Shuai Ma
-
Extending Dependencies with Conditions.
The 33rd International Conference on Very Large Data Bases (VLDB),
2007.
Loreto Bravo ,
Wenfei Fan,
Shuai Ma
-
Conditional Functional Dependencies for Data Cleaning
The 23rd International Conference on Database Engineering (ICDE),
2007 (the best paper award).
Philip Bohannon,
Wenfei Fan,
Floris Geerts,
Xibei Jia,
Anastasios
Kementsietsidis
-
Rewriting Regular XPath Queries on XML Views
The 23rd International Conference on Database Engineering (ICDE),
2007.
Wenfei Fan,
Floris Geerts,
Xibei Jia,
Anastasios
Kementsietsidis
-
Updating recursive XML views of relations
The 23rd International Conference on Database Engineering (ICDE),
2007.
Byron Choi,
Gao Cong,
Wenfei Fan,
Stratis D. Viglas
-
XML Publishing: Bridging Theory and Practice
The 11th International Symposium on Database Programming Languages
(DBPL), 2007 ( invited ).
Wenfei Fan
-
Extending Online Travel Agency
with Adaptive Reservations.
The 15th International Conference on Cooperative Information
Systems (CoopIS), 2007.
Yu Zhang,
Wenfei Fan,
et al.
-
Propagating XML Constraints to Relations
Journal of Computer and System Sciences (JCSS), 73(3):316-361,
May 2007 (invited).
Susan Davidson,
Wenfei Fan, and
Carmem Hara
2006
-
Using Partial Evaluation in Distributed Query Evaluation.
The 32nd International Conference on Very Large Data Bases (VLDB),
2006.
Peter Buneman,
Gao Cong,
Wenfei Fan,
Anastasios Kementsietsidis
-
Putting Context into Schema Matching
The 32nd International Conference on Very Large Data Bases (VLDB),
2006.
Philip Bohannon,
Eiman Elnahrawy,
Wenfei Fan,
Michael Flaster
-
SMOQE: A System for Providing Secure Access to XML
The 32nd International Conference on Very Large Data Bases (VLDB),
demo, 2006.
Wenfei Fan,
Floris Geerts,
Xibei Jia,
Anastasios Kementsietsidis
-
Annotation Propagation Revisited for Key Preserving Views
The 15th ACM Conference on Information and Knowledge
Management (CIKM),
2006.
Gao Cong,
Wenfei Fan,
Floris Geerts,
-
Selectively Storing XML Data in Relations
The 17th International Conference on
Database and Expert Systems Applications
(DEXA),
2006.
Wenfei Fan,
Lisha Ma
2005
-
XPath Satisfiability in the Presence of DTDs
ACM Symposium on Principles of Database Systems
(PODS), 2005 (the test-of-time award, 2015)
Michael Benedikt,
Wenfei Fan,
Floris Geerts
-
A Cost-Based Model and Effective Heuristic for Repairing Constraints
by Value Modification
ACM SIGMOD Conference on Management of Data
(SIGMOD) , 2005
Philip Bohannon,
Wenfei Fan,
Michael Flaster,
and
Rajeev Rastogi
-
Information Preserving XML Schema Embedding.
The 31st International Conference on Very Large Data Bases (VLDB), 2005.
Philip Bohannon,
Wenfei Fan,
Michael Flaster,
and
P. P. S. Narayan.
-
Query Translation from XPath to SQL in the Presence of Recursive DTDs.
The 31st International Conference on Very Large Data Bases (VLDB), 2005.
Wenfei Fan,
Jeffrey Xu Yu,
Hongjun Lu,
Jianhua Lu,
and
Rajeev Rastogi
-
Vectorizing and Querying Large XML Repositories
The 21st International Conference on Data Engineering (ICDE),
pp 261-272, 2005
Peter Buneman,
Byron Choi,
Wenfei Fan,
Robert Hutchison,
Robert Mann,
and
Stratis D. Viglas
-
Structural Properties of XPath Fragments
Theoretical Computer Science (TCS),
Volume 336, Issue 1, pp 3-31, May 2005 (invited).
Michael Benedikt,
Wenfei Fan, and
Gabriel Kuper
-
Consistency Issues in XML Databases
Inconsistency Tolerance,
Springer "state of the art" subseries, pp. 15--41, 2005
(invited).
Marcelo Arenas,
Wenfei Fan and
Leonid Libkin
-
Satisfiability of XPath Queries with Sibling Axes
10th International Symposium on Database Programming Languages
(DBPL), 2005
Floris Geerts and
Wenfei Fan
-
XML Constraints: Specification,
Analysis, and Applications
First International Workshop on
Logical Aspects and Applications of Integrity Constraints
(LAAIC), 2005 (invited)
Wenfei Fan
2004
-
Secure XML Querying with Security Views
ACM SIGMOD Conference on Management of Data
(SIGMOD), pp. 587-598 2004
Wenfei Fan,
Chee Yong Chan,
and
Minos Garofalakis
-
Incremental Evaluation of Schema-Directed XML
Publishing
ACM SIGMOD Conference on Management of Data
(SIGMOD), pp. 503-514, 2004
Philip Bohannon,
Byron Choi,
Wenfei Fan
-
Taming XPath Queries by Minimizing Wildcard Steps
The 30th International Conference on Very Large Data Bases (VLDB'04).
Chee Yong Chan,
Wenfei Fan,
and Yiming Zeng
-
A Uniform System for Publishing and Maintaining XML Data
The 30th International Conference on Very Large Data Bases (VLDB'04),
demo.
Byron Choi,
Wenfei Fan,
Xibei Jia,
and
Arek Kasprzyk
-
Composable XML Integration Grammars
Conference on Information and Knowledge Management (CIKM'04).
Wenfei Fan,
Minos Garofalakis,
Ming Xiong
and
Xibei Jia
2003
-
Capturing both Types and Constraints in Data Integration
ACM SIGMOD Conference on Management of Data
(SIGMOD), 2003
Michael Benedikt,
Chee Yong Chan,
Wenfei Fan,
Juliana Freire, and
Rajeev Rastogi
-
Structural Properties of XPath Fragments
The 9th International Conference on Database Theory (ICDT), 2003.
LNCS 2572, pp. 79-95.
Michael Benedikt,
Wenfei Fan, and
Gabriel Kuper
-
Propagating XML Constraints to Relations
The 19th International Conference on Data Engineering (ICDE), pp. 543-554, 2003.
Susan Davidson,
Wenfei Fan,
Carmem Hara, and
Jing Qin
-
Interaction between Path and Type Constraints
ACM Transactions on Computational Logic (TOCL) 4(4):530-577,
October 2003.
Peter Buneman,
Wenfei Fan, and
Scott Weinstein
-
Integrity Constraints for XML
Journal of Computer and System Sciences (JCSS), 66(1):254-291,
February 2003 (invited).
Wenfei Fan and
Jérôme Siméon
-
Reasoning about Keys for XML
Information Systems , 28(8): 1037-1063, December 2003.
Peter Buneman,
Susan Davidson,
Wenfei Fan,
Carmem Hara,
WangChiew Tan.
-
TREX: DTD-Conforming XML to XML Transformations
Aoying Zhou, Qing Wang, ...,
Wenfei Fan
SIGMOD Demo, 2003.
2002
-
On XML Integrity Constraints in the Presence of DTDs
Journal of the ACM (JACM), Volume 49 , Issue 3, pp
368 - 406, May 2002.
Wenfei Fan and
Leonid Libkin
-
On Verifying Consistency of XML Specifications
Proceedings of the 21st ACM Symposium on Principles of Database Systems
(PODS'02).
Marcelo Arenas,
Wenfei Fan and
Leonid Libkin
-
DTD-Directed Publishing with Attribute Translation Grammars
The 28th International Conference on Very Large Data Bases (VLDB'02)
.
Michael Benedikt,
Chee Yong Chan,
Wenfei Fan,
Rajeev Rastogi
and Shihui Zheng, Aoying Zhou
-
Tree Pattern Aggregation for Scalable XML Data Dissemination
The 28th International Conference on Very Large Data Bases (VLDB'02).
Chee Yong Chan,
Wenfei Fan,
Pascal Felber,
Minos Garofalakis, and
Rajeev Rastogi
-
What's Hard about XML Schema Constraints?
The 13th International Conference on
Database and Expert Systems Applications
(DEXA 2002) ,
LNCS 2453 , pp. 269-278, Spinger.
Marcelo Arenas,
Wenfei Fan and
Leonid Libkin
-
Keys for XML
Computer Networks, Volume 39, Issue 5, August 2002, pp
473 - 487 (invited).
The Best Paper of the Year Award for Computer Networks
Special Issue on XML.
Peter Buneman,
Susan Davidson,
Wenfei Fan,
Carmem Hara,
WangChiew Tan.
-
A Unified Constraint Model for XML
Computer Networks, Volume 39, Issue 5, August 2002, pp
489 - 505 (invited).
Wenfei Fan,
Gabriel Kuper, and
Jérôme Siméon.
2001
-
On XML Integrity Constraints in the Presence of DTDs
Proceedings of the 20th ACM Symposium on Principles of Database Systems
(PODS'01).
Wenfei Fan and
Leonid Libkin
-
Constraints for Semistructured Data and XML
SIGMOD Record 30(1),
March 2001 (invited).
Peter Buneman,
Wenfei Fan,
Jérôme Siméon and
Scott Weinstein
-
Keys for XML
The 10th International World Wide Web Conference (WWW'10)
Peter Buneman,
Susan Davidson,
Wenfei Fan,
Carmem Hara,
WangChiew Tan.
-
A Unified Constraint Model for XML
The 10th International World Wide Web Conference (WWW'10)
Wenfei Fan,
Gabriel Kuper, and
Jérôme Siméon.
-
Reasoning about Keys for XML
(relative keys)
Peter Buneman,
Susan Davidson,
Wenfei Fan,
Carmem Hara,
WangChiew Tan.
DBPL'01, Rome, Italy, 2001.
Lecture Notes in Computer Science (LNCS) 2397, pp. 133-148.
Full version:
Reasoning about Absolute and
Relative Keys for XML,
Technical Report TUCIS-TR-2001-002, CIS,
Temple University.
-
Keys with Upward Wildcards for XML
The 12th International Conference and on
Database and Expert Systems Applications
(DEXA 2001)
LNCS 2113 , pp. 657-667, Spinger.
Wenfei Fan, Peter Schwenzer, and Kun Wu
2000
1999
1998