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Jiefeng Cheng

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Books and Theses

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2007
[b1]
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Jiefeng Cheng:
Tu jie gou shu ju de cha xun chu li. Chinese University of Hong Kong, Hong Kong, 2007

Journal Articles

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2022
[j9]
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Yuanyuan Chen, Jiefeng Cheng, Xiaodong Song, Shuo Liu, Yuan Sun, Dajiang Yu, Shuangxi Fang:
Global-Scale Evaluation of XCO2 Products from GOSAT, OCO-2 and CarbonTracker Using Direct Comparison and Triple Collocation Method. Remote. Sens. 14(22): 5635 (2022)
2021
[j8]
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Li Liu, Ran Huang, Jiefeng Cheng, Weiwei Liu, Yan Chen, Qi Shao, Dingding Duan, Pengliang Wei, Yuanyuan Chen, Jingfeng Huang:
Monitoring Meteorological Drought in Southern China Using Remote Sensing Data. Remote. Sens. 13(19): 3858 (2021)
2020
[j7]
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Yiyan Qi, Jiefeng Cheng, Xiaojun Chen, Reynold Cheng, Albert Bifet, Pinghui Wang:
Discriminative Streaming Network Embedding. Knowl. Based Syst. 190: 105138 (2020)
2018
[j6]
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Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, Zhenguo Li, Jiefeng Cheng, John C. S. Lui, Don Towsley, Jing Tao, Xiaohong Guan:
MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs. IEEE Trans. Knowl. Data Eng. 30(1): 73-86 (2018)
2016
[j5]
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Qin Liu, Jiefeng Cheng, Zhenguo Li, John C. S. Lui:
VENUS: A System for Streamlined Graph Computation on a Single PC. IEEE Trans. Knowl. Data Eng. 28(8): 2230-2245 (2016)
2015
[j4]
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Zhenguo Li, Yixiang Fang, Qin Liu, Jiefeng Cheng, Reynold Cheng, John C. S. Lui:
Walking in the Cloud: Parallel SimRank at Scale. Proc. VLDB Endow. 9(1): 24-35 (2015)
2012
[j3]
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Baoxun Xu, Xiufeng Guo, Yunming Ye, Jiefeng Cheng:
An Improved Random Forest Classifier for Text Categorization. J. Comput. 7(12): 2913-2920 (2012)
2011
[j2]
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Jiefeng Cheng, Jeffrey Xu Yu, Philip S. Yu:
Graph Pattern Matching: A Join/Semijoin Approach. IEEE Trans. Knowl. Data Eng. 23(7): 1006-1021 (2011)
2009
[j1]
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Ramadhana Bramandia, Jiefeng Cheng, Byron Choi, Jeffrey Xu Yu:
Optimizing updates of recursive XML views of relations. VLDB J. 18(6): 1313-1333 (2009)

Conference and Workshop Papers

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2020
[c22]
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Jiawei Jiang, Pin Xiao, Lele Yu, Xiaosen Li, Jiefeng Cheng, Xupeng Miao, Zhipeng Zhang, Bin Cui:
PSGraph: How Tencent trains extremely large-scale graphs with Spark? ICDE 2020: 1549-1557
2019
[c21]
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  - conf/agro-geoinformatics/HuangLYCLCLH19
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Yanhong Huang, Shirui Li, Lingbo Yuang, Jiefeng Cheng, Wenjie Li, Yan Chen, Jingfeng Huang:
Estimating Tea Plantation Area Based on Multi-source Satellite Data. Agro-Geoinformatics 2019: 1-4
2018
[c20]
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Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, Zhenguo Li, Jiefeng Cheng, John C. S. Lui, Don Towsley, Xiaohong Guan:
MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs (Extended Abstract). ICDE 2018: 1773-1774
2016
[c19]
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  - conf/cikm/LiuLLC16
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Qin Liu, Zhenguo Li, John C. S. Lui, Jiefeng Cheng:
PowerWalk: Scalable Personalized PageRank via Random Walks with Vertex-Centric Decomposition. CIKM 2016: 195-204
2015
[c18]
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  - conf/icde/ChengLLFLH15
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Jiefeng Cheng, Qin Liu, Zhenguo Li, Wei Fan, John C. S. Lui, Cheng He:
VENUS: Vertex-centric streamlined graph computation on a single PC. ICDE 2015: 1131-1142
2013
[c17]
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  - conf/apweb/ZengCMWF13
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Li Zeng, Jiefeng Cheng, Jintao Meng, Bingqiang Wang, Shengzhong Feng:
Improved Parallel Processing of Massive De Bruijn Graph for Genome Assembly. APWeb 2013: 96-107
[c16]
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Jiefeng Cheng, Xianggang Zeng, Jeffrey Xu Yu:
Top-k graph pattern matching over large graphs. ICDE 2013: 1033-1044
2012
[c15]
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Reynold Cheng, Jian Gong, David W. Cheung, Jiefeng Cheng:
Evaluating Probabilistic Queries over Uncertain Matching. ICDE 2012: 1096-1107
[c14]
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Jintao Meng, Jianrui Yuan, Jiefeng Cheng, Yanjie Wei, Shengzhong Feng:
DGraph: Algorithms for Shortgun Reads Assembly Using De Bruijn Graph. NPC 2012: 14-21
[c13]
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Jintao Meng, Jianrui Yuan, Jiefeng Cheng, Yanjie Wei, Shengzhong Feng:
Small World Asynchronous Parallel Model for Genome Assembly. NPC 2012: 145-155
[c12]
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  - conf/waim/ZengCYF12
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Xianggang Zeng, Jiefeng Cheng, Jeffrey Xu Yu, Shengzhong Feng:
Top-K Graph Pattern Matching: A Twig Query Approach. WAIM 2012: 284-295
[c11]
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Pingshan Liu, Guimin Huang, Jiefeng Cheng, Shengzhong Feng, Jianping Fan:
Fibonacci Ring Overlay Networks with Distributed Chunk Storage for P2P VoD Streaming. ICCS 2012: 1354-1362
2010
[c10]
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Jiefeng Cheng, Jeffrey Xu Yu, Reynold Cheng:
On-Line Preferential Nearest Neighbor Browsing in Large Attributed Graphs. DASFAA Workshops 2010: 2-19
[c9]
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Xiaoyin Wang, David Lo, Jiefeng Cheng, Lu Zhang, Hong Mei, Jeffrey Xu Yu:
Matching dependence-related queries in the system dependence graph. ASE 2010: 457-466
[c8]
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  - conf/kdd/SunCCC10
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Liwen Sun, Reynold Cheng, David W. Cheung, Jiefeng Cheng:
Mining uncertain data with probabilistic guarantees. KDD 2010: 273-282
2009
[c7]
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  - conf/edbt/ChengY09
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Jiefeng Cheng, Jeffrey Xu Yu:
On-line exact shortest distance query processing. EDBT 2009: 481-492
2008
[c6]
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Jiefeng Cheng, Jeffrey Xu Yu, Xuemin Lin, Haixun Wang, Philip S. Yu:
Fast computing reachability labelings for large graphs with high compression rate. EDBT 2008: 193-204
[c5]
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Jiefeng Cheng, Jeffrey Xu Yu, Bolin Ding, Philip S. Yu, Haixun Wang:
Fast Graph Pattern Matching. ICDE 2008: 913-922
2007
[c4]
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  - conf/dasfaa/ChengYD07
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Jiefeng Cheng, Jeffrey Xu Yu, Bolin Ding:
Cost-Based Query Optimization for Multi Reachability Joins. DASFAA 2007: 18-30
2006
[c3]
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Jiefeng Cheng, Jeffrey Xu Yu, Nan Tang:
Fast Reachability Query Processing. DASFAA 2006: 674-688
[c2]
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Jiefeng Cheng, Jeffrey Xu Yu, Xuemin Lin, Haixun Wang, Philip S. Yu:
Fast Computation of Reachability Labeling for Large Graphs. EDBT 2006: 961-979
2003
[c1]
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Jiefeng Cheng, Ge Yu, Guoren Wang, Jeffrey Xu Yu:
PathGuide: An Efficient Clustering Based Indexing Method for XML Path Expressions. DASFAA 2003: 257-264

Parts in Books or Collections

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2011
[p2]
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Jiefeng Cheng, Jeffrey Xu Yu:
A Survey of Relational Approaches for Graph Pattern Matching over Large Graphs. Graph Data Management 2011: 112-141
2010
[p1]
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  - series/ads/YuC10
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Jeffrey Xu Yu, Jiefeng Cheng:
Graph Reachability Queries: A Survey. Managing and Mining Graph Data 2010: 181-215

Informal and Other Publications

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2016
[i2]
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Pinghui Wang, Xiangliang Zhang, Zhenguo Li, Jiefeng Cheng, John C. S. Lui, Don Towsley, Junzhou Zhao, Jing Tao, Xiaohong Guan:
A Fast Sampling Method of Exploring Graphlet Degrees of Large Directed and Undirected Graphs. CoRR abs/1604.08691 (2016)
[i1]
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Qin Liu, Zhenguo Li, John C. S. Lui, Jiefeng Cheng:
PowerWalk: Scalable Personalized PageRank via Random Walks with Vertex-Centric Decomposition. CoRR abs/1608.06054 (2016)

Coauthor Index

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