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Eric Lo 0001

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affiliation: Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong
affiliation (former): Hong Kong Polytechnic University, Department of Computing, Hong Kong
affiliation (former): Google Research, Mountain View, CA, USA
affiliation (PhD 2007): ETH Zurich, Computer Science Department, Switzerland

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Journal Articles

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2023
[j28]
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Ziliang Lai, Chris Liu, Eric Lo:
When Private Blockchain Meets Deterministic Database. Proc. ACM Manag. Data 1(1): 98:1-98:28 (2023)
2022
[j27]
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Manuel Rigger, Alexander Böhm, Maria Christakis, Eric Lo:
Report from Dagstuhl Seminar 21442: Ensuring the Reliability and Robustness of Database Management Systems. Datenbank-Spektrum 22(3): 261-263 (2022)
[j26]
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Chaichon Wongkham, Baotong Lu, Chris Liu, Zhicong Zhong, Eric Lo, Tianzheng Wang:
Are Updatable Learned Indexes Ready? Proc. VLDB Endow. 15(11): 3004-3017 (2022)
2021
[j25]
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Baotong Lu, Jialin Ding, Eric Lo, Umar Farooq Minhas, Tianzheng Wang:
APEX: A High-Performance Learned Index on Persistent Memory. Proc. VLDB Endow. 15(3): 597-610 (2021)
[j24]
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Baotong Lu, Xiangpeng Hao, Tianzheng Wang, Eric Lo:
Scaling Dynamic Hash Tables on Real Persistent Memory. SIGMOD Rec. 50(1): 87-94 (2021)
2020
[j23]
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Qin Cao, Zhenghao Zhang, Alexander Xi Fu, Qiong Wu, Tin-Lap Lee, Eric Lo, Alfred S. L. Cheng, Chao Cheng, Danny Leung, Kevin Y. Yip:
A unified framework for integrative study of heterogeneous gene regulatory mechanisms. Nat. Mach. Intell. 2(8): 447-456 (2020)
[j22]
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Baotong Lu, Xiangpeng Hao, Tianzheng Wang, Eric Lo:
Dash: Scalable Hashing on Persistent Memory. Proc. VLDB Endow. 13(8): 1147-1161 (2020)
2019
[j21]
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Ran Bai, Wing-Kai Hon, Eric Lo, Zhian He, Kenny Q. Zhu:
Historic Moments Discovery in Sequence Data. ACM Trans. Database Syst. 44(1): 3:1-3:33 (2019)
2017
[j20]
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Petrie Wong, Cliz Sun, Eric Lo, Man Lung Yiu, Xiaowei Wu, Zhichao Zhao, T.-H. Hubert Chan, Ben Kao:
Finding k most influential edges on flow graphs. Inf. Syst. 65: 93-105 (2017)
[j19]
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Chenghui Ren, Eric Lo, Ben Kao, Xinjie Zhu, Reynold Cheng, David W. Cheung:
Efficient processing of shortest path queries in evolving graph sequences. Inf. Syst. 70: 18-31 (2017)
[j18]
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Zhian He, Petrie Wong, Ben Kao, Eric Lo, Reynold Cheng, Ziqiang Feng:
Efficient Pattern-Based Aggregation on Sequence Data. IEEE Trans. Knowl. Data Eng. 29(2): 286-299 (2017)
2016
[j17]
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Wenjian Xu, Zhian He, Eric Lo, Chi-Yin Chow:
Explaining Missing Answers to Top-k SQL Queries. IEEE Trans. Knowl. Data Eng. 28(8): 2071-2085 (2016)
2015
[j16]
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Zhian He, Wai Kit Wong, Ben Kao, David Wai-Lok Cheung, Rongbin Li, Siu-Ming Yiu, Eric Lo:
SDB: A Secure Query Processing System with Data Interoperability. Proc. VLDB Endow. 8(12): 1876-1879 (2015)
[j15]
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Duncan Yung, Yu Li, Eric Lo, Man Lung Yiu:
Efficient Authentication of Continuously Moving k NN Queries. IEEE Trans. Mob. Comput. 14(9): 1806-1819 (2015)
2014
[j14]
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Zhian He, Eric Lo:
Answering Why-Not Questions on Top-K Queries. IEEE Trans. Knowl. Data Eng. 26(6): 1300-1315 (2014)
[j13]
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Jianguo Wang, Eric Lo, Man Lung Yiu, Jiancong Tong, Gang Wang, Xiaoguang Liu:
Cache Design of SSD-Based Search Engine Architectures: An Experimental Study. ACM Trans. Inf. Syst. 32(4): 21:1-21:26 (2014)
[j12]
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Eric Lo, Nick Cheng, Wilfred W. K. Lin, Wing-Kai Hon, Byron Choi:
MyBenchmark: generating databases for query workloads. VLDB J. 23(6): 895-913 (2014)
2013
[j11]
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Jianguo Wang, Eric Lo, Man Lung Yiu:
Identifying the Most Connected Vertices in Hidden Bipartite Graphs Using Group Testing. IEEE Trans. Knowl. Data Eng. 25(10): 2245-2256 (2013)
2012
[j10]
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Duncan Yung, Man Lung Yiu, Eric Lo:
A safe-exit approach for efficient network-based moving range queries. Data Knowl. Eng. 72: 126-147 (2012)
[j9]
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Man Lung Yiu, Eric Lo, Duncan Yung:
Measuring the Sky: On Computing Data Cubes via Skylining the Measures. IEEE Trans. Knowl. Data Eng. 24(3): 492-505 (2012)
2011
[j8]
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Chenghui Ren, Eric Lo, Ben Kao, Xinjie Zhu, Reynold Cheng:
On Querying Historical Evolving Graph Sequences. Proc. VLDB Endow. 4(11): 726-737 (2011)
2010
[j7]
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Reynold Cheng, Eric Lo, Xuan S. Yang, Ming-Hay Luk, Xiang Li, Xike Xie:
Explore or Exploit? Effective Strategies for Disambiguating Large Databases. Proc. VLDB Endow. 3(1): 815-825 (2010)
[j6]
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Eric Lo, Nick Cheng, Wing-Kai Hon:
Generating Databases for Query Workloads. Proc. VLDB Endow. 3(1): 848-859 (2010)
[j5]
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Eric Lo, Carsten Binnig, Donald Kossmann, M. Tamer Özsu, Wing-Kai Hon:
A framework for testing DBMS features. VLDB J. 19(2): 203-230 (2010)
2008
[j4]
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Carsten Binnig, Donald Kossmann, Eric Lo:
Towards Automatic Test Database Generation. IEEE Data Eng. Bull. 31(1): 28-35 (2008)
2007
[j3]
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Florian Haftmann, Donald Kossmann, Eric Lo:
A framework for efficient regression tests on database applications. VLDB J. 16(1): 145-164 (2007)
2006
[j2]
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  - journals/dke/LoYLC06
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Eric Lo, Kevin Y. Yip, King-Ip Lin, David W. Cheung:
Progressive skylining over Web-accessible databases. Data Knowl. Eng. 57(2): 122-147 (2006)
[j1]
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  - journals/wias/LoCNL06
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Eric Lo, David Wai-Lok Cheung, Chi-Yuen Ng, Thomas Lee:
WSIPL: An XML scripting language for integrating web service data and applications. Web Intell. Agent Syst. 4(1): 25-41 (2006)

Conference and Workshop Papers

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2023
[c53]
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  - conf/icde/AmiriLPL0Z23
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Mohammad Javad Amiri, Ziliang Lai, Liana Patel, Boon Thau Loo, Eric Lo, Wenchao Zhou:
Saguaro: An Edge Computing-Enabled Hierarchical Permissioned Blockchain. ICDE 2023: 259-272
[c52]
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  - conf/icde/LaiFZMPL023
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Ziliang Lai, Hua Fan, Wenchao Zhou, Zhanfeng Ma, Xiang Peng, Feifei Li, Eric Lo:
Knock Out 2PC with Practicality Intact: a High-performance and General Distributed Transaction Protocol. ICDE 2023: 2317-2331
[c51]
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Yuechen Zhang, Jinbo Xing, Eric Lo, Jiaya Jia:
Real-World Image Variation by Aligning Diffusion Inversion Chain. NeurIPS 2023
2022
[c50]
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Pengfei Zhang, Ziqiang Feng, Eric Lo, Hailin Qin:
ByteStore: Hybrid Layouts for Main-Memory Column Stores. IEEE Big Data 2022: 170-179
[c49]
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Pengfei Zhang, Chenxia Han, Eric Lo:
More is Less - Byte-quantized models are faster than bit-quantized models on the edge. IEEE Big Data 2022: 5632-5638
[c48]
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  - conf/sigmod/LaiLHZ0K22
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Ziliang Lai, Chris Liu, Chenxia Han, Pengfei Zhang, Eric Lo, Ben Kao:
Everest: A Top-K Deep Video Analytics System. SIGMOD Conference 2022: 2357-2360
2021
[c47]
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  - conf/sigmod/ChenFJ0Z21
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Zitong Chen, Ada Wai-Chee Fu, Minhao Jiang, Eric Lo, Pengfei Zhang:
P2H: Efficient Distance Querying on Road Networks by Projected Vertex Separators. SIGMOD Conference 2021: 313-325
[c46]
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Ziliang Lai, Chenxia Han, Chris Liu, Pengfei Zhang, Eric Lo, Ben Kao:
Top-K Deep Video Analytics: A Probabilistic Approach. SIGMOD Conference 2021: 1037-1050
2020
[c45]
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  - conf/aaai/ZhangLL20
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Pengfei Zhang, Eric Lo, Baotong Lu:
High Performance Depthwise and Pointwise Convolutions on Mobile Devices. AAAI 2020: 6795-6802
[c44]
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  - conf/bigdataconf/LiuZTSL0C20
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Chris Liu, Pengfei Zhang, Bo Tang, Hang Shen, Ziliang Lai, Eric Lo, Korris Fu-Lai Chung:
Towards Self-Tuning Parameter Servers. IEEE BigData 2020: 310-319
[c43]
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Ran Bai, Ziliang Lai, Eric Lo, Wing-Kai Hon, Pengfei Zhang:
Practical Range Counting over Data Streams. IEEE BigData 2020: 659-668
2019
[c42]
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Zhuoyue Zhao, Jialing Pei, Kenny Q. Zhu, Eric Lo, Chris Liu:
InferSpark: Statistical Inference at Scale. BigComp 2019: 1-8
[c41]
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Eric Lo:
Decentralized Search on Decentralized Web. CIDR 2019
[c40]
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Xuntao Cheng, Bingsheng He, Eric Lo, Wei Wang, Shengliang Lu, Xinyu Chen:
Deploying Hash Tables on Die-Stacked High Bandwidth Memory. CIKM 2019: 239-248
2018
[c39]
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Wenjian Xu, Eric Lo, Pengfei Zhang:
DIFusion: Fast Skip-Scan with Zero Space Overhead. ICDE 2018: 1244-1247
[c38]
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  - conf/ithings/ChowLLL018
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Sherman S. M. Chow, Ziliang Lai, Chris Liu, Eric Lo, Yongjun Zhao:
Sharding Blockchain. iThings/GreenCom/CPSCom/SmartData 2018: 1665
2016
[c37]
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Qiang Zhang, Andy He, Chris Liu, Eric Lo:
Closest Interval Join Using MapReduce. DSAA 2016: 302-311
[c36]
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Wenjian Xu, Ziqiang Feng, Eric Lo:
Fast Multi-Column Sorting in Main-Memory Column-Stores. SIGMOD Conference 2016: 1263-1278
2015
[c35]
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  - conf/damon/WongFXLK15
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Petrie Wong, Ziqiang Feng, Wenjian Xu, Eric Lo, Ben Kao:
TLB misses: The Missing Issue of Adaptive Radix Tree? DaMoN 2015: 6:1-6:7
[c34]
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Yu Li, Eric Lo, Man Lung Yiu, Wenjian Xu:
Query Optimization over Cloud Data Market. EDBT 2015: 229-240
[c33]
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  - conf/icde/FengL15
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Ziqiang Feng, Eric Lo:
Accelerating aggregation using intra-cycle parallelism. ICDE 2015: 291-302
[c32]
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Ziqiang Feng, Eric Lo, Ben Kao, Wenjian Xu:
ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout. SIGMOD Conference 2015: 31-46
[c31]
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Petrie Wong, Zhian He, Ziqiang Feng, Wenjian Xu, Eric Lo:
Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach. SIGMOD Conference 2015: 1063-1068
2014
[c30]
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Xiao Jia, Chao Pan, Xinhui Xu, Kenny Q. Zhu, Eric Lo:
ρ-uncertainty Anonymization by Partial Suppression. DASFAA (2) 2014: 188-202
[c29]
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Petrie Wong, Duncan Yung, Ming-Hay Luk, Eric Lo, Man Lung Yiu, Kenny Q. Zhu:
Efficient Processing of Which-Edge Questions on Shortest Path Queries. DASFAA (1) 2014: 251-265
2013
[c28]
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  - conf/cikm/MoCKYRLCL13
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Luyi Mo, Reynold Cheng, Ben Kao, Xuan S. Yang, Chenghui Ren, Siyu Lei, David W. Cheung, Eric Lo:
Optimizing plurality for human intelligence tasks. CIKM 2013: 1929-1938
[c27]
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Zhian He, Petrie Wong, Ben Kao, Eric Lo, Reynold Cheng:
Fast evaluation of iceberg pattern-based aggregate queries. CIKM 2013: 2219-2224
[c26]
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  - conf/edbt/ZhaoWSZL13
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Kaiqi Zhao, Enxun Wei, Qingyu Sui, Kenny Q. Zhu, Eric Lo:
CISC: clustered image search by conceptualization. EDBT 2013: 749-752
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Yiwei Zhang, Eric Lo, Ben Kao:
On the Use of Bug and Predicate Signatures for Statistical Debugging. SEKE 2013: 249-299
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Jianguo Wang, Eric Lo, Man Lung Yiu, Jiancong Tong, Gang Wang, Xiaoguang Liu:
The impact of solid state drive on search engine cache management. SIGIR 2013: 693-702
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Petrie Wong, Zhian He, Eric Lo:
Parallel analytics as a service. SIGMOD Conference 2013: 25-36
2012
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Yiwei Zhang, Eric Lo, Ben Kao:
Evaluation Metric for Multiple-Bug Localization with Simple and Complex Predicates. APSEC 2012: 288-293
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Ruirui Li, Ben Kao, Bin Bi, Reynold Cheng, Eric Lo:
DQR: a probabilistic approach to diversified query recommendation. CIKM 2012: 16-25
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Duncan Yung, Eric Lo, Man Lung Yiu:
Authentication of moving range queries. CIKM 2012: 1372-1381
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Zhian He, Eric Lo:
Answering Why-not Questions on Top-k Queries. ICDE 2012: 750-761
2011
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Chun Kit Chui, Ben Kao, Eric Lo, Reynold Cheng:
I/O-efficient algorithms for answering pattern-based aggregate queries in a sequence OLAP system. CIKM 2011: 1619-1628
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Man Lung Yiu, Eric Lo, Duncan Yung:
Authentication of moving kNN queries. ICDE 2011: 565-576
2010
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Raymond Chi-Wing Wong, Eric Lo:
Competitive Privacy: Secure Analysis on Integrated Sequence Data. DASFAA (2) 2010: 168-175
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Joe Tang, Eric Lo:
A lightweight framework for testing database applications. SAC 2010: 1632-1637
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  - conf/secon/BerchmansHHLLY10
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Fredrick J. Berchmans, Wing-Kai Hon, Abner C. Y. Huang, Chih-Shan Liu, Eric Lo, David K. Y. Yau:
Optimizing Link Assignment to Enhance Service in Probabilistic Network. SECON 2010: 235-243
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Chun Kit Chui, Ben Kao, Eric Lo, David W. Cheung:
S-OLAP: an OLAP system for analyzing sequence data. SIGMOD Conference 2010: 1131-1134
2009
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Chun Kit Chui, Eric Lo, Ben Kao, Wai-Shing Ho:
Supporting ranking pattern-based aggregate queries in sequence data cubes. CIKM 2009: 997-1006
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Ming-Hay Luk, Man Lung Yiu, Eric Lo:
Group-by skyline query processing in relational engines. CIKM 2009: 1433-1436
2008
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Carsten Binnig, Donald Kossmann, Eric Lo, Angel Saenz-Badillos:
Automatic Result Verification for the Functional Testing of a Query Language. ICDE 2008: 1534-1536
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Carsten Binnig, Donald Kossmann, Eric Lo:
Multi-RQP: generating test databases for the functional testing of OLTP applications. DBTest 2008: 5
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Eric Lo, Ben Kao, Wai-Shing Ho, Sau Dan Lee, Chun Kit Chui, David W. Cheung:
OLAP on sequence data. SIGMOD Conference 2008: 649-660
2007
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Carsten Binnig, Donald Kossmann, Eric Lo:
Reverse Query Processing. ICDE 2007: 506-515
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Carsten Binnig, Donald Kossmann, Eric Lo, M. Tamer Özsu:
QAGen: generating query-aware test databases. SIGMOD Conference 2007: 341-352
2006
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Carsten Binnig, Donald Kossmann, Eric Lo:
Testing database applications. SIGMOD Conference 2006: 739-741
2005
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Florian Haftmann, Donald Kossmann, Eric Lo:
Parallel Execution of Test Runs for Database Application Systems. VLDB 2005: 589-600
2004
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Wai-Shing Ho, Ben Kao, David Wai-Lok Cheung, Chi Lap Yip, Eric Lo:
SF-Tree: An Efficient and Flexible Structure for Estimating Selectivity of Simple Path Expressions with Statistical Accuracy Guarantee. DASFAA 2004: 52-62
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Eric Lo, Nikos Mamoulis, David Wai-Lok Cheung, Wai-Shing Ho, Panos Kalnis:
Processing Ad-Hoc Joins on Mobile Devices. DEXA 2004: 611-621
2003
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David W. Cheung, Eric Lo, Chi-Yuen Ng, Thomas Lee:
Web Services Oriented Data Processing and Integration. WWW (Alternate Paper Tracks) 2003

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2017
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Ee-Peng Lim, Marianne Winslett, Mark Sanderson, Ada Wai-Chee Fu, Jimeng Sun, J. Shane Culpepper, Eric Lo, Joyce C. Ho, Debora Donato, Rakesh Agrawal, Yu Zheng, Carlos Castillo, Aixin Sun, Vincent S. Tseng, Chenliang Li:
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017. ACM 2017, ISBN 978-1-4503-4918-5 [contents]
2012
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Eric Lo, Florian Waas:
Proceedings of the Fifth International Workshop on Testing Database Systems, DBTest 2012, Scottsdale, AZ, USA, May 21, 2012. ACM 2012, ISBN 978-1-4503-1429-9 [contents]

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2023
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Ziliang Lai, Hua Fan, Wenchao Zhou, Zhanfeng Ma, Xiang Peng, Feifei Li, Eric Lo:
Knock Out 2PC with Practicality Intact: a High-performance and General Distributed Transaction Protocol (Technical Report). CoRR abs/2302.12517 (2023)
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Yuechen Zhang, Jinbo Xing, Eric Lo, Jiaya Jia:
Real-World Image Variation by Aligning Diffusion Inversion Chain. CoRR abs/2305.18729 (2023)
2022
[i13]
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Zhisheng Zhong, Jiequan Cui, Eric Lo, Zeming Li, Jian Sun, Jiaya Jia:
Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition. CoRR abs/2203.11506 (2022)
[i12]
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Chaichon Wongkham, Baotong Lu, Chris Liu, Zhicong Zhong, Eric Lo, Tianzheng Wang:
Are Updatable Learned Indexes Ready? CoRR abs/2207.02900 (2022)
[i11]
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Pengfei Zhang, Ziqiang Feng, Eric Lo, Hailin Qin:
ByteStore: Hybrid Layouts for Main-Memory Column Stores. CoRR abs/2209.00220 (2022)
[i10]
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Ziliang Lai, Chris Liu, Eric Lo:
When Private Blockchain Meets Deterministic Database. CoRR abs/2211.15163 (2022)
2021
[i9]
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Mohammad Javad Amiri, Ziliang Lai, Liana Patel, Boon Thau Loo, Eric Lo, Wenchao Zhou:
Saguaro: Efficient Processing of Transactions in Wide Area Networks using a Hierarchical Permissioned Blockchain. CoRR abs/2101.08819 (2021)
[i8]
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Baotong Lu, Jialin Ding, Eric Lo, Umar Farooq Minhas, Tianzheng Wang:
APEX: A High-Performance Learned Index on Persistent Memory. CoRR abs/2105.00683 (2021)
[i7]
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Alexander Böhm, Maria Christakis, Eric Lo, Manuel Rigger:
Ensuring the Reliability and Robustness of Database Management Systems (Dagstuhl Seminar 21442). Dagstuhl Reports 11(10): 20-35 (2021)
2020
[i6]
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Pengfei Zhang, Eric Lo, Baotong Lu:
High Performance Depthwise and Pointwise Convolutions on Mobile Devices. CoRR abs/2001.02504 (2020)
[i5]
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Ziliang Lai, Chenxia Han, Chris Liu, Pengfei Zhang, Eric Lo, Ben Kao:
Finding Interesting Frames in Deep Video Analytics: a Top-K Approach. CoRR abs/2003.00773 (2020)
[i4]
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Baotong Lu, Xiangpeng Hao, Tianzheng Wang, Eric Lo:
Dash: Scalable Hashing on Persistent Memory. CoRR abs/2003.07302 (2020)
2018
[i3]
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Ziliang Lai, Chris Liu, Eric Lo, Ben Kao, Siu-Ming Yiu:
Decentralized Search on Decentralized Web. CoRR abs/1809.00939 (2018)
[i2]
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Chris Liu, Pengfei Zhang, Bo Tang, Hang Shen, Lei Zhu, Ziliang Lai, Eric Lo:
Towards Self-Tuning Parameter Servers. CoRR abs/1810.02935 (2018)
2017
[i1]
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Zhuoyue Zhao, Eric Lo, Kenny Q. Zhu, Chris Liu:
InferSpark: Statistical Inference at Scale. CoRR abs/1707.02047 (2017)

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