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2020 – today

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2024
[j13]
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Venkata Vamsikrishna Meduri, Abdul Quamar, Chuan Lei, Xiao Qin, Berthold Reinwald:
Alfa: active learning for graph neural network-based semantic schema alignment. VLDB J. 33(4): 981-1011 (2024)
[c31]
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  - conf/icde/LouLQWFAR24
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Yuze Lou, Chuan Lei, Xiao Qin, Zichen Wang, Christos Faloutsos, Rishita Anubhai, Huzefa Rangwala:
DATALORE: Can a Large Language Model Find All Lost Scrolls in a Data Repository? ICDE 2024: 5170-5176
[c30]
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Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis:
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners. ICLR 2024
[c29]
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Vasilis Efthymiou, Sainyam Galhotra, Oktie Hassanzadeh, Chuan Lei, Kavitha Srinivas:
2nd International Workshop on Tabular Data Analysis (TaDA). VLDB Workshops 2024
[c28]
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Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang:
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs. VLDB Workshops 2024
[i13]
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  - journals/corr/abs-2402-14361
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Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis:
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners. CoRR abs/2402.14361 (2024)
[i12]
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  - journals/corr/abs-2403-07653
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Christos Koutras, Jiani Zhang, Xiao Qin, Chuan Lei, Vasileios Ioannidis, Christos Faloutsos, George Karypis, Asterios Katsifodimos:
OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories. CoRR abs/2403.07653 (2024)
[i11]
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  - journals/corr/abs-2404-18209
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Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang:
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs. CoRR abs/2404.18209 (2024)
[i10]
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  - journals/corr/abs-2406-09534
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Jiaming Liang, Chuan Lei, Xiao Qin, Jiani Zhang, Asterios Katsifodimos, Christos Faloutsos, Huzefa Rangwala:
FeatNavigator: Automatic Feature Augmentation on Tabular Data. CoRR abs/2406.09534 (2024)
2023
[j12]
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Chuan Lei, Abdul Quamar, Vasilis Efthymiou, Fatma Özcan, Rana Alotaibi:
HERMES: data placement and schema optimization for enterprise knowledge bases. VLDB J. 32(3): 549-574 (2023)
[c27]
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  - conf/acl/HuWQLSFKKWY23
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Xuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen, Christos Faloutsos, Asterios Katsifodimos, George Karypis, Lijie Wen, Philip S. Yu:
Automatic Table Union Search with Tabular Representation Learning. ACL (Findings) 2023: 3786-3800
[c26]
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Xiao Qin, Nasrullah Sheikh, Chuan Lei, Berthold Reinwald, Giacomo Domeniconi:
SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic Graphs. ICDE 2023: 2850-2863
2022
[j11]
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  - journals/ftdb/QuamarELO22
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Abdul Quamar, Vasilis Efthymiou, Chuan Lei, Fatma Özcan:
Natural Language Interfaces to Data. Found. Trends Databases 11(4): 319-414 (2022)
[c25]
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  - conf/eurosys/Sheikh0RL22
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Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei:
Scaling knowledge graph embedding models for link prediction. EuroMLSys@EuroSys 2022: 87-94
[c24]
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  - conf/sigmod/MaLPR22
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Lei Ma, Chuan Lei, Olga Poppe, Elke A. Rundensteiner:
Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation. SIGMOD Conference 2022: 1122-1135
[i9]
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  - journals/corr/abs-2201-02791
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Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei:
Scaling Knowledge Graph Embedding Models. CoRR abs/2201.02791 (2022)
[i8]
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  - journals/corr/abs-2212-13074
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Abdul Quamar, Vasilis Efthymiou, Chuan Lei, Fatma Özcan:
Natural Language Interfaces to Data. CoRR abs/2212.13074 (2022)
2021
[c23]
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  - conf/aaai/AhmetajEFKLO021
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Shqiponja Ahmetaj, Vasilis Efthymiou, Ronald Fagin, Phokion G. Kolaitis, Chuan Lei, Fatma Özcan, Lucian Popa:
Ontology-Enriched Query Answering on Relational Databases. AAAI 2021: 15247-15254
[c22]
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  - conf/icde/AlotaibiLQEO21
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Rana Alotaibi, Chuan Lei, Abdul Quamar, Vasilis Efthymiou, Fatma Özcan:
Property Graph Schema Optimization for Domain-Specific Knowledge Graphs. ICDE 2021: 924-935
[c21]
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  - conf/kdd/HaoLEQOS021
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Junheng Hao, Chuan Lei, Vasilis Efthymiou, Abdul Quamar, Fatma Özcan, Yizhou Sun, Wei Wang:
MEDTO: Medical Data to Ontology Matching Using Hybrid Graph Neural Networks. KDD 2021: 2946-2954
[c20]
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  - conf/sigmod/OzcanLQE21
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Fatma Özcan, Chuan Lei, Abdul Quamar, Vasilis Efthymiou:
Semantic enrichment of data for AI applications. DEEM@SIGMOD 2021: 4:1-4:7
[c19]
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  - conf/sigmod/PoppeLMRR21
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Olga Poppe, Chuan Lei, Lei Ma, Allison Rozet, Elke A. Rundensteiner:
To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams. SIGMOD Conference 2021: 1452-1464
[c18]
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  - conf/sigmod/Vretinaris0EQO21
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Alina Vretinaris, Chuan Lei, Vasilis Efthymiou, Xiao Qin, Fatma Özcan:
Medical Entity Disambiguation Using Graph Neural Networks. SIGMOD Conference 2021: 2310-2318
[i7]
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  - journals/corr/abs-2101-00361
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Olga Poppe, Chuan Lei, Lei Ma, Allison Rozet, Elke A. Rundensteiner:
To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams. CoRR abs/2101.00361 (2021)
[i6]
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  - journals/corr/abs-2104-01488
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Alina Vretinaris, Chuan Lei, Vasilis Efthymiou, Xiao Qin, Fatma Özcan:
Medical Entity Disambiguation Using Graph Neural Networks. CoRR abs/2104.01488 (2021)
[i5]
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  - journals/corr/abs-2105-00467
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Venkata Vamsikrishna Meduri, Abdul Quamar, Chuan Lei, Vasilis Efthymiou, Fatma Ozcan:
BI-REC: Guided Data Analysis for Conversational Business Intelligence. CoRR abs/2105.00467 (2021)
2020
[j10]
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  - journals/pvldb/SenLQOEDSMSS20
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Jaydeep Sen, Chuan Lei, Abdul Quamar, Fatma Özcan, Vasilis Efthymiou, Ayushi Dalmia, Greg Stager, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan:
ATHENA++: Natural Language Querying for Complex Nested SQL Queries. Proc. VLDB Endow. 13(11): 2747-2759 (2020)
[c17]
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  - conf/IEEEscc/HanHSDGILEOQHM20
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Xue Han, Lianxue Hu, Jaydeep Sen, Yabin Dang, Buyu Gao, Vatche Isahagian, Chuan Lei, Vasilis Efthymiou, Fatma Özcan, Abdul Quamar, Ziming Huang, Vinod Muthusamy:
Bootstrapping Natural Language Querying on Process Automation Data. SCC 2020: 170-177
[c16]
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  - conf/cikm/RozetPLR20
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Allison Rozet, Olga Poppe, Chuan Lei, Elke A. Rundensteiner:
Muse: Multi-query Event Trend Aggregation. CIKM 2020: 2193-2196
[c15]
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  - conf/edbt/LeiEGO20
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Chuan Lei, Vasilis Efthymiou, Rebecca Geis, Fatma Ozcan:
Expanding Query Answers on Medical Knowledge Bases. EDBT 2020: 567-578
[c14]
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  - conf/sigmod/QuamarLMOKME20
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Abdul Quamar, Chuan Lei, Dorian Miller, Fatma Ozcan, Jeffrey T. Kreulen, Robert J. Moore, Vasilis Efthymiou:
An Ontology-Based Conversation System for Knowledge Bases. SIGMOD Conference 2020: 361-376
[c13]
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  - conf/sigmod/OzcanQSLE20
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Fatma Ozcan, Abdul Quamar, Jaydeep Sen, Chuan Lei, Vasilis Efthymiou:
State of the Art and Open Challenges in Natural Language Interfaces to Data. SIGMOD Conference 2020: 2629-2636
[i4]
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  - journals/corr/abs-2003-11580
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Chuan Lei, Rana Alotaibi, Abdul Quamar, Vasilis Efthymiou, Fatma Özcan:
Property Graph Schema Optimization for Domain-Specific Knowledge Graphs. CoRR abs/2003.11580 (2020)
[i3]
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  - journals/corr/abs-2010-02987
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier:
Event Trend Aggregation Under Rich Event Matching Semantics. CoRR abs/2010.02987 (2020)
[i2]
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  - journals/corr/abs-2010-02988
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier:
GRETA: Graph-based Real-time Event Trend Aggregation. CoRR abs/2010.02988 (2020)
[i1]
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  - journals/corr/abs-2010-02989
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Olga Poppe, Allison Rozet, Chuan Lei, Elke A. Rundensteiner, David Maier:
Sharon: Shared Online Event Sequence Aggregation. CoRR abs/2010.02989 (2020)

2010 – 2019

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2019
[c12]
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  - conf/sigmod/PoppeLR019
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier:
Event Trend Aggregation Under Rich Event Matching Semantics. SIGMOD Conference 2019: 555-572
[c11]
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Jaydeep Sen, Fatma Ozcan, Abdul Quamar, Greg Stager, Ashish R. Mittal, Manasa Jammi, Chuan Lei, Diptikalyan Saha, Karthik Sankaranarayanan:
Natural Language Querying of Complex Business Intelligence Queries. SIGMOD Conference 2019: 1997-2000
2018
[j9]
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  - journals/debu/LeiOQMSSS18
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Chuan Lei, Fatma Özcan, Abdul Quamar, Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan:
Ontology-Based Natural Language Query Interfaces for Data Exploration. IEEE Data Eng. Bull. 41(3): 52-63 (2018)
[c10]
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  - conf/icde/PoppeRLR018
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Olga Poppe, Allison Rozet, Chuan Lei, Elke A. Rundensteiner, David Maier:
Sharon: Shared Online Event Sequence Aggregation. ICDE 2018: 737-748
2017
[j8]
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier:
GRETA: Graph-based Real-time Event Trend Aggregation. Proc. VLDB Endow. 11(1): 80-92 (2017)
[c9]
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Daniel J. Dougherty, Goutham Deva, Nicholas Fajardo, James Owens, Thomas Schweich, MaryAnn Van Valkenburg, Sarun Paisarnsrisomsuk, Pitchaya Wiratchotisatian, George Gettel, Robert Hollinger, Devin Roberts, Daniel Tocco:
CAESAR: Context-Aware Event Stream Analytics for Urban Transportation Services. EDBT 2017: 590-593
[c8]
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Olga Poppe, Chuan Lei, Salah Ahmed, Elke A. Rundensteiner:
Complete Event Trend Detection in High-Rate Event Streams. SIGMOD Conference 2017: 109-124
2016
[c7]
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  - conf/cikm/ZhuangLRE16
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Zhongfang Zhuang, Chuan Lei, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
PRO: Preference-Aware Recurring Query Optimization. CIKM 2016: 2191-2196
[c6]
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  - conf/debs/RayLR16
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Medhabi Ray, Chuan Lei, Elke A. Rundensteiner:
SPASS: scalable event stream processing leveraging sharing opportunities: poster. DEBS 2016: 336-339
[c5]
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Daniel J. Dougherty:
Context-Aware Event Stream Analytics. EDBT 2016: 413-424
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Medhabi Ray, Chuan Lei, Elke A. Rundensteiner:
Scalable Pattern Sharing on Event Streams. SIGMOD Conference 2016: 495-510
2015
[j7]
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Elke A. Rundensteiner, Olga Poppe, Chuan Lei, Medhabi Ray, Lei Cao, Yingmei Qi, Mo Liu, Di Wang:
Exploiting Sharing Opportunities for Real-time Complex Event Analytics. IEEE Data Eng. Bull. 38(4): 82-93 (2015)
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Chuan Lei, Zhongfang Zhuang, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
Shared Execution of Recurring Workloads in MapReduce. Proc. VLDB Endow. 8(7): 714-725 (2015)
2014
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Chuan Lei, Jun Zhang, Qiang Gao:
Detection of unknown and arbitrary sparse signals against noise. IET Signal Process. 8(2): 146-157 (2014)
[j4]
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Chuan Lei, Zhongfang Zhuang, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
Redoop Infrastructure for Recurring Big Data Queries. Proc. VLDB Endow. 7(13): 1589-1592 (2014)
[j3]
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Chuan Lei, Elke A. Rundensteiner:
Robust Distributed Query Processing for Streaming Data. ACM Trans. Database Syst. 39(2): 17:1-17:45 (2014)
[c3]
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Chuan Lei, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
Redoop: Supporting Recurring Queries in Hadoop. EDBT 2014: 25-36
2013
[j2]
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  - journals/jcss/NehmeWLRB13
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Rimma V. Nehme, Karen Works, Chuan Lei, Elke A. Rundensteiner, Elisa Bertino:
Multi-route query processing and optimization. J. Comput. Syst. Sci. 79(3): 312-329 (2013)
[c2]
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Chuan Lei, Elke A. Rundensteiner, Joshua D. Guttman:
Robust distributed stream processing. ICDE 2013: 817-828
2012
[j1]
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  - journals/dsp/ShangSWHL12
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Xiuqin Shang, Hongjun Song, Yu Wang, Chengpeng Hao, Chuan Lei:
Adaptive detection of distributed targets in compound-Gaussian clutter with inverse gamma texture. Digit. Signal Process. 22(6): 1024-1030 (2012)
2011
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  - conf/isspit/LeiZG11
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Chuan Lei, Jun Zhang, Qiang Gao:
Performance of unknown and arbitrary sparse signal detection using convex programming method with compressive measurements. ISSPIT 2011: 375-380

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