Jiaheng Lu

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 73

Top Venues

CoRR

Proc. VLDB Endow.

Distributed Parallel Databases

CIKM

Publications

Qingsong Guo, Chao Zhang, Shuxun Zhang, Jiaheng Lu
Multi-model query languages: taming the variety of big data. Distributed Parallel Databases 42 (1) (2024)
Jiaheng Lu, Yonghoon Ji
Autonomous Navigation with Route Opening Capability Based on Deep Reinforcement Learning by Material Recognition. UR (2024)
Yuxing Chen, Mohammad Ashraful Hoque, Pengfei Xu, Jiaheng Lu, Sasu Tarkoma
SimCost: cost-effective resource provision prediction and recommendation for spark workloads. Distributed Parallel Databases 42 (1) (2024)
Jiaheng Lu, Zhenzhe Qu, Anfeng Liu, Shaobo Zhang, Neal N. Xiong
MLM-WR: A Swarm-Intelligence-Based Cloud-Edge-Terminal Collaboration Data Collection Scheme in the Era of AIoT. IEEE Internet Things J. 11 (1) (2024)
Gongsheng Yuan, Yuxing Chen, Jiaheng Lu, Sai Wu, Zhiwei Ye, Ling Qian, Gang Chen
Quantum Computing for Databases: Overview and Challenges. CoRR (2024)
Zhengtong Yan, Valter Uotila, Jiaheng Lu
Join Order Selection with Deep Reinforcement Learning: Fundamentals, Techniques, and Challenges. Proc. VLDB Endow. 16 (12) (2023)
Valter Uotila, Sven Groppe, Le Gruenwald, Jiaheng Lu, Wolfgang Mauerer
Preface QDSM. VLDB Workshops (2023)
Gongsheng Yuan, Jiaheng Lu, Zhengtong Yan, Sai Wu
A Survey on Mapping Semi-Structured Data and Graph Data to Relational Data. ACM Comput. Surv. 55 (10) (2023)
Valter Uotila, Jiaheng Lu
Quantum Annealing Method for Dynamic Virtual Machine and Task Allocation in Cloud Infrastructures from Sustainability Perspective. ICDEW (2023)
Juwei Shi, Jiaheng Lu
Performance models of data parallel DAG workflows for large scale data analytics. Distributed Parallel Databases 41 (3) (2023)
Tobias Winker, Sven Groppe, Valter Uotila, Zhengtong Yan, Jiaheng Lu, Maja Franz, Wolfgang Mauerer
Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research. SIGMOD Conference Companion (2023)
Gongsheng Yuan, Jiaheng Lu, Yuxing Chen, Sai Wu, Chang Yao, Zhengtong Yan, Tuodu Li, Gang Chen
Quantum Computing for Databases: A Short Survey and Vision. VLDB Workshops (2023)
Yuxing Chen, Jiaheng Lu
Cross-Model Conjunctive Queries over Relation and Tree-structured Data (Extended). CoRR (2022)
Valter Uotila, Jiaheng Lu
A Formal Category Theoretical Framework for Multi-model Data Transformations. CoRR (2022)
Gongsheng Yuan, Jiaheng Lu, Zhengtong Yan
Effective Generation of Relational Schema from Multi-Model Data with Reinforcement Learning. ER (2022)
Herodotos Herodotou, Lambros Odysseos, Yuxing Chen, Jiaheng Lu
Automatic Performance Tuning for Distributed Data Stream Processing Systems. ICDE (2022)
Yuxing Chen, Valter Uotila, Jiaheng Lu, Zhen Hua Liu, Souripriya Das
Cross-Model Conjunctive Queries over Relation and Tree-Structured Data. DASFAA (1) (2022)
Yuxing Chen, Peter Goetsch, Mohammad Ashraful Hoque, Jiaheng Lu, Sasu Tarkoma
$d$d-Simplexed: Adaptive Delaunay Triangulation for Performance Modeling and Prediction on Big Data Analytics. IEEE Trans. Big Data 8 (2) (2022)
Irena Holubová, Pavel Koupil, Jiaheng Lu
Self-Adapting Design and Maintenance of Multi-Model Databases. IDEAS (2022)
Gongsheng Yuan, Jiaheng Lu, Peifeng Su
Quantum-Inspired Keyword Search on Multi-model Databases. DASFAA (2) (2021)
Gongsheng Yuan, Jiaheng Lu, Peifeng Su
Quantum-Inspired Keyword Search on Multi-Model Databases. CoRR (2021)
Juwei Shi, Jiaheng Lu
Performance Models of Data Parallel DAG Workflows for Large Scale Data Analytics. ICDE Workshops (2021)
Chao Zhang, Jiaheng Lu
Holistic evaluation in multi-model databases benchmarking. Distributed Parallel Databases 39 (1) (2021)
Chao Zhang, Jiaheng Lu, Qingsong Guo, Xinyong Zhang, Xiaochun Han, Minqi Zhou
Automatic View Selection in Graph Databases. SSDBM (2021)
Valter Uotila, Jiaheng Lu
A Formal Category Theoretical Framework for Multi-model Data Transformations. Poly/DMAH@VLDB (2021)
Valter Uotila, Jiaheng Lu, Dieter Gawlick, Zhen Hua Liu, Souripriya Das, Gregory Pogossiants
Multi-model Query Processing Meets Category Theory and Functional Programming. SEA-Data@VLDB (2021)
Gongsheng Yuan, Jiaheng Lu, Shuxun Zhang, Zhengtong Yan
Storing Multi-model Data in RDBMSs based on Reinforcement Learning. CIKM (2021)
Gongsheng Yuan, Jiaheng Lu
MORTAL: A Tool of Automatically Designing Relational Storage Schemas for Multi-model Data through Reinforcement Learning. ER Demos/Posters (2021)
Zhengtong Yan, Jiaheng Lu, Naresh Chainani, Chunbin Lin
Workload-Aware Performance Tuning for Autonomous DBMSs. ICDE (2021)
Valter Uotila, Jiaheng Lu, Dieter Gawlick, Zhen Hua Liu, Souripriya Das, Gregory Pogossiants
MultiCategory: Multi-model Query Processing Meets Category Theory and Functional Programming. Proc. VLDB Endow. 14 (12) (2021)
Chao Zhang, Jiaheng Lu, Qingsong Guo, Xinyong Zhang, Xiaochun Han, Minqi Zhou
Automatic View Selection in Graph Databases. CoRR (2021)
Valter Uotila, Jiaheng Lu, Dieter Gawlick, Zhen Hua Liu, Souripriya Das, Gregory Pogossiants
MultiCategory: Multi-model Query Processing Meets Category Theory and Functional Programming. CoRR (2021)
Gongsheng Yuan, Jiaheng Lu, Shuxun Zhang, Zhengtong Yan
Storing Multi-model Data in RDBMSs based on Reinforcement Learning. CoRR (2021)
Gongsheng Yuan, Jiaheng Lu
MORTAL: A Tool of Automatically Designing Relational Storage Schemas for Multi-model Data through Reinforcement Learning. CoRR (2021)
Chao Zhang, Jiaheng Lu
Selectivity Estimation for Relation-Tree Joins. SSDBM (2020)
Yansong Zhang, Yu Zhang, Jiaheng Lu, Shan Wang, Zhuan Liu, Ruichen Han
One size does not fit all: accelerating OLAP workloads with GPUs. Distributed Parallel Databases 38 (4) (2020)
Francesco Concas, Pengfei Xu, Mohammad Ashraful Hoque, Jiaheng Lu, Sasu Tarkoma
Multiple Set Matching with Bloom Matrix and Bloom Vector. ACM Trans. Knowl. Discov. Data 14 (2) (2020)
Guangyou Zhou, Yizhen Fang, Yehong Peng, Jiaheng Lu
Neural Conversation Generation with Auxiliary Emotional Supervised Models. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19 (2) (2020)
Qingsong Guo, Jiaheng Lu, Chao Zhang, Calvin Sun, Steven Yuan
Multi-Model Data Query Languages and Processing Paradigms. CIKM (2020)
Herodotos Herodotou, Yuxing Chen, Jiaheng Lu
A Survey on Automatic Parameter Tuning for Big Data Processing Systems. ACM Comput. Surv. 53 (2) (2020)
Jiaheng Lu, Yuxing Chen, Herodotos Herodotou, Shivnath Babu
Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems. Proc. VLDB Endow. 12 (12) (2019)
Yansong Zhang, Yu Zhang, Shan Wang, Jiaheng Lu
Fusion OLAP: Fusing the Pros of MOLAP and ROLAP Together for In-Memory OLAP. IEEE Trans. Knowl. Data Eng. 31 (9) (2019)
Irena Holubová, Martin Svoboda, Jiaheng Lu
Unified Management of Multi-model Data - (Vision Paper). ER (2019)
Jiaheng Lu, Irena Holubová
Multi-model Databases: A New Journey to Handle the Variety of Data. ACM Comput. Surv. 52 (3) (2019)
Yansong Zhang, Yu Zhang, Xuan Zhou, Jiaheng Lu
Main-memory foreign key joins on advanced processors: design and re-evaluations for OLAP workloads. Distributed Parallel Databases 37 (4) (2019)
Pengfei Xu, Jiaheng Lu
Towards a Unified Framework for String Similarity Joins. Proc. VLDB Endow. 12 (11) (2019)
Francesco Concas, Pengfei Xu, Mohammad Ashraful Hoque, Jiaheng Lu, Sasu Tarkoma
Multiple Set Matching and Pre-Filtering with Bloom Multifilters. CoRR (2019)
Jiaheng Lu, Chunbin Lin, Jin Wang, Chen Li
Synergy of Database Techniques and Machine Learning Models for String Similarity Search and Join. CIKM (2019)
Yuxing Chen, Jiaheng Lu, Chen Chen, Mohammad Ashraful Hoque, Sasu Tarkoma
Cost-effective Resource Provisioning for Spark Workloads. CIKM (2019)
Han Xueran, Jun Chen, Jiaheng Lu, Yueguo Chen, Xiaoyong Du
PivotE: Revealing and Visualizing the Underlying Entity Structures for Exploration. Proc. VLDB Endow. 12 (12) (2019)
Yansong Zhang, Yu Zhang, Shan Wang, Jiaheng Lu
Fusion OLAP: Fusing the Pros of MOLAP and ROLAP Together for In-memory OLAP (Extended Abstract). ICDE (2019)
Chao Zhang, Jiaheng Lu, Pengfei Xu, Yuxing Chen
UniBench: A Benchmark for Multi-model Database Management Systems. TPCTC (2018)
Zhen Hua Liu, Jiaheng Lu, Dieter Gawlick, Heli Helskyaho, Gregory Pogossiants, Zhe Wu
Multi-model Database Management Systems - A Look Forward. Poly/DMAH@VLDB (2018)
Jiaheng Lu, Irena Holubová, Bogdan Cautis
Multi-model Databases and Tightly Integrated Polystores: Current Practices, Comparisons, and Open Challenges. CIKM (2018)
Pengfei Xu, Jiaheng Lu
Efficient Taxonomic Similarity Joins with Adaptive Overlap Constraint. CoRR (2018)
Xin Xu, Jiaheng Lu, Wei Wang
Hierarchical Clustering of Complex Symbolic Data and Application for Emitter Identification. J. Comput. Sci. Technol. 33 (4) (2018)
Jiaheng Lu, Zhen Hua Liu, Pengfei Xu, Chao Zhang
UDBMS: Road to Unification for Multi-model Data Management. ER Workshops (2018)
Zhaoan Dong, Jianhong Tu, Ju Fan, Jiaheng Lu, Xiaoyong Du, Tok Wang Ling
Crowd-Type: A Crowdsourcing-Based Tool for Type Completion in Knowledge Bases. ER Workshops (2018)
Zhaoan Dong, Ju Fan, Jiaheng Lu, Xiaoyong Du, Tok Wang Ling
Using Crowdsourcing for Fine-Grained Entity Type Completion in Knowledge Bases. APWeb/WAIM (2) (2018)
Pengfei Xu, Jiaheng Lu
Efficient Taxonomic Similarity Joins with Adaptive Overlap Constraint. CIKM (2018)
Chunbin Lin, Jiaheng Lu, Zhewei Wei, Jianguo Wang, Xiaokui Xiao
Optimal algorithms for selecting top-k combinations of attributes: theory and applications. VLDB J. 27 (1) (2018)
Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei, Xiaokui Xiao, Kai Zheng, Jiaheng Lu
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs. CoRR (2017)
Chunbin Lin, Jianguo Wang, Jiaheng Lu
Location-sensitive Query Auto-completion. WWW (Companion Volume) (2017)
Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei, Xiaokui Xiao, Kai Zheng, Jiaheng Lu
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs. Proc. VLDB Endow. 11 (1) (2017)
Zhaoan Dong, Jiaheng Lu, Tok Wang Ling, Ju Fan, Yueguo Chen
Using hybrid algorithmic-crowdsourcing methods for academic knowledge acquisition. Clust. Comput. 20 (4) (2017)
Jiaheng Lu
Towards Benchmarking Multi-Model Databases. CIDR (2017)
Tao Guo, Xin Cao, Gao Cong, Jiaheng Lu, Xuemin Lin
Distributed Algorithms on Exact Personalized PageRank. SIGMOD Conference (2017)
Jiaheng Lu, Irena Holubová
Multi-model Data Management: What's New and What's Next? EDBT (2017)
Pengfei Xu, Jiaheng Lu
Top-k String Auto-Completion with Synonyms. DASFAA (2) (2017)
Pengfei Xu, Jiaheng Lu
Top-k String Auto-Completion with Synonyms. CoRR (2016)
Zhaoan Dong, Jiaheng Lu, Tok Wang Ling
PANDA: A platform for academic knowledge discovery and acquisition. BigComp (2016)
Xin Xu, Jiaheng Lu, Wei Wang
Incremental Hierarchical Clustering of Stochastic Pattern-Based Symbolic Data. PAKDD (2) (2016)
Jiaheng Lu, Zhen Hua Liu, Pengfei Xu, Chao Zhang
UDBMS: Road to Unification for Multi-model Data Management. CoRR (2016)
Ke Deng, Xin Li, Jiaheng Lu, Xiaofang Zhou
Best Keyword Cover Search. IEEE Trans. Knowl. Data Eng. 27 (1) (2015)
Yu Liu, Jiaheng Lu, Hua Yang, Xiaokui Xiao, Zhewei Wei
Towards Maximum Independent Sets on Massive Graphs. Proc. VLDB Endow. 8 (13) (2015)
Jiaheng Lu, Chunbin Lin, Wei Wang, Chen Li, Xiaokui Xiao
Boosting the Quality of Approximate String Matching by Synonyms. ACM Trans. Database Syst. 40 (3) (2015)
Ying Lu, Gao Cong, Jiaheng Lu, Cyrus Shahabi
Efficient algorithms for answering reverse spatial-keyword nearest neighbor queries. SIGSPATIAL/GIS (2015)
Feiran Huang, Jia Li, Jiaheng Lu, Tok Wang Ling, Zhaoan Dong
PandaSearch: A fine-grained academic search engine for research documents. ICDE (2015)
Xin Xu, Wei Wang, Jiaheng Lu, Jin Chen
Incremental Distributed Weighted Class Discriminant Analysis on Interval-Valued Emitter Parameters. KSEM (2015)
Xin Xu, Wei Wang, Jiaheng Lu
Incremental Class Discriminant Analysis on Interval-Valued Emitter Signal Parameters. DASFAA Workshops (2015)
Yueguo Chen, Xiongpai Qin, Haoqiong Bian, Jun Chen, Zhaoan Dong, Xiaoyong Du, Yanjie Gao, Dehai Liu, Jiaheng Lu, Huijie Zhang
A Study of SQL-on-Hadoop Systems. BPOE@ASPLOS/VLDB (2014)
Thuy Ngoc Le, Tok Wang Ling, H. V. Jagadish, Jiaheng Lu
Object Semantics for XML Keyword Search. DASFAA (2) (2014)
Ying Lu, Jiaheng Lu, Gao Cong, Wei Wu, Cyrus Shahabi
-Nearest Neighbor Search. ACM Trans. Database Syst. 39 (2) (2014)
Juwei Shi, Hua Lu, Jiaheng Lu, Chengxuan Liao
A Skylining Approach to Optimize Influence and Cost in Location Selection. DASFAA (2) (2014)
Juwei Shi, Jia Zou, Jiaheng Lu, Zhao Cao, Shiqiang Li, Chen Wang
MRTuner: A Toolkit to Enable Holistic Optimization for MapReduce Jobs. Proc. VLDB Endow. 7 (13) (2014)
Radim Baca, Michal Krátký, Tok Wang Ling, Jiaheng Lu
Optimal and efficient generalized twig pattern processing: a combination of preorder and postorder filterings. VLDB J. 22 (3) (2013)
Jinchuan Chen, Yueguo Chen, Xiaoyong Du, Cuiping Li, Jiaheng Lu, Suyun Zhao, Xuan Zhou
Big data challenge: a data management perspective. Frontiers Comput. Sci. 7 (2) (2013)
Xiaoyang Zhang, Jianbin Qin, Wei Wang, Yifang Sun, Jiaheng Lu
HmSearch: an efficient hamming distance query processing algorithm. SSDBM (2013)
Jiaheng Lu, Chunbin Lin, Wei Wang, Chen Li, Haiyong Wang
String similarity measures and joins with synonyms. SIGMOD Conference (2013)
Thuy Ngoc Le, Huayu Wu, Tok Wang Ling, Luochen Li, Jiaheng Lu
From Structure-Based to Semantics-Based: Towards Effective XML Keyword Search. ER (2013)
Zhongrui Ma, Yu Chen, Ruihua Song, Tetsuya Sakai, Jiaheng Lu, Ji-Rong Wen
New assessment criteria for query suggestion. SIGIR (2012)
Linlin Zhang, Qing Liu, Jiaheng Lu
Effective Keyword Search with Synonym Rules over XML Document. WAIM Workshops (2012)
Jiaheng Lu, Pierre Senellart, Chunbin Lin, Xiaoyong Du, Shan Wang, Xinxing Chen
Optimal top-k generation of attribute combinations based on ranked lists. SIGMOD Conference (2012)
Chunbin Lin, Jiaheng Lu, Tok Wang Ling, Bogdan Cautis
LotusX: A Position-Aware XML Graphical Search System with Auto-Completion. ICDE (2012)
Boliang Feng, Jiaheng Lu, Yongluan Zhou, Nan Yang
Energy Efficiency for MapReduce Workloads: An In-depth Study. ADC (2012)
Huayu Wu, Chunbin Lin, Tok Wang Ling, Jiaheng Lu
Processing XML Twig Pattern Query with Wildcards. DEXA (1) (2012)
Wen Hua, Dat T. Huynh, Saeid Hosseini, Jiaheng Lu, Xiaofang Zhou
Information Extraction From Microblogs: A Survey. Int. J. Softw. Informatics 6 (4) (2012)
Jiaheng Lu
Preface of the 2nd International Workshop on XML Data Management. APWeb (2011)
Zongqi Tian, Jiaheng Lu, Deying Li
A Survey on XML Keyword Search. APWeb (2011)
Chengxuan Liao, Jiaheng Lu, Hong Chen
Synthesizing Routes for Low Sampling Trajectories with Absorbing Markov Chains. WAIM (2011)

Jiaheng Lu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jiaheng Lu