Guoliang Li
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Guoliang Licomputer-science Degrees
Computer Science
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Information Technology
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Computer Science
Guoliang Li's Degrees
- PhD Computer Science Tsinghua University
- Masters Computer Science Tsinghua University
- Bachelors Computer Science Tsinghua University
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(Suggest an Edit or Addition)Guoliang Li's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- EASE: an effective 3-in-1 keyword search method for unstructured, semi-structured and structured data (2008) (442)
- Truth Inference in Crowdsourcing: Is the Problem Solved? (2017) (334)
- Crowdsourced Data Management: A Survey (2016) (256)
- Efficient interactive fuzzy keyword search (2009) (240)
- Leveraging transitive relations for crowdsourced joins (2013) (222)
- Effective keyword search for valuable lcas over xml documents (2007) (220)
- Can we beat the prefix filtering?: an adaptive framework for similarity join and search (2012) (219)
- PASS-JOIN: A Partition-based Method for Similarity Joins (2011) (199)
- QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications (2015) (187)
- iCrowd: An Adaptive Crowdsourcing Framework (2015) (187)
- An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning (2019) (182)
- Online Topic-Aware Influence Maximization (2015) (176)
- Efficient location-aware influence maximization (2014) (166)
- String Similarity Joins: An Experimental Evaluation (2014) (148)
- Fast-join: An efficient method for fuzzy token matching based string similarity join (2011) (141)
- DeepEye: Towards Automatic Data Visualization (2018) (139)
- An End-to-End Learning-based Cost Estimator (2019) (130)
- Efficient type-ahead search on relational data: a TASTIER approach (2009) (125)
- Entity Matching: How Similar Is Similar (2011) (125)
- A Highly Resolved Mercury Emission Inventory of Chinese Coal-Fired Power Plants. (2018) (124)
- QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning (2019) (117)
- G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks (2015) (117)
- String similarity search and join: a survey (2016) (116)
- MassJoin: A mapreduce-based method for scalable string similarity joins (2014) (108)
- DESKS: Direction-Aware Spatial Keyword Search (2012) (107)
- Location-aware publish/subscribe (2013) (105)
- Supporting Database Applications as a Service (2009) (100)
- G-tree: an efficient index for KNN search on road networks (2013) (99)
- Effective keyword-based selection of relational databases (2007) (97)
- LazyFTL: a page-level flash translation layer optimized for NAND flash memory (2011) (91)
- Crowdsourced POI labelling: Location-aware result inference and Task Assignment (2016) (88)
- Trie-join (2010) (87)
- Approximate Query Processing: What is New and Where to Go? (2018) (86)
- A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation (2021) (85)
- Crowdsourced Data Management: Overview and Challenges (2017) (84)
- DOCS: a domain-aware crowdsourcing system using knowledge bases (2016) (84)
- Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach (2016) (83)
- SEAL: Spatio-Textual Similarity Search (2012) (82)
- Making data visualization more efficient and effective: a survey (2019) (82)
- An Efficient Partition Based Method for Exact Set Similarity Joins (2015) (81)
- NXgraph: An efficient graph processing system on a single machine (2015) (80)
- DITA: Distributed In-Memory Trajectory Analytics (2018) (78)
- A survey of address translation technologies for flash memories (2014) (77)
- Top-k string similarity search with edit-distance constraints (2013) (73)
- CDB: Optimizing Queries with Crowd-Based Selections and Joins (2017) (71)
- Efficient safe-region construction for moving top-K spatial keyword queries (2012) (70)
- Interactive and Deterministic Data Cleaning (2016) (69)
- An Efficient Ride-Sharing Framework for Maximizing Shared Route (2018) (67)
- VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository (2019) (65)
- A pivotal prefix based filtering algorithm for string similarity search (2014) (64)
- Trie-join: a trie-based method for efficient string similarity joins (2012) (64)
- Human-in-the-loop Data Integration (2017) (63)
- Mercury sorption study of halides modified bio-chars derived from cotton straw (2016) (62)
- Reinforcement Learning with Tree-LSTM for Join Order Selection (2020) (62)
- The influence of flue gas components and activated carbon injection on mercury capture of municipal solid waste incineration in China (2017) (62)
- Interactive SQL query suggestion: Making databases user-friendly (2011) (61)
- A location-aware publish/subscribe framework for parameterized spatio-textual subscriptions (2015) (59)
- Efficient fuzzy full-text type-ahead search (2011) (58)
- Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams (2015) (58)
- Crowdsourced Top-k Algorithms: An Experimental Evaluation (2016) (56)
- Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases (2013) (55)
- Database Meets Artificial Intelligence: A Survey (2020) (55)
- Mechanism identification of temperature influence on mercury adsorption capacity of different halides modified bio-chars (2017) (54)
- Effective location identification from microblogs (2014) (51)
- Trajectory-driven Influential Billboard Placement (2018) (51)
- Finding Top-k Answers in Keyword Search over Relational Databases Using Tuple Units (2011) (49)
- PriRadar: A Privacy-Preserving Framework for Spatial Crowdsourcing (2020) (49)
- Faerie: efficient filtering algorithms for approximate dictionary-based entity extraction (2011) (49)
- Crowdsourcing-based real-time urban traffic speed estimation: From trends to speeds (2016) (48)
- Extending string similarity join to tolerant fuzzy token matching (2014) (46)
- Signature-Based Trajectory Similarity Join (2017) (46)
- Supporting efficient top-k queries in type-ahead search (2012) (45)
- Progressive Keyword Search in Relational Databases (2009) (45)
- Two birds with one stone: An efficient hierarchical framework for top-k and threshold-based string similarity search (2015) (45)
- Query performance prediction for concurrent queries using graph embedding (2020) (44)
- Distributed In-memory Trajectory Similarity Search and Join on Road Network (2019) (44)
- DeepEye: Creating Good Data Visualizations by Keyword Search (2018) (44)
- Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter (2020) (43)
- Role of inherent active constituents on mercury adsorption capacity of chars from four solid wastes (2017) (43)
- Hike: A Hybrid Human-Machine Method for Entity Alignment in Large-Scale Knowledge Bases (2017) (42)
- Real time personalized search on social networks (2015) (41)
- Providing built-in keyword search capabilities in RDBMS (2011) (41)
- Overlap Set Similarity Joins with Theoretical Guarantees (2018) (41)
- Location-aware instant search (2012) (39)
- Exploration of reaction mechanism between acid gases and elemental mercury on the CeO2–WO3/TiO2 catalyst via in situ DRIFTS (2019) (38)
- V-Tree: Efficient kNN Search on Moving Objects with Road-Network Constraints (2017) (37)
- Automatic View Generation with Deep Learning and Reinforcement Learning (2020) (37)
- Impact of ultra-low emission technology retrofit on the mercury emissions and cross-media transfer in coal-fired power plants. (2020) (37)
- DeepEye: An automatic big data visualization framework (2018) (37)
- Privacy-Preserving Top-k Spatial Keyword Queries in Untrusted Cloud Environments (2018) (35)
- Efficient Similarity Join and Search on Multi-Attribute Data (2015) (35)
- Querying Shortest Paths on Time Dependent Road Networks (2019) (34)
- SAIL: Structure-aware indexing for effective and progressive top-k keyword search over XML documents (2009) (34)
- DOCS: Domain-Aware Crowdsourcing System (2016) (33)
- Cost-Effective Data Annotation using Game-Based Crowdsourcing (2018) (32)
- Human-in-the-loop Outlier Detection (2020) (32)
- Supporting Search-As-You-Type Using SQL in Databases (2013) (32)
- Natural Language to Visualization by Neural Machine Translation (2021) (32)
- A partition-based method for string similarity joins with edit-distance constraints (2013) (31)
- AI Meets Database: AI4DB and DB4AI (2021) (31)
- K-Join: Knowledge-Aware Similarity Join (2016) (31)
- A unified framework for string similarity search with edit-distance constraint (2017) (30)
- An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints (2012) (30)
- Suggesting Topic-Based Query Terms as You Type (2010) (30)
- ServeDB: Secure, Verifiable, and Efficient Range Queries on Outsourced Database (2019) (30)
- Incremental Quality Inference in Crowdsourcing (2014) (29)
- Efficient top-K SimRank-based similarity join (2014) (29)
- Top-k Spatio-Textual Similarity Join (2016) (29)
- R3: A Real-Time Route Recommendation System (2014) (29)
- Efficient Filtering Algorithms for Location-Aware Publish/Subscribe (2015) (28)
- A unified framework for approximate dictionary-based entity extraction (2015) (28)
- Retune: Retrieving and Materializing Tuple Units for Effective Keyword Search over Relational Databases (2008) (27)
- A partial-order-based framework for cost-effective crowdsourced entity resolution (2018) (27)
- Efficient Fuzzy Type-Ahead Search in XML Data (2012) (27)
- A Novel Cost-Based Model for Data Repairing (2017) (26)
- Finding and ranking compact connected trees for effective keyword proximity search in XML documents (2010) (26)
- Interactive search in XML data (2009) (25)
- Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks (2021) (25)
- Star-Join: spatio-textual similarity join (2012) (25)
- Efficient parallel partition-based algorithms for similarity search and join with edit distance constraints (2013) (25)
- Dima: A Distributed In-Memory Similarity-Based Query Processing System (2017) (24)
- One table stores all: Enabling painless free-and-easy data publishing and sharing (2007) (24)
- Race: finding and ranking compact connected trees for keyword proximity search over xml documents (2008) (24)
- TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks (2018) (23)
- CDB: A Crowd-Powered Database System (2018) (23)
- Sulfur trioxide emissions from coal-fired power plants in China and implications on future control (2020) (22)
- Interactive Cleaning for Progressive Visualization through Composite Questions (2020) (21)
- Learned Cardinality Estimation for Similarity Queries (2021) (20)
- XuanYuan: An AI-Native Database (2019) (20)
- A Prefix-Filter based Method for Spatio-Textual Similarity Join (2014) (20)
- OCTOPUS: An Online Topic-Aware Influence Analysis System for Social Networks (2018) (20)
- Group-Based Personalized Location Recommendation on Social Networks (2014) (20)
- Sybil Defense in Crowdsourcing Platforms (2017) (19)
- META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion (2016) (19)
- Cleaning Relations Using Knowledge Bases (2017) (18)
- Efficient Holistic Twig Joins in Leaf-to-Root Combining with Root-to-Leaf Way (2007) (18)
- Sailer: an effective search engine for unified retrieval of heterogeneous xml and web documents (2008) (18)
- Crowdsourcing Database Systems: Overview and Challenges (2019) (18)
- Incentive-Based Entity Collection Using Crowdsourcing (2018) (18)
- Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications (2020) (17)
- Parallel Structural Join Algorithm on Shared-Memory Multi-Core Systems (2008) (17)
- A Rating-Ranking Method for Crowdsourced Top-k Computation (2018) (17)
- An effective 3-in-1 keyword search method over heterogeneous data sources (2011) (17)
- Unsupervised String Transformation Learning for Entity Consolidation (2017) (16)
- Balance-Aware Distributed String Similarity-Based Query Processing System (2019) (16)
- Progressive Ranking for Efficient Keyword Search over Relational Databases (2008) (15)
- Towards Interpretable and Learnable Risk Analysis for Entity Resolution (2019) (15)
- FACE: A Normalizing Flow based Cardinality Estimator (2021) (15)
- Ridesharing: Simulator, Benchmark, and Evaluation (2019) (14)
- $\hbox {CDBTune}^{+}$: An efficient deep reinforcement learning-based automatic cloud database tuning system (2021) (14)
- Keyword-based k-nearest neighbor search in spatial databases (2012) (13)
- Towards Democratizing Relational Data Visualization (2019) (13)
- Efficient Similarity Search for Tree-Structured Data (2008) (13)
- A Learned Query Rewrite System using Monte Carlo Tree Search (2021) (13)
- Elaps: An efficient location-aware pub/sub system (2015) (13)
- A Cost-based Method for Location-Aware Publish/Subscribe Services (2015) (13)
- An effective and versatile keyword search engine on heterogenous data sources (2008) (13)
- Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation (2021) (12)
- Ginix: Generalized inverted index for keyword search (2013) (12)
- Modeling the heterogeneous oxidation of elemental mercury by chlorine in flue gas (2020) (12)
- Structure-aware indexing for keyword search in databases (2009) (12)
- DITA: A Distributed In-Memory Trajectory Analytics System (2018) (12)
- Efficient fuzzy type-ahead search in TASTIER (2010) (12)
- Adapt: adaptive database schema design for multi-tenant applications (2012) (12)
- Chemical deactivation of Selective Catalytic Reduction catalyst: Investigating the influence and mechanism of SeO2 poisoning (2020) (12)
- Seaform: Search-As-You-Type in Forms (2010) (12)
- DeepEye: Visualizing Your Data by Keyword Search (2018) (12)
- Steerable Self-Driving Data Visualization (2022) (11)
- An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms (2019) (11)
- An Effective Joint Prediction Model for Travel Demands and Traffic Flows (2021) (11)
- A User-Friendly Patent Search Paradigm (2013) (11)
- T-Crowd: Effective Crowdsourcing for Tabular Data (2017) (11)
- Human-in-the-loop Techniques in Machine Learning (2020) (10)
- Interactive Graph Search (2019) (10)
- QTune (2019) (10)
- Privacy-Preserving Top-k Spatial Keyword Queries over Outsourced Database (2015) (10)
- DeepTrack: Monitoring and exploring spatio-temporal data (2020) (10)
- \(\mathsf{B}^{p}\) - \(\mathsf{Tree}\) : A Predictive \(\mathsf{B}^{+}\) - \(\mathsf{Tree}\) for Reducing Writes on Phase Change Memory (2014) (10)
- Bounded Approximate Query Processing (2019) (10)
- ELAN: An Efficient Location-Aware Analytics System (2016) (10)
- VisClean: Interactive Cleaning for Progressive Visualization (2020) (9)
- CrowdChart: Crowdsourced Data Extraction From Visualization Charts (2021) (9)
- Adaptive Database Schema Design for Multi-Tenant Data Management (2014) (9)
- Temporal Network Representation Learning via Historical Neighborhoods Aggregation (2020) (9)
- Incremental Mining of Frequent Query Patterns from XML Queries for Caching (2006) (9)
- A Crowdsourcing Framework for Collecting Tabular Data (2020) (9)
- An Efficient Parallel PathStack Algorithm for Processing XML Twig Queries on Multi-core Systems (2010) (9)
- Effective Result Inference for Context-Sensitive Tasks in Crowdsourcing (2016) (9)
- Breaking out of the MisMatch trap (2014) (9)
- Context-aware result inference in crowdsourcing (2018) (9)
- Evaluating Public Anxiety for Topic-Based Communities in Social Networks (2022) (9)
- A general framework to resolve the MisMatch problem in XML keyword search (2015) (9)
- Efficient Algorithms for Top-k Keyword Queries on Spatial Databases (2011) (9)
- A Learning-based Method for Computing Shortest Path Distances on Road Networks (2021) (8)
- An Autonomous Materialized View Management System with Deep Reinforcement Learning (2021) (8)
- Distilling relations using knowledge bases (2018) (8)
- Human-in-the-loop Rule Learning for Data Integration (2018) (8)
- PBA: Partition and Blocking Based Alignment for Large Knowledge Bases (2016) (8)
- Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries (2020) (8)
- CrowdOTA: An Online Task Assignment System in Crowdsourcing (2018) (8)
- Adaptive Data Augmentation for Supervised Learning over Missing Data (2021) (8)
- Data Management at Huawei: Recent Accomplishments and Future Challenges (2019) (8)
- CrowdGame: A Game-Based Crowdsourcing System for Cost-Effective Data Labeling (2019) (7)
- Enhanced mercury control but increased bromine and sulfur trioxides emissions after using bromine injection technology based on full-scale experiment (2021) (6)
- Exploit sequencing views in semantic cache to accelerate xpath query evaluation (2007) (6)
- Effective Indices for Efficient Approximate String Search and Similarity Join (2008) (6)
- Crowdsourced Selection on Multi-Attribute Data (2017) (6)
- Crowdsourcing-based Data Extraction from Visualization Charts (2020) (6)
- Relational data synthesis using generative adversarial networks (2020) (5)
- BBTC: A New Update-Supporting Coding Scheme for XML Documents (2005) (5)
- Automatic URL completion and prediction using fuzzy type-ahead search (2009) (5)
- TsingNUS: a location-based service system towards live city (2013) (5)
- Efficient algorithms for crowd-aided categorization (2020) (5)
- Fast Similar Subgraph Search with Maximum Common Connected Subgraph Constraints (2013) (5)
- Semantic-Aware Trajectory Compression with Urban Road Network (2016) (5)
- A Human-Machine Method for Web Table Understanding (2013) (5)
- KEMB: A Keyword-Based XML Message Broker (2011) (5)
- LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning (2022) (5)
- Relational Pretrained Transformers towards Democratizing Data Preparation [Vision] (2020) (4)
- Keyword searches in data-centric XML documents using tree partitioning (2009) (4)
- Exploiting Even Partition to Accelerate Structure Join (2006) (4)
- Ranking Desired Tuples by Database Exploration (2021) (4)
- Removing the mismatch headache in XML keyword search (2013) (4)
- CDB (2018) (4)
- An Effective Semantic Cache for Exploiting XPath Query/View Answerability (2010) (4)
- Efficient Keyword Search over Data-Centric XML Documents (2007) (4)
- CrowdRL: An End-to-End Reinforcement Learning Framework for Data Labelling (2021) (4)
- A Novel Cost-Based Model for Data Repairing (2017) (4)
- Incremental sequence-based frequent query pattern mining from XML queries (2009) (4)
- B p-Tree : A Predictive B +-Tree for Reducing Writes on Phase Change Memory (2014) (3)
- An Efficient Ride-Sharing Framework for Maximizing Shared Routes (2018) (3)
- A Semantic Cache Framework for Secure XML Queries (2008) (3)
- Efficient XML Keyword Search: From Graph Model to Tree Model (2013) (3)
- SCEND: An Efficient Semantic Cache to Adequately Explore Answerability of Views (2006) (3)
- DMT: A Flexible and Versatile Selectivity Estimation Approach for Graph Query (2005) (3)
- Extending dictionary-based entity extraction to tolerate errors (2010) (3)
- Web Table Understanding by Collective Inference (2018) (3)
- HTAP Databases: What is New and What is Next (2022) (3)
- Towards a Unified Graph Model for Supporting Data Management and Usable Machine Learning (2017) (3)
- CrowdAidRepair: A Crowd-Aided Interactive Data Repairing Method (2016) (3)
- Cleaning Your Wrong Google Scholar Entries (2018) (3)
- Flame synthesized nanoscale catalyst (CuCeWTi) with excellent Hg0 oxidation activity and hydrothermal resistance. (2020) (3)
- Effective Fuzzy Keyword Search over Uncertain Data (2009) (2)
- Schema Mapping in P2P Networks Based on Classification and Probing (2007) (2)
- Map Matching Algorithms: An Experimental Evaluation (2018) (2)
- Search-As-You-Type: Opportunities and Challenges (2010) (2)
- VizNet (2019) (2)
- Discovering Mis-Categorized Entities (2018) (2)
- Towards an Optimal Outdoor Advertising Placement (2020) (2)
- Ridesharing (2019) (2)
- openGauss (2021) (2)
- The Expected Optimal Labeling Order Problem for Crowdsourced Joins and Entity Resolution (2014) (2)
- Efficient vectorial operators for processing xml twig queries (2008) (1)
- Crowdsourcing Database Systems and Optimization (2018) (1)
- In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle (2022) (1)
- Ratel: Interactive Analytics for Large Scale Trajectories (2019) (1)
- Crowdsourced Entity Alignment: A Decision Theory Based Approach (2017) (1)
- GPSC: A Grid-Based Privacy-Reserving Framework for Online Spatial Crowdsourcing (2021) (1)
- Location and Trajectory Identification from Microblogs (2019) (1)
- LCA-Based Keyword Search for Effectively Retrieving "Information Unit" from Web Pages (2008) (1)
- Seaform (2010) (1)
- A framework of semantic cache for secure XML query answering: an interesting joint and novel perspective (2007) (1)
- RESEARCH ON THE FRAMEWORK OF THE SMART CONSERVATION MANAGEMENT SYSTEM FOR THE HISTORIC CITY FUZHOU (2019) (0)
- FACE (2021) (0)
- Cost-Based or Learning-Based? (2022) (0)
- Adapative algorithms for crowd-aided categorization (2021) (0)
- RNE: computing shortest paths using road network embedding (2021) (0)
- RESEARCH OF FUZHOU HISTORICAL BUILDING MANAGEMENT PLATFORM BASED ON DATA WAREHOUSE TECHNOLOGY (2019) (0)
- Session details: Research 3: Information Extraction (2019) (0)
- Exploring XML data is as easy as using maps (2013) (0)
- BBTC: A New Update-aware Coding Scheme for Efficient Structure Join (2006) (0)
- An Effective Approach for Searching Closest Sentence Translations from the Web (2011) (0)
- Special Issue of DASFAA 2018 (2018) (0)
- Title Crowdsourced POI labelling : location-aware result inference andTask Assignment (2016) (0)
- Effici ent Type-Ahead Search on Rel ati onal D ata: a TASTIER Approach (2009) (0)
- Session details: Research 13: Machine Learning & Knowledge-base Construction (2018) (0)
- VisClean (2020) (0)
- Ratel (2019) (0)
- Letter from the Special Issue Editor (2018) (0)
- Collaborative Data Publishing and Searching System (2007) (0)
- A positional access method for relational databases (2012) (0)
- Mis-categorized entities detection (2021) (0)
- Database Meets AI: A Survey (2020) (0)
- Cloud databases (2022) (0)
- Evaluating ridesharing algorithms using the jargo real-time stochastic simulator (2020) (0)
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