2011
- On Triangulation-based Dense Neighborhood Graphs Discovery.
- Graph Indexing of Road Networks for Shortest Path Queries with Label Restrictions.
- Fast Sparse Matrix-Vector Multiplication on GPUs: Implications for Graph Mining.
- Human-assisted graph search: it's okay to ask questions.
- High-throughput transaction executions on graphics processors.
- Efficient Parallel Lists Intersection and Index Compression Algorithms using Graphics Processing Units.
- gStore: Answering SPARQL Queries via Subgraph Matching.
- Surrogate Parenthood: Protected and Informative Graphs.
- Distance-Constraint Reachability Computation in Uncertain Graphs.
- Keyword Search in Graphs: Finding r-cliques.
- On Querying Historical Evolving Graph Sequences.
- Efficient Subgraph Search over Large Uncertain Graphs.
- Scalable SPARQL Querying of Large RDF Graphs.
- Private Analysis of Graph Structure.
- Graph Data Management Systems for New Application Domains.
2012
- gSketch: On Query Estimation in Graph Streams.
- Capturing Topology in Graph Pattern Matching.
- Relational Approach for Shortest Path Discovery over Large Graphs.
- Densest Subgraph in Streaming and MapReduce.
- Mining Attribute-structure Correlated Patterns in Large Attributed Graphs.
- Dense Subgraph Maintenance under Streaming Edge Weight Updates for Real-time Story Identification.
- Distributed GraphLab: A Framework for Machine Learning in the Cloud.
- Adding Logical Operators to Tree Pattern Queries on Graph-Structured Data.
- Efficient Subgraph Matching on Billion Node Graphs.
- Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases.
- Real Time Discovery of Dense Clusters in Highly Dynamic Graphs: Identifying Real World Events in Highly Dynamic Environments.
- Injecting Uncertainty in Graphs for Identity Obfuscation.
- Measuring Two-Event Structural Correlations on Graphs.
- Understanding and Managing Cascades on Large Graphs.
- Graph Synopses, Sketches, and Streams: A Survey.
2013
- Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis.
- Piggybacking on Social Networks
- Mobility and Social Networking: A Data Management Perspective
- Top-K Structural Diversity Search in Large Networks
- Diversified Top-k Graph Pattern Matching
- Probabilistic Query Rewriting for Efficient and Effective Keyword Search on Graph Data
- Summarizing Answer Graphs Induced by Keyword Queries
- Scaling Queries over Big RDF Graphs with Semantic Hash Partitioning
- Distributed SociaLite: A Datalog-Based Language for Large-Scale Graph Analysis
- Horton+: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs
- Fast Iterative Graph Computation with Block Updates
2014
- From "Think Like a Vertex" to "Think Like a Graph"
- GRAMI: Frequent Subgraph and Pattern Mining in a Single Large Graph
- Schemaless and Structureless Graph Querying
- Optimizing Graph Algorithms on Pregel-like Systems
- A Principled Approach to Bridging the Gap between Graph Data and their Schemas
- Finding the Cost-Optimal Path with Time Constraint over Time-Dependent Graphs
- Path Problems in Temporal Graphs
- Computing Personalized PageRank Quickly by Exploiting Graph Structures
- An Experimental Comparison of Pregel-like Graph Processing Systems
- Distributed Graph Simulation: Impossibility and Possibility
- Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs
- Large-Scale Graph Analytics in Aster 6: Bringing Context to Big Data Discovery
- Graph-based Data Integration and Business Intelligence with BIIIG
- VERTEXICA: Your Relational Friend for Graph Analytics
- NScale: Neighborhood-centric Analytics on Large Graphs
- Systems for Big-Graphs
- Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees
- Auto-Approximation of Graph Computing
- LogGP: A Log-based Dynamic Graph Partitioning Method
- Blogel: A Block-Centric Framework for Distributed Computation on Real-World Graphs
- GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks
- An efficient reconciliation algorithm for social networks
- Hop Doubling Label Indexing for Point-to-Point Distance Querying on Scale-Free Networks
- Pronto: A Software-Defined Networking based System for Performance Management of Analytical Queries on Distributed Data Stores
- Getting Your Big Data Priorities Straight: A Demonstration of Priority-based QoS using Social-network-driven Stock Recommendation
- SPOT: Locating Social Media Users Based on Social Network Context
- Matching Titles with Cross Title Web-Search Enrichment and Community Detection
2015
- Pregelix: Big(ger) Graph Analytics on a Dataflow Engine
- Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation
- MOCgraph: Scalable Distributed Graph Processing Using Message Online Computing
- Event Pattern Matching over Graph Streams
- Fast Failure Recovery in Distributed Graph Processing Systems
- The More the Merrier: Efficient Multi-Source Graph Traversal
- Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs
- An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs
- FrogWild! - Fast PageRank Approximations on Graph Engines
- Giraph Unchained: Barrierless Asynchronous Parallel Execution in Pregel-like Graph Processing Systems
- Scalable Subgraph Enumeration in MapReduce
- Growing a Graph Matching from a Handful of Seeds
- SCAN++: Efficient Algorithm for Finding Clusters, Hubs and Outliers on Large-scale Graphs
- GraphMat: High performance graph analytics made productive
- Taming Subgraph Isomorphism for RDF Query Processing
- GraphTwist: Fast Iterative Graph Computation with Two-tier Optimizations
- Bonding Vertex Sets Over Distributed Graph: A Betweenness Aware Approach
- A Scalable Distributed Graph Partitioner
- Association Rules with Graph Patterns
- Performance and Scalability of Indexed Subgraph Query Processing Methods
- Keys for Graphs
- One Trillion Edges: Graph Processing at Facebook-Scale
- Perseus: An Interactive Large-Scale Graph Mining and Visualization Tool
- VIIQ: Auto-Suggestion Enabled Visual Interface for Interactive Graph Query Formulation
- Query-Oriented Summarization of RDF Graphs
- Universal-DB: Towards Representation Independent Graph Analytics
- GraphGen: Exploring Interesting Graphs in Relational Data
- On Uncertain Graphs Modeling and Queries
- Towards Maximum Independent Sets on Massive Graphs
- Tracking the Conductance of Rapidly Evolving Topic-Subgraphs
- Influential Community Search in Large Networks
- Efficient Partial-Pairs SimRank Search for Large Networks
- Walk, Not Wait: Faster Sampling Over Online Social Networks
- Community Detection in Social Networks: An In-depth Benchmarking Study with a Procedure-Oriented Framework
- Leveraging History for Faster Sampling of Online Social Networks
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