Junshuai-Song / UniWalk
We design a Monte Carlo based method, UniWalk, to enable the fast top-k SimRank computation over large undirected graphs. UniWalk directly locates the top-k similar vertices for any single source vertex u via approximately R sampling paths originating from u only. Related work has been published in ICDE 2017 ("UniWalk: Unidirectional Random Walk…
☆12Updated 7 years ago
Alternatives and similar repositories for UniWalk:
Users that are interested in UniWalk are comparing it to the libraries listed below
- Source Code of GraRep☆52Updated 7 years ago
- KDD Course Project - Implementation of Community Detection Algorithms and Evaluations and Some Datasets (港科博一时候KDD课程作业) - by Shixuan Sun …☆43Updated 6 years ago
- ☆8Updated 8 years ago
- Implementation of ComE algorithm☆59Updated 2 years ago
- ANRL: Attributed Network Representation Learning via Deep Neural Networks(IJCAI-2018)☆84Updated 2 years ago
- Stochastic training of graph convolutional networks☆84Updated 2 years ago
- 1) SimRank (single pair query, parallel all pair computation / dynamic updates) - by Yue Wang (https://github.com/KeithYue) and Yulin Che…☆14Updated 4 years ago
- HoloScope: Topology-and-Spike Aware Fraud Detection☆51Updated 3 years ago
- Random Walk (Personalized PageRank) Algorithms for Large Graphs☆73Updated 9 years ago
- Label Informed Attributed Network Embedding, WSDM 2017☆37Updated 5 years ago
- weighted deepwalk implementation in c++☆18Updated 8 years ago
- Catching Synchronized Behavior in Large Directed Graphs (KDD 2014)☆22Updated 10 years ago
- FORA: Simple and Effective Approximate Single-Source Personalized Pagerank☆31Updated 4 years ago
- The implementation that infers the temporal latent spaces for a sequence of dynamic graph snapshots☆64Updated 7 years ago
- The implementation of the paper "Parallel Personalized PageRank on Dynamic Graphs"☆25Updated 7 years ago
- A general-purpose, distributed graph random walk engine.☆110Updated last year
- ☆33Updated 5 years ago
- PRUNE: Preserving Proximity and Global Ranking for Network Embedding☆44Updated 6 years ago
- Market Survey: Community Detection