Scalable and Effective Bipartite Network Embedding
Summary: GEBE offers a generic BNE for bipartite graphs, preserving multi-hop proximity between U and V with two measures: Poisson/Geometric/Uniform. A unified objective with efficiency tricks enables scalable training; GEBEp (Poisson-based) delivers top-N and link-prediction gains with speedups. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Renchi Yang
- 2. Jieming Shi
- 3. Keke Huang
- 4. Xiaokui Xiao
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,485 | EARLY: Efficient and Reliable Graph Neural Network for Dynamic Graphs | 2023 | SIGMOD | 5.0453531e-05 |
| 7,933 | Billion-Scale Bipartite Graph Embedding: A Global-Local Induced Approach | 2024 | VLDB | 4.613363e-05 |
| 10,078 | Estimating Biclique Counts with Accuracy Guarantees | 2026 | SIGMOD | 4.1945683e-05 |
| 10,885 | Efficient Graph Embedding Generation and Update for Large-Scale Temporal Graph | 2025 | VLDB | 4.1945683e-05 |
| 10,945 | Efficient High-Quality Clustering for Large Bipartite Graphs | 2024 | SIGMOD | 4.1945683e-05 |
| 11,027 | BIRD: Efficient Approximation of Bidirectional Hidden Personalized PageRank | 2024 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 917 | Simrank++: Query Rewriting through Link Analysis of the Click Graph | 2008 | VLDB | 0.00015370124 |
| 1,474 | Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank | 2020 | VLDB | 0.00011825229 |
| 1,484 | Vertex Priority Based Butterfly Counting for Large-scale Bipartite Networks | 2019 | VLDB | 0.00011714263 |
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