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20122022
most citedHyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning

32 citations · 139 across the 14 of their papers we have counts for

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5 papers · 1 filter

cs.DB2021

G-Tran: Making Distributed Graph Transactions Fast

Hongzhi Chen, Changji Li, Chenguang Zheng +4

Graph transaction processing raises many unique challenges such as random data access due to the irregularity of graph structures, low throughput and high abort rate due to the rel…

cs.DB20202 cited

Hierarchical Graph Matching Network for Graph Similarity Computation

Haibo Xiu, Xiao Yan, Xiaoqiang Wang +2

Graph edit distance / similarity is widely used in many tasks, such as graph similarity search, binary function analysis, and graph clustering. However, computing the exact graph e…

cs.DB2020

Convolutional Embedding for Edit Distance

Xinyan Dai, Xiao Yan, Kaiwen Zhou +3

Edit-distance-based string similarity search has many applications such as spell correction, data de-duplication, and sequence alignment. However, computing edit distance is known…

cs.DB20126 cited

IS-LABEL: an Independent-Set based Labeling Scheme for Point-to-Point Distance Querying on Large Graphs

Ada Wai-Chee Fu, Huanhuan Wu, James Cheng +2

We study the problem of computing shortest path or distance between two query vertices in a graph, which has numerous important applications. Quite a number of indexes have been pr…

cs.DB20123 cited

K-Reach: Who is in Your Small World

James Cheng, Zechao Shang, Hong Cheng +2

We study the problem of answering k-hop reachability queries in a directed graph, i.e., whether there exists a directed path of length k, from a source query vertex to a target que…