
Dynamic Labeling for Unlabeled Graph Neural Networks
Existing graph neural networks (GNNs) largely rely on node embeddings, w...
read it

PEFP: Efficient khop Constrained st Simple Path Enumeration on FPGA
Graph plays a vital role in representing entities and their relationship...
read it

Efficient and Effective Community Search on Largescale Bipartite Graphs
Bipartite graphs are widely used to model relationships between two type...
read it

Exploring Cohesive Subgraphs with Vertex Engagement and Tie Strength in Bipartite Graphs
We propose a novel cohesive subgraph model called τstrengthened (α,β)c...
read it

Efficient Matrix Factorization on Heterogeneous CPUGPU Systems
Matrix Factorization (MF) has been widely applied in machine learning an...
read it

AOT: Pushing the Efficiency Boundary of Mainmemory Triangle Listing
Triangle listing is an important topic significant in many practical app...
read it

Knowledgeguided Deep Reinforcement Learning for Interactive Recommendation
Interactive recommendation aims to learn from dynamic interactions betwe...
read it

NLocalSAT: Boosting Local Search with Solution Prediction
The boolean satisfiability problem is a famous NPcomplete problem in co...
read it

Efficient Bitruss Decomposition for Largescale Bipartite Graphs
Cohesive subgraph mining in bipartite graphs becomes a popular research ...
read it

Heterogeneous Graphbased Knowledge Transfer for Generalized Zeroshot Learning
Generalized zeroshot learning (GZSL) tackles the problem of learning to...
read it

A Survey and Experimental Analysis of Distributed Subgraph Matching
Recently there emerge many distributed algorithms that aim at solving su...
read it

KCore Maximization through Edge Additions
A popular model to measure the stability of a network is kcore  the ma...
read it

A Survey of Community Search Over Big Graphs
With the rapid development of information technologies, various big grap...
read it

Efficient and HighQuality Seeded Graph Matching: Employing High Order Structural Information
Driven by many real applications, we study the problem of seeded graph m...
read it

GBKMV: An Augmented KMV Sketch for Approximate Containment Similarity Search
In this paper, we study the problem of approximate containment similarit...
read it

TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes
Driven by deep neural networks and large scale datasets, scene text dete...
read it

Know Your Mind: Adaptive Brain Signal Classification with Reinforced Attentive Convolutional Neural Networks
Electroencephalography (EEG) signals reflect activities on certain brain...
read it

An Optimal and Progressive Approach to Online Search of Topk Influential Communities
Community search over large graphs is a fundamental problem in graph ana...
read it

Dynamical SimRank Search on TimeVarying Networks
In this article, we study the efficient dynamical computation of allpai...
read it

Efficient Graph Edit Distance Computation and Verification via Anchoraware Lower Bound Estimation
Graph edit distance (GED) is an important similarity measure adopted in ...
read it

Effective MultiQuery Expansions: Collaborative Deep Networks for Robust Landmark Retrieval
Given a query photo issued by a user (quser), the landmark retrieval is...
read it

Iterative Views Agreement: An Iterative LowRank based Structured Optimization Method to MultiView Spectral Clustering
Multiview spectral clustering, which aims at yielding an agreement or c...
read it
Wenjie Zhang
is this you? claim profile