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07/24/2023
Persistent-Transient Duality: A Multi-mechanism Approach for Modeling Human-Object Interaction
Humans are highly adaptable, swiftly switching between different modes t...
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07/04/2023
Machine Learning-Based Intrusion Detection: Feature Selection versus Feature Extraction
Internet of things (IoT) has been playing an important role in many sect...
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06/07/2023
Network-based Representations and Dynamic Discrete Choice Models for Multiple Discrete Choice Analysis
In many choice modeling applications, people demand is frequently charac...
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01/01/2023
Neural Collapse in Deep Linear Network: From Balanced to Imbalanced Data
Modern deep neural networks have achieved superhuman performance in task...
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11/13/2022
Parallel and I/O-Efficient Algorithms for Non-Linear Preferential Attachment
Preferential attachment lies at the heart of many network models aiming ...
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10/24/2022
Certifying Induced Subgraphs in Large Graphs
We introduce I/O-optimal certifying algorithms for bipartite graphs, as ...
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04/21/2022
Persistent-Transient Duality in Human Behavior Modeling
We propose to model the persistent-transient duality in human behavior u...
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11/04/2021
Parallel Global Edge Switching for the Uniform Sampling of Simple Graphs with Prescribed Degrees
The uniform sampling of simple graphs matching a prescribed degree seque...
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10/28/2021
Engineering Uniform Sampling of Graphs with a Prescribed Power-law Degree Sequence
We consider the following common network analysis problem: given a degre...
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11/05/2020
Goal-driven Long-Term Trajectory Prediction
The prediction of humans' short-term trajectories has advanced significa...
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05/07/2020
Simulating Population Protocols in Sub-Constant Time per Interaction
We consider the problem of efficiently simulating population protocols. ...
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04/23/2018