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08/06/2023
VN-Solver: Vision-based Neural Solver for Combinatorial Optimization over Graphs
Data-driven approaches have been proven effective in solving combinatori...
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09/21/2022
Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations
Considering two decision-making tasks A and B, each of which wishes to c...
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07/15/2021
USCO-Solver: Solving Undetermined Stochastic Combinatorial Optimization Problems
Real-world decision-making systems are often subject to uncertainties th...
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09/29/2020
StratLearner: Learning a Strategy for Misinformation Prevention in Social Networks
Given a combinatorial optimization problem taking an input, can we learn...
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02/11/2020
WatchDog: Real-time Vehicle Tracking on Geo-distributed Edge Nodes
Vehicle tracking, a core application to smart city video analytics, is b...
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11/30/2019
On Multi-Cascade Influence Maximization: Model, Hardness and Algorithmic Framework
This paper studies the multi-cascade influence maximization problem, whi...
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11/20/2018
Approximation Algorithm for the Partial Set Multi-Cover Problem
Partial set cover problem and set multi-cover problem are two generaliza...
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05/28/2014