Guangmo Tong

4 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🐺 Lone Wolf (3)

Venues

NeurIPS (3) IJCAI (1)

Top co-authors

Yifan Wang (1)

Research topics

Machine Learning (4) Mathematics & Optimization (3) Optimization (3) Artificial Intelligence (2) Core AI (2) Optimization & Theory (2) Deep Learning (1) Interdisciplinary (1) Application Areas (1) Architectures (1) Core Methods (1) Learning Types (1) Science (1)

Keywords

social contagion (2) combinatorial optimization (2) representation learning (1) large margin learning (1) structured prediction (1) vc dimension (1) graph-based learning (1) pac-bayesian analysis (1) generalization analysis (1) inverse decision-making (1) generalization bound (1) social network (1) sample complexity bound (1) graph-based method (1) competitive threshold model (1) neural network simulation (1) task migration (1) margin-based analysis (1) misinformation prevention (1) stochastic combinatorial optimization (1)

Papers

Learnability of Competitive Threshold Models IJCAI 2022 Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations NeurIPS 2022 USCO-Solver: Solving Undetermined Stochastic Combinatorial Optimization Problems NeurIPS 2021 StratLearner: Learning a Strategy for Misinformation Prevention in Social Networks NeurIPS 2020