Shih-Fen Cheng

5 papers · 2013–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

IJCAI (4) AAAI (1)

Top co-authors

Hoong Chuin Lau (2) Archan Misra (1) Pang Jin Tan (1) Arunesh Sinha (1) Chung-Kyun Han (1) Avinandan Bose (1) Pang-Jin Tan (1) Cen Chen (1) Changyu CHEN (1) Richard Chen (1)

Research topics

Mathematics & Optimization (2) Optimization (2) Artificial Intelligence (1) Deep Learning (1) Machine Learning (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

transfer learning (1) hierarchical model (1) resource allocation (1) integer linear programming (1) network optimization (1) feedback mechanism (1) generative model (1) generative adversarial network (1) multi-agent simulation (1) shapley value (1) multi-agent system (1) task selection (1) crowdsourced logistics (1) delivery time window (1) collaborative game theory (1) freight forwarding network (1)

Papers

Enabling Sustainable Freight Forwarding Network via Collaborative Games IJCAI 2024 Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models AAAI 2022 An Exact Single-Agent Task Selection Algorithm for the Crowdsourced Logistics IJCAI 2020 Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties IJCAI 2015 A Multi-Objective Memetic Algorithm for Vehicle Resource Allocation in Sustainable Transportation Planning IJCAI 2013