Wen Song

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I am currently an (tenure-track) associate professor in the Institute of Marine Science and Technology, Shandong University, China. Before joining Shandong University, I was a Research Fellow in the Singtel-NTU Corp Lab (SCALE@NTU) in Nanyang Technological University, Singapore. I received my PhD degree from School of Computer Science and Engineering, Nanyang Technological University (NTU), in 2018. My advisor is Assoc Prof. Jie Zhang. I received my bachelor's and master's degree from Shandong University, in 2011 and 2014, respectively.

Research Interests

Artificial Intelligence, Deep Learning, Reinforcement Learning, Multi-agent Systems, Planning and Scheduling, Combinatorial Optimization.

Selected Publications

1. Wen Song, Donghun Kang, Jie Zhang, Zhiguang Cao and Hui Xi. A Sampling Approach for Proactive Project Scheduling under Generalized Time-dependent Workability Uncertainty. Journal of Artificial Intelligence Research, 64:385-427, 2019.

2. Luhao Wang, Bingying Zhang, Qiqiang Li, Wen Song and Guanguan Li. Robust distributed optimization for energy dispatch of multi-stakeholdermultiple microgrids under uncertainty. Applied Energy, 2019. (accepted)

3. Sa Gao, Chunyang Chen, Zhenchang Xing, Yukun Ma, Wen Song and Shang-Wei Lin. A neural model for method name generation from functional description. IEEE 26th International Conference on Software Analysis, Evolution and Reengineering (SANER), 2019.

4. Wen Song, Donghun Kang, Jie Zhang and Hui Xi. Risk-aware Proactive Scheduling via Conditional Value-at-Risk. Thirty-second AAAI Conference on Artificial Intelligence (AAAI), 2018. (Oral presentation)

5. WenSong, Hui Xi, Donghun Kang and Jie Zhang. An Agent-based Simulation System for Multi-Project Scheduling under Uncertainty. Simulation Modelling Practice and Theory, 86:187-203, 2018.

6. Wen Song, Donghun Kang, Jie Zhang and Hui Xi. A Multi-Unit Combinatorial Auction based Approach for Decentralized Multi-Project Scheduling. Journal of Autonomous Agents and Multiagent Systems (JAAMAS), 31:1548–1577, 2017.

7. Donghun Kang, Zhenchao Bing, Wen Song, Zehong Hu, Shuo Chen, Jie Zhang and Hui Xi. Automatic Construction of Agent-based Simulation Using Business Process Diagrams and Ontology-based Models (Demo). In Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2017.

8. Wen Song, Donghun Kang, Jie Zhang and Hui Xi. Proactive Project Scheduling with Time-dependent Workability Uncertainty. In Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2017.

9. Wen Song, Donghun Kang, Jie Zhang and Hui Xi. A Sampling based Approach for Proactive Project Scheduling with Time-dependent Duration Uncertainty (Student Abstract). In Proceedings of the Thirty-first AAAI Conference on Artificial Intelligence (AAAI), 2017.

10. Wen Song. Project Scheduling in Complex Business Environment (Doctoral Consortium). In Proceedings of the Thirty-first AAAI Conference on Artificial Intelligence (AAAI), 2017.

11. Wen Song. An Auction-based Approach for Decentralized Multi-Project Scheduling (Doctoral Consortium). In Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2016.

12. Wen Song, Donghun Kang, Jie Zhang and Hui Xi. Decentralized Multi-Project Scheduling via Multi-Unit Combinatorial Auction. In Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2016.

Academic Services

Conference Program Committee (PC) Member:

• AAAI 2020

• IJCAI 2019 (Main track and Demo track)

Reviewer for International Journal:

• Journal of Artificial Intelligent Research (JAIR)

• IISE Transactions (Previous IIE Transactions)

• Computers & Operations Research

• Simulation Modelling Practice and Theory

• International Transactions in Operational Research

• Journal of Renewable and Sustainable Energy

• Plos One