Adaptive potential fields model for solving distributed area coverage problem in swarm robotics
Xiangyu Liu, Ying Tan.In ICSI 2017. [Download paper]
CV
Education
- B.S. in GitHub, GitHub University, 2012
- M.S. in Jekyll, GitHub University, 2014
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
Work experience
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
In ICSI 2017. [Download paper]Multi-source, Multi-object and Multi-domain (M-SOD) Electromagnetic Interference System Optimised by Intelligent Optimisation Approaches
Yihua Hu, Minle Li, Xiangyu Liu, Ying Tan.
In Natural Computing 2020. [Download paper]Learning Distributed Coordinated Policy in Catching Game with Multi-Agent Reinforcement Learning
Xiangyu Liu, Ying Tan.
In IJCNN 2019. [Download paper]Attentive relational state representation in decentralized multiagent reinforcement learning
Xiangyu Liu, Ying Tan.
In IEEE Transactions on Cybernetics (TCYB, IF=11.448) 2020. [Download paper]Feudal Latent Space Exploration for Coordinated Multi-agent Reinforcement Learning
Xiangyu Liu, Ying Tan.
In AAMAS@ALA 2020. [Download paper]Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising
Xiangyu Liu*, Zhilin Zhang*, Zhenzhe Zheng, Chenrui Zhang, Miao Xu, Junwei Pan, Chuan Yu, Fan Wu, Jian Xu, Kun Gai.
In WSDM 2021. [Download paper] [slide] [video]Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce Advertising
Xiangyu Liu, Chuan Yu, Zhilin Zhang, Zhenzhe Zheng, Yu Rong, Hongtao Lv, Da Huo, Yiqing Wang, Dagui Chen, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu.
In KDD 2021. [Download paper] [slide] [video]A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising
Chao Wen, Miao Xu, Zhilin Zhang, Zhenzhe Zheng, Yuhui Wang, Xiangyu Liu, Yu Rong, Dong Xie, Xiaoyang Tan, Chuan Yu, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu.
In WSDM 2022. [Download paper]On Designing a Two-stage Auction for Online Advertising
Yiqing Wang, Xiangyu Liu, Zhenzhe Zheng, Zhilin Zhang, Miao Xu, Chuan Yu, Fan Wu.
In WWW 2022. [Download paper]Feudal Latent Space Exploration for Coordinated Multi-agent Reinforcement Learning
Xiangyu Liu, Ying Tan.
In IEEE Transactions on Neural Networks and Learning Systems (TNNLS, IF=10.451) 2022. [Download paper]Personalized Language Model Learning on Text Data Without User Identifiers
Yucheng Ding, Yangwenjian Tan, Xiangyu Liu, Chaoyue Niu, Fandong Meng, Jie Zhou, Ning Liu, Fan Wu, Guihai Chen.
In KDD 2025. [Download paper] [slide]
Talks
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Teaching
Teaching experience 1
Work in progress.Teaching experience 2
Work in progress.
Service and leadership
- Currently signed in to 43 different slack teams