罗元
助理教授
国际电气及电子工程师学会高级会员
教育背景
博士(香港中文大学)
硕士(北京邮电大学)
本科(天津大学)
研究领域
人工智能;算法设计;智能网络;博弈论;网络经济学
学术领域
人工智能与机器人,计算机工程,电子工程
个人网站
电子邮件
luoyuan@cuhk.edu.cn
个人简介
罗元,香港中文大学(深圳)助理教授(副研究员、博士生导师)、国际电气及电子工程师学会高级会员。长期从事多智能体系统优化与调度、低延迟通信、优化和强化学习算法等方面的研究。主持国家自然科学基金青年基金项目/面上项目、深圳市面上项目等。
她的研究方向包括多智能体系统、数据采集和传输和网络经济学,并在通信工程、管理科学和人工智能这三个领域的顶级期刊及会议中发表论文40余篇,包括自然科学杂志顶级子刊Nature Electronics,Operations Research和Artificial Intelligence。此外,她在IEEE WiOpt上获得最佳论文奖。该成果得到了包括中国日报、凤凰网、文汇报等多加知名媒体报道。她受邀在通信领域顶级会议INFOCOM,GLOBALCOM,ICC,WiOpt和人工智能顶级会议AAMAS上担任技术委员会委员,且受邀担任通信领域百科全书Springer Encyclopedia of Wireless Networks的课题主编。她还长期担任多个顶级期刊(包括IEEE JSAC、ACM/IEEE TON、IEEE TMC等)的审稿人。
学术著作
部分学术著作:
- Yuan Luo et al., "On the Design of Low Phase Noise and Flat Spectrum Optical Parametric Frequency Comb”," APL Photonics, vol. 8, no.11, 110802, 2023 (Editor’s Pick).
- Yuan Luo et al., "Communications with Guaranteed Low Latency and Bandwidth using Frequency Referenced Multiplexing”, Nature Electronics, 6, pp.694-702, 2023 (Corresponding Author, IF: 33.255).
- Yuan Luo et al., "Low-latency Wavelength-Switched Clock-Synchronized Intra-Data Center Interconnects Enabled by hollow Core Fibe”, Optics Express, no. 15, pp. 24739-24748, 202.
- Yuan Luo and Nick Jennings, "A Budget-Limited Mechanism for Category-Aware Crowdsourcing of Multiple-Choice Tasks," Artificial Intelligence (AIJ), vol.~299, 2021
- Yuan Luo and Nick Jennings, "A Differential Privacy Mechanism that Accounts for Network Effects for Crowdsourcing Systems," Journal of Artificial Intelligence Research (JAIR), vol.~69, pp:1127-1164, 2020.
- Yuan Luo, Nihar B. Shah, Jianwei Huang, Jean Walrand, "Parametric Prediction from Parametric Agents," Operations Research (A+ Journal in OR & MS), vol.~66, no.~2, pp:313-326, 2018.
- Yuan Luo, Lin Gao, and Jianwei Huang, "An Integrated Spectrum and Information Market for Green Cognitive Communications," IEEE Journal on Selected Areas in Communications (JSAC), vol. 34, no. 12, pp. 3326-3338, Aug. 2016.
- Yuan Luo, Lin Gao, and Jianwei Huang, "MINE GOLD to Deliver Green Cognitive Communications," IEEE Journal on Selected Areas in Communications (JSAC), vol. 33, no. 2, pp. 2749-2760, Dec. 2015.
- Yuan Luo, Lin Gao, and Jianwei Huang, "Spectrum Reservation Contract Design in TV White Space Networks," IEEE Transactions on Cognitive Communications and Networking (Invited Paper), vol. 1, no. 2, pp. 147-160, June. 2015.
- Yuan Luo, Lin Gao, and Jianwei Huang, "Business Modeling for TV White Space Networks," IEEE Communications Magazine, vol. 53, no. 5, pp. 82-88, May 2015.
- Yuan Luo, Lin Gao, and Jianwei Huang, "Price and Inventory Competition in Oligopoly TV White Space Markets," IEEE Journal on Selected Areas in Communications (JSAC), vol 33, no 5, pp. 1002-1013, October 2014.
- X. Li, Y. Luo, B. Luo and J. Huang, “Welfare Maximization for Federated Learning with Network Effects,” International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (Mobihoc), 2024 (A+ Conference in Mobile Computing).
- W.Ye, B. Liu, Y. Luo and J. Huang, “Dual Role AoI-based Incentive Mechanism for HD map Crowdsourcing,” International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2024 (A+ Conference in Artificial Intelligence).
- Y. Wang and Y. Luo, “WeaGAN: Weather-Aware Graph Attention Network for Traffic Prediction”, The 26th European Conference on Artificial Intelligence (ECAI), pp.2591-2598, 2023 (Corresponding Author, A+Conference in Artificial Intelligence).
- Y. Luo, “Dynamic Workload-Aware Bike Rebalancing for Bike-Sharing Systems”, The 26th European Conference on Artificial Intelligence (ECAI), pp.1641-1647, 2023 (Corresponding Author, A+ Conference in Artificial Intelligence).
- Y. Cai, R. Sohanpal, Y. Luo, A. M. Heidt, Z. Liu, “On the Noise Scaling of Parametric Frequency Combs”, European Conference on Optical Communication (ECOC), 2023 (A+ Conference in Optical Communication).
- Y. Luo, “Incentivizing Sequential Crowdsourcing Systems”, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp. 2697-2699. 2023 (A+ Conference in Artificial Intelligence).
- Y. Cai, R. Sohanpal, Y. Luo, A. M. Heidt, Z. Liu, “Low-noise, Flat-spectrum, Polarization-Maintaining All-Fiber Frequency Comb for Wideband Communications”, Optical Fiber Communication Conference (OFC), paper Th1B.5, 2023 (A+ Conference in Optical Communication).
- Z. Zhou, J. Wei, K. Clark, E. Sillekens, C. Deakin, R. Sohanpal, Y. Luo, R. Slavik and Z. Liu, “Multipoint-to-Point Data Aggregation using A Single Receiver and Frequency-Multiplexed Intensity-modulated ONUs”, Optical Fiber Communication Conference (OFC), paper Tu2G.4, 2022 (A+Conference in Optical Communication).
- Y. Luo and N. Jennings, “A Budget-Limited Mechanism for Category-Aware Crowdsourcing Systems”, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2020 (A+ Conference in Artificial Intelligence).