个人信息

余皓然，副教授，特别研究员，博士生导师。2016年于香港中文大学信息工程系取得博士学位，2015至2016年访问耶鲁大学网络科学研究所。取得博士学位后，先后于香港中文大学信息工程系和美国西北大学电子与计算机工程系任博士后研究员。2020年加入北京理工大学计算机学院，任副教授。迄今共在JSAC、TON、TMC、INFOCOM等CCF A类国际学术期刊或会议上发表12篇论文（其中9篇1作、3篇2作）。（详细信息请见个人主页：yu-haoran.github.io）

学生招收计划：计划每年招收1名博士生、2～3名硕士生，此外欢迎基础较好的本科生加入课题组，表现优异者可以被帮助推荐至美国、香港、欧洲等地深造。

科研方向

研究方向为人工智能与博弈论的交叉融合，旨在利用神经网络、强化学习等方法，针对各类博弈场景，从大量数据中学习个体的行为偏好，设计适用于动态不确定环境的算法机制。（详见个人主页：yu-haoran.github.io）

代表性学术成果

(截止至2020年12月)

代表性期刊论文：

1. Haoran Yu, Ermin Wei, and Randall A. Berry, "Monetizing Mobile Data via Data Rewards," IEEE Journal on Selected Areas in Communications (JSAC), vol. 38, no. 4, 782-792, April 2020 (CCF A类, 中科院JCR-1区).

2. Chao Huang, Haoran Yu, Randall A. Berry, and Jianwei Huang, "Using Truth Detection to Incentivize Workers in Mobile Crowdsourcing," IEEE Transactions on Mobile Computing (TMC), accepted, October 2020 (CCF A类).

3. Haoran Yu, George Iosifidis, Biying Shou, and Jianwei Huang, "Pricing for Collaboration Between Online Apps and Offline Venues," IEEE Transactions on Mobile Computing (TMC), vol. 19, no. 6, pp. 1420-1433, June 2019 (CCF A类).

4. Haoran Yu, Man Hon Cheung, George Iosifidis, Lin Gao, Leandros Tassiulas, and Jianwei Huang, "Mobile Data Offloading for Green Wireless Networks," IEEE Wireless Communications, vol. 24, no. 4, pp. 31-37, August 2017 (中科院JCR-1区).

5. Haoran Yu, Man Hon Cheung, Lin Gao, and Jianwei Huang, "Public Wi-Fi Monetization via Advertising," IEEE/ACM Transactions on Networking (TON), vol. 25, no. 4, pp. 2110-2121, August 2017 (CCF A类).

6. Haoran Yu, Man Hon Cheung, and Jianwei Huang, "Cooperative Wi-Fi Deployment: A One-to-Many Bargaining Framework," IEEE Transactions on Mobile Computing (TMC), vol. 16, no. 6, pp. 1559-1572, June 2017 (CCF A类).

7. Haoran Yu, George Iosifidis, Jianwei Huang, and Leandros Tassiulas, "Auction-Based Coopetition Between LTE Unlicensed and Wi-Fi," IEEE Journal on Selected Areas in Communications (JSAC), vol. 35, no. 1, pp. 79-90, January 2017 (CCF A类, 中科院JCR-1区).

8. Haoran Yu, Man Hon Cheung, Longbo Huang, and Jianwei Huang, "Power-Delay Tradeoff with Predictive Scheduling in Integrated Cellular and Wi-Fi Networks," IEEE Journal on Selected Areas in Communications (JSAC), vol. 34, no. 4, pp. 735-742, April 2016 (CCF A类, 中科院JCR-1区).

代表性会议论文：

1. Haoran Yu, Ermin Wei, and Randall A. Berry, "Learning to Price Vehicle Service with Unknown Demand," ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc), Online, October 2020 (接收率: 15%, CCF B类).

2. Chao Huang, Haoran Yu, Jianwei Huang, and Randall A. Berry, "Strategic Information Revelation in Crowdsourcing Systems Without Verification," IEEE International Conference on Computer Communications (INFOCOM), Online, May 2021 (接收率: 20%, CCF A类).

3. Haoran Yu, Ermin Wei, and Randall A. Berry, "Analyzing Location-Based Advertising for Vehicle Service Providers Using Effective Resistances," ACM International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS), Phoenix, Arizona, USA, June 2019 (接收率: 17%, CCF B类).

4. Haoran Yu, Ermin Wei, and Randall A. Berry, "A Business Model Analysis of Mobile Data Rewards," IEEE International Conference on Computer Communications (INFOCOM), Paris, France, April 2019 (接收率: 20%, CCF A类).

5. Yining Zhu, Haoran Yu, Randall A. Berry, and Chang Liu, "Cross-Network Prioritized Sharing: An Added Value MVNO's Perspective," IEEE International Conference on Computer Communications (INFOCOM), Paris, France, April 2019 (接收率: 20%, CCF A类).

6. Haoran Yu, George Iosifidis, Biying Shou, and Jianwei Huang, "Market Your Venue with Mobile Applications: Collaboration of Online and Offline Businesses," IEEE International Conference on Computer Communications (INFOCOM), Honolulu, HI, USA, April 2018 (接收率: 19%, CCF A类).

7. Haoran Yu, Man Hon Cheung, Lin Gao, and Jianwei Huang, "Economics of Public Wi-Fi Monetization and Advertising," IEEE International Conference on Computer Communications (INFOCOM), San Francisco, CA, USA, April 2016 (最佳论文入围奖，入围比例：5/1644) (接收率: 18%, CCF A类).

承担科研情况

所获奖励

社会兼职

备注

更多信息请见个人主页：yu-haoran.github.io