Yansheng Wang 王晏晟

Ph.D. candidate

Big Data Analysis Group, Beihang University.

arthur_wang@buaa.edu.cn

My homepage

I am currently a Ph.D. candidate at the Big Data Analysis Group, State Key Laboratory of Software Development Environment, Beihang University. My advisors are Prof. Yongxin Tong and Prof. Ke Xu. I received my MS degree (2020) and B.Eng. degree (2017) from Beihang University. My research interests include Federated Learning and Spatial Data Mining.

Publications


(In Chinese)

  • 杨强, 童咏昕, 王晏晟, 范力欣, 王薇, 陈雷, 王魏, 康焱. 群体智能中的联邦学习算法综述. 《智能科学与技术学报》2022, 4(1): 29-44.

  • 史鼎元, 王晏晟, 郑鹏飞, 童咏昕. 面向企业数据孤岛的联邦排序学习. 《软件学报》2021, 32(3): 669-688.

  • 童咏昕, 王晏晟, 吕卫锋, 秦志伟, 吴国斌. 共享出行中的群体智能——KDD CUP 2020 订单分配竞赛经验. 《中国计算机学会通讯》2021, 17(6): 49-53.

  • 童咏昕, 王晏晟, 吕江花, 许可, 叶杰平. 面向共享出行的群体智能技术与应用. 《中国人工智能学会通讯》2020, 10(7): 21-26.

  • 杨强, 童咏昕, 王晏晟. 鱼与熊掌可以兼得——“联邦迁移学习”直面小数据与隐私关切挑战. 《前沿科学》2019, 13(2): 61-66.

Awards

  • World Champion of KDD Cup 2020 RL Track (1/1007).

  • National Scholarship 2021.

  • President's Scholarship of Beihang Universiy 2021.

Services

  • Journal Reviewer

    • IEEE Transactions on Knowledge and Data Engineering (TKDE)

    • IEEE Transactions on Big Data (TBD)

    • ACM Transactions on Intelligent Systems and Technology (TIST)