People

Yinglong Xia

Applied Research Scientist

I am an Applied Research Scientist at Facebook AI collaborating with multiple research and product teams, where I focus on advanced machine learning technology for recommendation systems, especially those based on graph data. Prior to that, I was a chief architect of AI platforms at Futurewei Technologies, and a technical lead at IBM Research on reasoning framework and graph systems (System G). I am an Associate Editor for IEEE trans. on Knowledge and Data Engineering (TKDE) and IEEE trans. on Big Data (TBD), and served as a general co-chair of IEEE HiPC’19, a vice co-chair of IEEE BigData’19, a SPC/PC of IJCAI’21, CIKM’21, KDD’21, AAAI’21, etc.

Interests

Machine learning, graph theory, high performance computing, big data platform

Related Links

LinkedIn

DBLP

Latest Publications

SIGKDDD - August 14, 2021

Balancing Consistency and Disparity in Network Alignment

Si Zhang, Hanghang Tong, Long Jin, Yinglong Xia, Yunsong Guo

November 3, 2020

Robust Embedded Deep K-means Clustering

Rui Zhang, Hanghang Tong, Yinglong Xia, Yada Zhu

ICDE - April 20, 2020

Finding the Best k in Core Decomposition: A Time and Space Optimal Solution

Deming Chu, Fan Zhang, Xuemin Lin, Wenjie Zhang, Ying Zhang, Yinglong Xia, Chenyi Zhang