Yinglong Xia

MENLO PARK, UNITED STATES

Yinglong Xia leads an effort on graph learning and analytics systems in Facebook AI, where he jointly collaborate with teams from AI Personalization, Infra, and some product teams to explore advanced graph technology and apply them to Facebook's products. Prior to that, he was a chief architect in Futurewei Technologies on AI and graph platform services, and a technical lead at IBM T.J. Watson Research Center, on graph database and reasoning frameworks. He serves as an associate editor of IEEE trans. on Knowledge and Data Engineering (TKDE), and IEEE trans. on Big Data (TBD); he was a general co-chair of IEEE HiPC’19, a vice co-chair of IEEE BigData’19, a TPC member of KDD’19, CIKM’19, VLDB’20, and ICDE’19, etc.

Yinglong's Work

Yinglong's Publications

February 15, 2024

RANKING AND RECOMMENDATIONS

CORE MACHINE LEARNING

TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning

Danny Deng, Hongkuan Zhou, Hanqing Zeng, Yinglong Xia, Chris Leung (AI), Jianbo Li, Rajgopal Kannan, Viktor Prasanna

February 15, 2024

August 11, 2023

CORE MACHINE LEARNING

Generative Graph Dictionary Learning

Zhichen Zeng, Ruike Zhu, Yinglong Xia, Hanqing Zeng, Hanghang Tong

August 11, 2023

August 14, 2022

Joint Knowledge Graph Completion and Question Answering

Yinglong Xia, Boxin Du, Hanghang Tong, Jiejun Xu, Lihui Liu

August 14, 2022

April 25, 2022

RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Network

Yinglong Xia, Jiebo Luo, Yan Zhu, Hanghang Tong, Jian Kang

April 25, 2022

February 21, 2022

Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning

Yinglong Xia, Yan Zhu, Hanghang Tong, Lei Ying, Yuejie Chi, Yuheng Zhang

February 21, 2022

December 31, 2021

Graph Ranking Auditing: Problem Definition and Fast Solutions

Yinglong Xia, Hanghang Tong, Jian Kang, Meijia Wang, Nan Cao, Wei Fan

December 31, 2021

December 06, 2021

CORE MACHINE LEARNING

Revisiting Graph Neural Networks for Link Prediction

Yinglong Xia, Kai Wang, Long Jin, Muhan Zhang, Pan Li

December 06, 2021

August 14, 2021

Balancing Consistency and Disparity in Network Alignment

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

August 14, 2021

June 09, 2020

RESEARCH

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

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

June 09, 2020