Dongsheng Luo (骆东升)Linkedin, Github
I am currently a
first second year Ph.D. student at the College of Information Science and Technology, Pennsylvania State University, supervised by Prof. Xiang Zhang. I obtained my B.Eng degree in computer science and technology from Beihang University in 2017. I was an exchange student at Technical University of Munich, Munich, Germany. I worked as an undergraduate intern at the Institute of Advanced Computing Technology at Beihang University, supervised by Prof. Shuai Ma. My research focuses on graph mining and graph related deep learning.
Graph Mining, Multi-network Analysis, Deep Learning, Big Data Analysis
Constrained Local Graph Clustering by Colored Random Walk
Yaowei Yan, Yuchen Bian, Dongsheng Luo, Dongwon Lee, and Xiang Zhang
On Multi-Query Local Community Detection [code]
Yuchen Bian, Yaowei Yan, Wei Cheng, Wei Wang, Dongsheng Luo, and Xiang Zhang
ICDM, 2018 (Best Paper Candidate)
Query Independent Scholarly Article Ranking
Shuai Ma, Chen Gong, Renjun Hu, Dongsheng Luo, Chunming Hu, and Jinpeng Huai
Local Graph Clustering by Multi-Network Random Walk with Restart [code]
Yaowei Yan, Dongsheng Luo, Jingchao Ni, Hongliang Fei, Wei Fan, Xiong Yu, John Yen, and Xiang Zhang
Ensemble Enabled Weighted PageRank.
Dongsheng Luo, Chen Gong, Renjun Hu, Liang Duan, and Shuai Ma
The WSDM Cup 2016 - Entity Ranking Challenge, San Francisco, CA, USA, 2016. (The 2nd place in the final ranking)
College of Information Sciences and Technology, The Pennsylvania State University, PA, U.S.
Graduate Research Assistant, Aug. 2017 - Present
Supervisor: Prof. Xiang Zhang
Institute of Advanced Computing Technology, Beihang University, Beijing, China
Undergraduate Intern, Jul. 2015 - Jun. 2017
Supervisor: Prof. Shuai Ma
Topic: Scholarly article ranking & scholarly name disambiguation.
External Conference reviewer:
ICDM'18, KDD'18, SDM'18, WSDM'19, AAAI'19, SDM'19