Caihua Shan
Researcher
Microsoft Research Asia
Office: 43rd Floor, International AI Tower,
Xuhui, Shanghai, China
caihuashan@microsoft.com
I'm now looking for prospective student interns (more than 3 months) to work together on graph neural networks. Please drop me an email with your resume if you are interested.
Short Bio:
I am currently a researcher in Microsoft Research Asia. I received my Ph.D. degree from the University of Hong Kong supervised by Dr. Reynold Cheng and Prof. Nikos Mamoulis in Jan 2020. I obtained my B.S. degree from Zhejiang University in June 2015.
Research Interests:
Learning-based database and data mining
Graph neural network and its applications
Publications:
Xiaodong Li, Reynold Cheng, Kevin Chang, Caihua Shan, Chenhao Ma, Hongtai Cao, "On Analyzing Graphs with Motif-Paths", VLDB 2021
Xiang Li, Ben Kao, Caihua Shan, Dawei Yin, Martin Ester, "CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data", KDD 2020
Caihua Shan, Leong Hou U, Nikos Mamoulis, Reynold Cheng, "A Toolkit for Managing Multiple Crowdsourced Top-K Queries", CIKM Demo 2020
Caihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li, Xiang Li, Yuqiu Qian, "An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms", ICDE 2020
Caihua Shan, Leong Hou U, Nikos Mamoulis, Reynold Cheng, Xiang Li, "A General Early-Stopping Module for Crowdsourced Ranking", DASFAA 2020
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng, "A Crowdsourcing Framework for Collecting Tabular Data", TKDE 2019
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng, "T-Crowd: Effective Crowdsourcing for Tabular Data", ICDE 2018
Yudian Zheng, Guoliang Li, Yuanbing Li, Caihua Shan, Reynold Cheng, "Truth Inference in Crowdsourcing: Is the Problem Solved?", VLDB 2017
Manuscript:
Danhao Ding, Xiang Li, Caihua Shan, Nikos Mamoulis, Ben Kao, Yizhou Sun, "Semi-supervised Classification in Heterogeneous Information Networks with Graph Convolution"
Xiang Li, Danhao Ding, Ben Kao, Caihua Shan, Zhaochun Ren, "A Hierarchical and Joint Generative Model for Attributed Network Embedding"
Academic Service:
Program Committee: WISE2019
Invited Reviewer: TKDE, KAIS
Invited External Reviewer: ICDE2020, DASFAA2020, CIKM2019, KDD2019, DASFAA2018, SUM2018, SSTD2019, CIKM2018, SIGSPATIAL2016, HCOMP2016, DASFAA2016
Last update: 25 Mar, 2021