Dazhong Shen

Researcher
Shanghai Artificial Intelligence Laboratory
Email: dazh.shen@gmail.com
Google Scholar • GitHub

Bio

I am currently a researcher at the Shanghai Artificial Intelligence Laboratory. I received my Ph.D. degree in Computer Science from University of Science and Technology of China (USTC) under the supervision of Prof. Hui Xiong. I received my B.S. degree in Mathematics from USTC in 2017. I have also spent time at Talent Intelligent Center, Baidu Inc. as a Research Intern from 2017 to 2022 under the supervision of Dr. Hengshu Zhu.

My general research interest includes data mining and machine learning, focusing on generative models, variational inference, and their data intensive applications.

Selected Publications

Joint Representation Learning with Relation-enhanced Topic Models for Intelligent Job Interview Assessment.
Dazhong Shen, Chuan Qin, Hengshu Zhu, Tong Xu, Enhong Chen, Hui Xiong.
ACM Transactions on Information Systems (TOIS), 2021.
[Paper]

Topic Modeling Revisited: A Document Graph-based Neural Network Perspective.
Dazhong Shen, Chuan Qin, Chao Wang, Zheng Dong, Hengshu Zhu, Hui Xiong.
The 35th Conference on Neural Information Processing Systems (NeurIPS-2021), 2021.
[Paper] [Code]

Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness.
Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong.
The 30th International Joint Conference on Artificial Intelligence (IJCAI-2021), 2021.
[Paper] [arXiv] [Code]

A Joint Learning Approach to Intelligent Job Interview Assessment.
Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong.
The 27th International Joint Conference on Artificial Intelligence (IJCAI-2018), 2018.
[Paper]

EL-Picker：基于集成学习的余震P波初动实时拾取方法.
申大忠, 张琦, 徐童, 祝恒书, 赵雯佳, 殷子凯, 周培伦, 房立华, 陈恩红, 熊辉.
《中国科学: 信息科学》, 2020.
[Paper]

Honors

Outstanding Ph.D. Graduates. 2023
China National Scholarship. (for Ph.D. student) 2022
Huawei Scholarship (USTC). (for postgraduate and Ph.D. student) 2018, 2021
Global Digital Technology Scholarship. 2018
IJCAI-2018 Student Travel Grants. 2018
Aftershock Detection Contest (China Earthquake Administration), Runner-Up. 2017
Academic Scholarship (USTC), Grad 1. six times from 2017 to 2022
Zhang Zongzhi Science and Technology Scholarship (USTC). 2016
Outstanding Student Scholarship (USTC), Silver Medal. 2015
Outstanding Student Scholarship (USTC), Bronze Medal. 2014

Academic Services

PC Member, The 39th International Conference on Machine Learning (ICML-2022)
PC Member, The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-2022)
PC Member, The 36th Conference on Neural Information Processing Systems (NeurIPS-2022)
PC Member, The 37th AAAI Conference on Artificial Intelligence (AAAI-2023)