Brief Biography

I am currently working toward the Ph.D. degree in the Department of Computer Science and Technology, the University of Science and Technology of China (USTC). I have received the B.S. degree in physical sciences from USTC. My research interests include data mining, sequence modeling, NLP, CV, RL, talent analysis and earthquake related applications.

Education

• B.S. in Physical Sciences, University of Science and Technology of China (USTC), 2013-2017
• Studying for Ph.D. in Computer Science and Technology, University of Science and Technology of China (USTC), 2017-now

Experience

• 2016, University of Pittsburgh, Exchange Student
• 2018-now, Baidu Talent Intelligence Center (TIC), Intern

Publications

Ethylenediaminetetraacetic acid-assisted synthesis of Bi2Se3 nanostructures with unique edge sites

Liu, Xianli, Zhicheng Fang, Qi Zhang, Ruijie Huang, Lin Lin, Chunmiao Ye, Chao Ma, and Jie Zeng. "Ethylenediaminetetraacetic acid-assisted synthesis of Bi2Se3 nanostructures with unique edge sites." Nano Research 9, no. 9 (2016): 2707-2714

Aftershock Detection with Multi-scale Description Based Neural Network

Zhang, Qi, Tong Xu, Hengshu Zhu, Lifu Zhang, Hui Xiong, Enhong Chen, and Qi Liu. "Aftershock detection with multi-scale description based neural network." In 2019 IEEE International Conference on Data Mining (ICDM), pp. 886-895. IEEE, 2019.

基于知识图谱的推荐系统研究综述

秦川, 祝恒书, 庄福振, 郭庆宇, 张琦, 张乐, 王超, 陈恩红, 熊辉. "基于知识图谱的推荐系统研究综述." 中国科学: 信息科学 50, no. 7 (2020): 937-956.

Market-oriented job skill valuation with cooperative composition neural network

Sun, Ying, Fuzhen Zhuang, Hengshu Zhu, Qi Zhang, Qing He, and Hui Xiong. "Market-oriented job skill valuation with cooperative composition neural network." Nature communications 12, no. 1 (2021): 1-12.

TransQuake: A transformer-based deep learning approach for seismic P-wave detection

Hu, Yumeng, Qi Zhang, Wenjia Zhao, and Haitao Wang. "TransQuake: A transformer-based deep learning approach for seismic P-wave detection." Earthquake Research Advances 1, no. 2 (2021): 100004.

EL-Picker: 基于集成学习的余震P波初动实时拾取方法

Shen, Dazhong, Qi Zhang, Tong Xu, Hengshu Zhu, Wenjia Zhao, Zikai Yin, Peilun Zhou, Lihua Fang, Enhong Chen, and Hui Xiong. "EL-Picker: 基于集成学习的余震 P 波初动实时拾取方法." Scientia Sinica Informationis 51, no. 6 (2021): 912-926.

Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results

Zhang, Qi, Hengshu Zhu, Qi Liu, Enhong Chen, and Hui Xiong. "Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results." ACM Transactions on Information Systems (TOIS) 39, no. 3 (2021): 1-32.

Talent Demand Forecasting with Attentive Neural Sequential Model

Zhang, Qi, Hengshu Zhu, Ying Sun, Hao Liu, Fuzhen Zhuang, and Hui Xiong. "Talent demand forecasting with attentive neural sequential model." In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, pp. 3906-3916. 2021.

Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning

Zhuoning Guo, Hao Liu, Le Zhang, Qi Zhang, Hengshu Zhu, and Hui Xiong. "Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning." In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, 2022, Accepted.

Honor

• 2022, Outstanding Graduate of University of Science and Technology of China
• 2019, ICDM 2019 student travel award, Award
• 2017, Tianchi Competition: Aftershock Detection Contest, Runner Up
• 2016, The 11th USTC Physics Experiment Competition, Grand Prize