Xin Zhang

Xin Zhang

Assistant Professor in the Department of Computer Science at the University of Southern Maine

Welcome to my website!

Education

  • Ph.D., Electrical Engineering, University of South Carolina, 2023
  • M.S., Computer Science, Chongqing University, 2019
  • B.S., Computer Science, Chongqing University, 2016

Research Interests

  • CNN’s Robustness
  • Depth Estimation and Object Detection
  • Partial Labels and Semi-supervised Learning
  • Applied Deep Learning

Selected Publications

  • Zhang, Xin, et al. “Towards Imbalanced Large Scale Multi-label Classification with Partially Annotated Labels.” 2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA). IEEE, 2023.

  • Zhang, Xin, et al. “Depth Monocular Estimation with Attention-based Encoder-Decoder Network from Single Image.” 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application. IEEE, 2022.

  • Zhang, Xin, et al. “An Effective Approach for Multi-label Classification with Missing Labels.” 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application. IEEE, 2022.

  • Zhang, Xin, et al. “An efficient quantum circuits optimizing scheme compared with qiskit.” Collaborative Computing: Networking, Applications and Worksharing: 14th EAI International Conference, CollaborateCom 2018, Shanghai, China, December 1-3, 2018, Proceedings 14. Springer International Publishing, 2019.